Convolution

A convolution is a type of matrix operation, consisting of a kernel, a small matrix of weights, that slides over input data performing element-wise multiplication with the part of the input it is on, then summing the results into an output.

Intuitively, a convolution allows for weight sharing - reducing the number of effective parameters - and image translation (allowing for the same feature to be detected in different parts of the input space).

Image Source: https://arxiv.org/pdf/1603.07285.pdf

Latest Papers

PAPER DATE
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data
Yinhao LiYutaro IwamotoLanfen LinRui XuYen-Wei Chen
2020-10-16
Automated Iterative Training of Convolutional Neural Networks for Tree Skeleton Segmentation
Keenan GranlandRhys NewburyDavid TingChao Chen
2020-10-16
New Ideas and Trends in Deep Multimodal Content Understanding: A Review
Wei ChenWeiping WangLi LiuMichael S. Lew
2020-10-16
Latent Vector Recovery of Audio GANs
Andrew KeyesNicky BayatVahid Reza KhazaieYalda Mohsenzadeh
2020-10-16
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis
| Sunny VermaJiwei WangZhefeng GeRujia ShenFan JinYang WangFang ChenWei Liu
2020-10-16
Revisiting Optical Flow Estimation in 360 Videos
Keshav BhandariZiliang ZongYan Yan
2020-10-15
Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling
Wenchi MaMiao YuKaidong LiGuanghui Wang
2020-10-15
Recurrent Distributed Reinforcement Learning for Partially Observable Robotic Assembly
Jieliang LuoHui Li
2020-10-15
AI-based BMI Inference from Facial Images: An Application to Weight Monitoring
Hera SiddiquiAjita RattaniDakshina Ranjan KiskuTanner Dean
2020-10-15
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging
Lei MouYitian ZhaoHuazhu FuYonghuai LiuJun ChengYalin ZhengPan SuJianlong YangLi ChenAlejandro F FrangMasahiro AkibaJiang Liu
2020-10-15
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction
Xin JinXiqiao LiHeng HuangXiaoDong LiXinghui Zhou
2020-10-15
LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification
Benlei CuiXueMei DongQiaoqiao ZhanJiangtao PengWeiwei Sun
2020-10-15
Self-Supervised Ranking for Representation Learning
Ali VarameshAli DibaTinne TuytelaarsLuc van Gool
2020-10-14
Viewmaker Networks: Learning Views for Unsupervised Representation Learning
Alex TamkinMike WuNoah Goodman
2020-10-14
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning
Zijue ChenDavid TingRhys NewburyChao Chen
2020-10-14
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture
David BougetAndré PedersenSayied Abdol Mohieb HosaineyJohanna VanelOle SolheimIngerid Reinertsen
2020-10-14
Do End-to-end Stereo Algorithms Under-utilize Information?
| Changjiang CaiPhilippos Mordohai
2020-10-14
COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features
| Aram Ter-Sarkisov
2020-10-14
Attn-HybridNet: Improving Discriminability of Hybrid Features with Attention Fusion
| Sunny VermaChen WangLiming ZhuWei Liu
2020-10-13
Land Cover Semantic Segmentation Using ResUNet
Vasilis PollatosLoukas KouvarasEleni Charou
2020-10-13
Conditioning Trick for Training Stable GANs
Mohammad EsmaeilpourRaymel Alfonso SalloOlivier St-GeorgesPatrick CardinalAlessandro Lameiras Koerich
2020-10-12
Reconstruction of Quantitative Susceptibility Maps from Phase of Susceptibility Weighted Imaging with Cross-Connected ψ-Net
Zhiyang LuJun LiHongjian HeJun Shi
2020-10-12
Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion
Paul Young Joun HaSikai ChenJiqian DongRunjia DuYujie LiSamuel Labi
2020-10-12
A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network
Jiqian DongSikai ChenPaul Young Joun HaYujie LiSamuel Labi
2020-10-12
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
Christoph KamannBurkhard GüssefeldRobin HutmacherJan Hendrik MetzenCarsten Rother
2020-10-12
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images
Lili LuWeisi Guo
2020-10-12
Omni-Directional Image Generation from Single Snapshot Image
Keisuke OkuboTakao Yamanaka
2020-10-12
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network
Jialu HuangJing LiaoSam Kwong
2020-10-12
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks
Chuanbo WangDM AnisuzzamanVictor WilliamsonMrinal Kanti DharBehrouz RostamiJeffrey NiezgodaSandeep GopalakrishnanZeyun Yu
2020-10-12
Locality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations
| Wenfeng LiuMaoguo GongZedong TangA. K. Qin
2020-10-12
Revising FUNSD dataset for key-value detection in document images
Hieu M. VuDiep Thi-Ngoc Nguyen
2020-10-11
Resolution Dependant GAN Interpolation for Controllable Image Synthesis Between Domains
Justin N. M. PinkneyDoron Adler
2020-10-11
SMYRF: Efficient Attention using Asymmetric Clustering
| Giannis DarasNikita KitaevAugustus OdenaAlexandros G. Dimakis
2020-10-11
Efficient Long-Range Convolutions for Point Clouds
Yifan PengLin LinLexing YingLeonardo Zepeda-Núñez
2020-10-11
Training Binary Neural Networks through Learning with Noisy Supervision
Kai HanYunhe WangYixing XuChunjing XuEnhua WuChang Xu
2020-10-10
An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods
Ramtin BabaeipourElham AziziHassan Khotanlou
2020-10-10
Meta-Aggregating Networks for Class-Incremental Learning
| Yaoyao LiuBernt SchieleQianru Sun
2020-10-10
Hindsight Experience Replay with Kronecker Product Approximate Curvature
Dhuruva Priyan G MAbhik SinglaShalabh Bhatnagar
2020-10-09
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization
Alexander KatzmannOliver TaubmannStephen AhmadAlexander MühlbergMichael SühlingHorst-Michael Groß
2020-10-09
Improving Local Identifiability in Probabilistic Box Embeddings
Shib Sankar DasguptaMichael BoratkoDongxu ZhangLuke VilnisXiang Lorraine LiAndrew McCallum
2020-10-09
High-Order Relation Construction and Mining for Graph Matching
Hui XuLiyao XiangYoumin LeXiaoying GanYuting JiaLuoyi FuXinbing Wang
2020-10-09
Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN
Patrick Lumban TobingYi-Chiao WuTomoki Toda
2020-10-09
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation
| Yan ZhangZhijiang GuoZhiyang TengWei LuShay B. CohenZuozhu LiuLidong Bing
2020-10-09
Real-time Mask Detection on Google Edge TPU
Keondo ParkWonyoung JangWoochul LeeKisung NamKihong SeongKyuwook ChaiWen-Syan Li
2020-10-09
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system
Jia-Yi ChangYan-Feng LuYa-Jun LiuBo ZhouHong Qiao
2020-10-09
Attaining Real-Time Super-Resolution for Microscopic Images Using GAN
Vibhu BhatiaYatender Kumar
2020-10-09
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation
Hyung Jun YangTimothy YeoJaewoo An
2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition
Varsha NairMoitrayee ChatterjeeNeda TavakoliAkbar Siami NaminCraig Snoeyink
2020-10-08
Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise
Zixun HuangLi-Wen WangFrank H. F. LeungSunetra BanerjeeDe YangTimothy LeeJuan LyuSai Ho LingYong-Ping Zheng
2020-10-08
Energy-based Out-of-distribution Detection
| Weitang LiuXiaoYun WangJohn D. OwensYixuan Li
2020-10-08
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications
Mahesh PalAkshayB. Charan Teja
2020-10-08
UESegNet: Context Aware Unconstrained ROI Segmentation Networks for Ear Biometric
Aman KambojRajneesh RaniAditya NigamRanjeet Ranjan Jha
2020-10-08
Deformable DETR: Deformable Transformers for End-to-End Object Detection
Xizhou ZhuWeijie SuLewei LuBin LiXiaogang WangJifeng Dai
2020-10-08
Simplicial Neural Networks
Stefania EbliMichaël DefferrardGard Spreemann
2020-10-07
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Yan YangMd Zakir HossainTom GedeonShafin Rahman
2020-10-07
YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors
Kamil KowolMatthias RottmannStefan BrackeHanno Gottschalk
2020-10-07
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation
Moi Hoon YapRyo HachiumaAzadeh AlaviRaphael BrungelManu GoyalHongtao ZhuBill CassidyJohannes RuckertMoshe OlshanskyXiao HuangHideo SaitoSaeed HassanpourChristoph M. FriedrichDavid AscherAnping SongHiroki KajitaDavid GillespieNeil D. ReevesJoseph PappachanClaire O'SheaEibe Frank
2020-10-07
High-Capacity Expert Binary Networks
Adrian BulatBrais MartinezGeorgios Tzimiropoulos
2020-10-07
MH-COVIDNet: Diagnosis of COVID-19 using Deep Neural Networks and Meta-heuristic-based Feature Selection on X-ray Images
| Murat CANAYAZ
2020-10-06
LOGAN: Local Group Bias Detection by Clustering
Jieyu ZhaoKai-Wei Chang
2020-10-06
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
Zhiwei XuThalaiyasingam AjanthanVibhav VineetRichard Hartley
2020-10-06
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation
Allan PintoManuel A. CórdovaLuis G. L. DeckerJose L. Flores-CampanaMarcos R. SouzaAndreza A. dos SantosJhonatas S. ConceiçãoHenrique F. GagliardiDiogo C. LuvizonRicardo da S. TorresHelio Pedrini
2020-10-06
Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters
Weichao LanLiang Lan
2020-10-06
Motion Prediction Using Temporal Inception Module
Tim LebaillySena KicirogluMathieu SalzmannPascal FuaWei Wang
2020-10-06
Image Translation for Medical Image Generation -- Ischemic Stroke Lesions
Moritz PlatscherJonathan ZopesChristian Federau
2020-10-05
Adaptive Automotive Radar data Acquisition
Madhumitha SakthiAhmed Tewfik
2020-10-05
D3Net: Densely connected multidilated DenseNet for music source separation
Naoya TakahashiYuki Mitsufuji
2020-10-05
DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks
Isha GargSayeed Shafayet ChowdhuryKaushik Roy
2020-10-05
Joint Pruning & Quantization for Extremely Sparse Neural Networks
Po-Hsiang YuSih-Sian WuJan P. KloppLiang-Gee ChenShao-Yi Chien
2020-10-05
Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses
Byeonghyeop YuJohyun ShinGyeongjun KimSeungbin RohKeemin Sohn
2020-10-05
Mind the Pad -- CNNs can Develop Blind Spots
Bilal AlsallakhNarine KokhlikyanVivek MiglaniJun YuanOrion Reblitz-Richardson
2020-10-05
A New Mask R-CNN Based Method for Improved Landslide Detection
Silvia Liberata UlloAmrita MohanAlessandro SebastianelliShaik Ejaz AhamedBasant KumarRamji DwivediG. R. Sinha
2020-10-04
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements
Sandipan BanerjeeAjjen JoshiPrashant MahajanSneha BhattacharyaSurvi KyalTaniya Mishra
2020-10-04
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation
| Jeya Maria Jose ValanarasuVishwanath A. SindagiIlker HacihalilogluVishal M. Patel
2020-10-04
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection
Marius SchubertKarsten KahlMatthias Rotmann
2020-10-04
New Revival Phenomena for Linear Integro-Differential Equations
Lyonell BoultonPeter J. OlverBeatrice PelloniDavid A. Smith
2020-10-03
Nonconvex Regularization for Network Slimming:Compressing CNNs Even More
Kevin BuiFredrick ParkShuai ZhangYingyong QiJack Xin
2020-10-03
UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration
Jingfei ChangYang LuPing XueXing WeiZhen Wei
2020-10-03
End-to-End Training of CNN Ensembles for Person Re-Identification
Ayse SerbetciYusuf Sinan Akgul
2020-10-03
Representational aspects of depth and conditioning in normalizing flows
Frederic KoehlerViraj MehtaAndrej Risteski
2020-10-02
Adaptive Neural Layer for Globally Filtered Segmentation
Viktor ShipitsinIaroslav BespalovDmitry V. Dylov
2020-10-02
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images
John B. SigmanGregory P. SpellKevin J LiangLawrence Carin
2020-10-02
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors
Zhe JiangMarcus Stephen KirbyWenchong HeArpan Man Sainju
2020-10-02
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions
Wolfgang FuhlEnkelejda Kasneci
2020-10-02
RDCNet: Instance segmentation with a minimalist recurrent residual network
Raphael OrtizGustavo de MedeirosAntoine H. F. M. PetersPrisca LiberaliMarkus Rempfler
2020-10-02
Efficient Image Super-Resolution Using Pixel Attention
| Hengyuan ZhaoXiangtao KongJingwen HeYu QiaoChao Dong
2020-10-02
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks
Kun YuanQuanquan LiDapeng ChenAojun ZhouJunjie Yan
2020-10-02
Pix2Prof: fast extraction of sequential information from galaxy imagery via deep learning
| Michael J. SmithNikhil AroraConnor StoneStéphane CourteauJames E. Geach
2020-10-01
Tabular GANs for uneven distribution
| Insaf Ashrapov
2020-10-01
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT
Omar Ibrahim Alirr
2020-10-01
BCNN: A Binary CNN with All Matrix Ops Quantized to 1 Bit Precision
Arthur J. RedfernLijun ZhuMolly K. Newquist
2020-10-01
Understanding Self-supervised Learning with Dual Deep Networks
Yuandong TianLantao YuXinlei ChenSurya Ganguli
2020-10-01
An Ultra Lightweight CNN for Low Resource Circuit Component Recognition
Yingnan JuYue Chen
2020-10-01
Deformable Kernel Convolutional Network for Video Extreme Super-Resolution
Xuan XuXin XiongJinge WangXin Li
2020-10-01
Value-based Bayesian Meta-reinforcement Learning and Traffic Signal Control
Yayi ZouZhiwei Qin
2020-10-01
Rain Code : Forecasting Spatiotemporal Precipitation based on Multi-frames Feature using ConvLSTM
Yasuno TakatoIshii AkiraAmakata Masazumi
2020-09-30
DEEPMIR: A DEEP convolutional neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI
Tanweer RashidAhmed AbdulkadirIlya M. NasrallahJeffrey B. WarePascal SpincemailleJ. Rafael RomeroR. Nick BryanSusan R. HeckbertMohamad Habes
2020-09-30
MaterialGAN: Reflectance Capture using a Generative SVBRDF Model
Yu GuoCameron SmithMiloš HašanKalyan SunkavalliShuang Zhao
2020-09-30
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks
Weihao TanDevdhar PatelRobert Kozma
2020-09-30
Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing
| Okan KöpüklüStefan HörmannFabian HerzogHakan CevikalpGerhard Rigoll
2020-09-30
Attention-Driven Body Pose Encoding for Human Activity Recognition
B DebnathM O'brienS. KumarA Behera
2020-09-29
A Multi-term and Multi-task Analyzing Framework for Affective Analysis in-the-wild
Sachihiro YouokuYuushi ToyodaTakahisa YamamotoJunya SaitoRyosuke KawamuraXiaoyu MiKentaro Murase
2020-09-29
Numerical investigation of minimum drag profiles in laminar flow using deep learning surrogates
Li-Wei ChenBerkay Alp CakalXiangyu HuNils Thuerey
2020-09-29
Deep discriminant analysis for task-dependent compact network search
Qing TianTal ArbelJames J. Clark
2020-09-29
Micro-Facial Expression Recognition in Video Based on Optimal Convolutional Neural Network (MFEOCNN) Algorithm
S. D. LalithaK. K. Thyagharajan
2020-09-29
Self-grouping Convolutional Neural Networks
Qingbei GuoXiao-Jun WuJosef KittlerZhiquan Feng
2020-09-29
TinyGAN: Distilling BigGAN for Conditional Image Generation
Ting-Yun ChangChi-Jen Lu
2020-09-29
Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net
Chuanbo WangYe GuoWei ChenZeyun Yu
2020-09-28
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
Kernel Based Progressive Distillation for Adder Neural Networks
Yixing XuChang XuXinghao ChenWei ZhangChunjing XuYunhe Wang
2020-09-28
Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients
Yifei HuangYaodong YuHongyang ZhangYi MaYuan Yao
2020-09-28
Towards Heterogeneous Multi-Agent Reinforcement Learning with Graph Neural Networks
Douglas De Rizzo MeneghettiReinaldo Augusto da Costa Bianchi
2020-09-28
ECGDetect: Detecting Ischemia via Deep Learning
Atandra BurmanJitto TitusDavid GbadeboMelissa Burman
2020-09-28
Group Whitening: Balancing Learning Efficiency and Representational Capacity
Lei HuangLi LiuFan ZhuLing Shao
2020-09-28
Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine
Mahmoud ShamsAmira. A. ElsonbatyWael. Z. ElSawy
2020-09-28
EIS -- a family of activation functions combining Exponential, ISRU, and Softplus
Koushik BiswasSandeep KumarShilpak BanerjeeAshish Kumar Pandey
2020-09-28
G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
| Souradip ChakrabortyAritra Roy GosthipatySayak Paul
2020-09-28
Classification and understanding of cloud structures via satellite images with EfficientUNet
Tashin AhmedNoor Hossain Nuri Sabab
2020-09-27
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution
Hongfeng YouLong YuShengwei TianXiang MaYan XingXiaojie Ma
2020-09-26
Blind Image Super-Resolution with Spatial Context Hallucination
Dong HuoYee-Hong Yang
2020-09-25
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation
Deying KongHaoyu MaXiaohui Xie
2020-09-25
DeepControl: 2D RF pulses facilitating $B_1^+$ inhomogeneity and $B_0$ off-resonance compensation in vivo at 7T
Mads Sloth VindingChristoph Stefan AignerSebastian SchmitterTorben Ellegaard Lund
2020-09-25
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
| Souradip ChakrabortyAritra Roy GosthipatySayak Paul
2020-09-25
Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters
Xudong WangStella X. Yu
2020-09-25
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels
Song Guo
2020-09-25
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network
Hieu T. NguyenTung T. LeThang V. NguyenNhan T. Nguyen
2020-09-25
Sequence-to-Sequence Load Disaggregation Using Multi-Scale Residual Neural Network
Gan ZhouZhi LiMeng FuYanjun FengXingyao WangChengwei Huang
2020-09-25
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Xiaoqiong HuangZejian ChenXin YangZhendong LiuYuxin ZouMingyuan LuoWufeng XueDong Ni
2020-09-24
PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks
Xueli XiaoChunyan JiThosini Bamunu MudiyanselageYi Pan
2020-09-24
A New Approach for Tactical Decision Making in Lane Changing: Sample Efficient Deep Q Learning with a Safety Feedback Reward
M. Ugur YavasN. Kemal UreTufan Kumbasar
2020-09-24
A Computer Vision Approach to Combat Lyme Disease
Sina AkbarianTania CawstonLaurent MorenoSamir PatelVanessa AllenElham Dolatabadi
2020-09-24
Residual Feature Distillation Network for Lightweight Image Super-Resolution
| Jie LiuJie TangGangshan Wu
2020-09-24
Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks
Xiaokang LiuHaijun Song
2020-09-24
Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping
Ahmed NebliIslem Rekik
2020-09-24
Cloud Cover Nowcasting with Deep Learning
Léa BerthomierBruno PradelLior Perez
2020-09-24
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays
Nihad Karim ChowdhuryMd. Muhtadir RahmanNoortaz RezoanaMuhammad Ashad Kabir
2020-09-24
Schizophrenia-mimicking layers outperform conventional neural network layers
Ryuta MizutaniSenta NoguchiRino SaigaMitsuhiro MiyashitaMakoto AraiMasanari Itokawa
2020-09-23
End-to-End Prediction of Parcel Delivery Time with Deep Learning for Smart-City Applications
Arthur Cruz de AraujoAli Etemad
2020-09-23
LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning
Ziqiang ShiLiu LiuRujie LiuXiaoyu Miand Kentaro Murase
2020-09-23
Pruning Convolutional Filters using Batch Bridgeout
Najeeb KhanIan Stavness
2020-09-23
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound
Gavriel HabibNahum KiryatiMiri Sklair-LevyAnat ShalmonOsnat Halshtok NeimanRenata Faermann WeidenfeldYael YagilEli KonenArnaldo Mayer
2020-09-23
GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes
Megi IsallariIslem Rekik
2020-09-23
Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging
Hanwool ParkAmirhossein BayatMohammad SabokrouJan S. KirschkeBjoern H. Menze
2020-09-23
2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification
Albert Mosella-MontoroJavier Ruiz-Hidalgo
2020-09-23
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
Ismail Alaoui AbdellaouiSiamak Mehrkanoon
2020-09-23
Kernelized dense layers for facial expression recognition
M. Amine MahmoudiAladine ChetouaniFatma BouferaHedi Tabia
2020-09-22
A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline
Yerbolat KhassanovSaida MussakhojayevaAlmas MirzakhmetovAlen AdiyevMukhamet NurpeiissovHuseyin Atakan Varol
2020-09-22
Anomalous diffusion dynamics of learning in deep neural networks
Guozhang ChenCheng Kevin QuPulin Gong
2020-09-22
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation
Ran GuGuotai WangTao SongRui HuangMichael AertsenJan DeprestSébastien OurselinTom VercauterenShaoting Zhang
2020-09-22
Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data
Juan CarrilloMark CrowleyGuangyuan PanLiping Fu
2020-09-22
Towards Fast, Accurate and Stable 3D Dense Face Alignment
| Jianzhu GuoXiangyu ZhuYang YangFan YangZhen LeiStan Z. Li
2020-09-21
CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray Images
Ali Al-BawiKarrar Ali Al-KaabiMohammed JeryoAhmad Al-Fatlawi
2020-09-21
Semi-supervised Semantic Segmentation of Organs at Risk on 3D Pelvic CT Images
Zhuangzhuang ZhangTianyu ZhaoHiram GayBaozhou SunWeixiong Zhang
2020-09-21
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images
Lucas O. TeixeiraRodolfo M. PereiraDiego BertoliniLuiz S. OliveiraLoris NanniYandre M. G. Costa
2020-09-21
Deep learning achieves radiologist-level performance of tumor segmentation in breast MRI
Lukas HirschMSYu HuangPhDShaojun LuoPhDCarolina Rossi SaccarelliMDRoberto Lo GulloMDIsaac Daimiel NaranjoMDAlmir G. V. BitencourtPhDNatsuko OnishiMDPhDEun Sook KoPhDDortis LeithnerMDDaly AvendanoMDSarah Eskreis-WinklerMDPhDMary HughesMDDanny F. MartinezMSKatja PinkerMDPhDKrishna JuluruMDAmin E. El-RowmeimMSMAPierre ElnajjarMSHedvig HricakMDElizabeth A. MorrisMDHernan A. MaksePhDLucas C ParraPhDElizabeth J. SuttonMD
2020-09-21
Kernel-Based Smoothness Analysis of Residual Networks
Tom TirerJoan BrunaRaja Giryes
2020-09-21
A Tutorial on Quantum Convolutional Neural Networks (QCNN)
| Seunghyeok OhJaeho ChoiJoongheon Kim
2020-09-20
Transform Domain Pyramidal Dilated Convolution Networks For Restoration of Under Display Camera Images
Hrishikesh P. S.Densen PuthusseryMelvin KuriakoseJiji C. V
2020-09-20
ContourCNN: convolutional neural network for contour data classification
Ahmad DrobyJihad El-Sana
2020-09-20
PIE: Portrait Image Embedding for Semantic Control
Ayush TewariMohamed ElgharibMallikarjun B R.Florian BernardHans-Peter SeidelPatrick PérezMichael ZollhöferChristian Theobalt
2020-09-20
A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks
| Thoudam Doren SinghDivyanshaApoorva Vikram SinghAbdullah Faiz Ur Rahman Khilji
2020-09-19
Gated Res2Net for Multivariate Time Series Analysis
Chao YangMingxing JiangZhongwen GuoYuan Liu
2020-09-19
Inferring, Predicting, and Denoising Causal Wave Dynamics
Matthias KarlbauerSebastian OtteHendrik P. A. LenschThomas ScholtenVolker WulfmeyerMartin V. Butz
2020-09-19
Neural Architecture Search Using Stable Rank of Convolutional Layers
Kengo MachidaKuniaki UtoKoichi ShinodaTaiji Suzuki
2020-09-19
Adversarial Exposure Attack on Diabetic Retinopathy Imagery
Yupeng ChengFelix Juefei-XuQing GuoHuazhu FuXiaofei XieShang-Wei LinWeisi LinYang Liu
2020-09-19
Residual Spatial Attention Network for Retinal Vessel Segmentation
| Changlu GuoMárton SzemenyeiYugen YiWei ZhouHaodong Bian
2020-09-18
Densely Guided Knowledge Distillation using Multiple Teacher Assistants
Wonchul SonJaemin NaWonjun Hwang
2020-09-18
Likelihood-free inference with neural compression of DES SV weak lensing map statistics
Niall JeffreyJustin AlsingFrancois Lanusse
2020-09-17
AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent Loss
Yanlun TuJianxing FengYang Yang
2020-09-17
Urban Traffic Flow Forecast Based on FastGCRNN
Ya ZhangMingming LuHaifeng Li
2020-09-17
Distributional Generalization: A New Kind of Generalization
Preetum NakkiranYamini Bansal
2020-09-17
Label Smoothing and Adversarial Robustness
Chaohao FuHongbin ChenNa RuanWeijia Jia
2020-09-17
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation
Zhouyou GuChangyang SheWibowo HardjawanaSimon LumbDavid McKechnieTodd EsseryBranka Vucetic
2020-09-17
EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for Edge Devices by Network Candidate Search
| Ching-Chen WangChing-Te ChiuJheng-Yi Chang
2020-09-16
Pooling Methods in Deep Neural Networks, a Review
Hossein GholamalinezhadHossein Khosravi
2020-09-16
Brain tumour segmentation using cascaded 3D densely-connected U-net
Mina GhaffariArcot SowmyaRuth Oliver
2020-09-16
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image
Lukman HakimNovanto YudistiraMuthusubash KavithaTakio Kurita
2020-09-16
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View
Erick Galinkin
2020-09-16
Activation Functions: Do They Represent A Trade-Off Between Modular Nature of Neural Networks And Task Performance
Himanshu Pradeep AswaniAmit Sethi
2020-09-16
Learning Functors using Gradient Descent
Bruno Gavranović
2020-09-15
Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation
Soham ChattopadhyayHritam Basak
2020-09-15
A Mobile App for Wound Localization using Deep Learning
D. M. AnisuzzamanYash PatelJeffrey NiezgodaSandeep GopalakrishnanZeyun Yu
2020-09-15
F3RNet: Full-Resolution Residual Registration Network for Multimodal Image Registration
Zhe XuJie LuoJiangpeng YanXiu LiJagadeesan Jayender
2020-09-15
Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association
Thosini Bamunu MudiyanselageXiujuan LeiNipuna SenanayakeYanqing ZhangYi Pan
2020-09-15
ResNet-like Architecture with Low Hardware Requirements
Elena LimonovaDaniil AlfonsoDmitry NikolaevVladimir V. Arlazarov
2020-09-15
Understanding Deformable Alignment in Video Super-Resolution
Kelvin C. K. ChanXintao WangKe YuChao DongChen Change Loy
2020-09-15
Old Photo Restoration via Deep Latent Space Translation
| Ziyu WanBo ZhangDongdong ChenPan ZhangDong ChenJing LiaoFang Wen
2020-09-14
Controllable neural text-to-speech synthesis using intuitive prosodic features
Tuomo RaitioRamya RasipuramDan Castellani
2020-09-14
WDRN : A Wavelet Decomposed RelightNet for Image Relighting
Densen PuthusseryHrishikesh P. S.Melvin KuriakoseJiji C. V
2020-09-14
Data Augmentation and Clustering for Vehicle Make/Model Classification
Mohamed NafziMichael BrauckmannTobias Glasmachers
2020-09-14
Efficient Transformers: A Survey
Yi TayMostafa DehghaniDara BahriDonald Metzler
2020-09-14
Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction
Mohammad Amin MoridOlivia R. Liu ShengKensaku KawamotoSamir Abdelrahman
2020-09-14
AutoML for Multilayer Perceptron and FPGA Co-design
Philip ColangeloOren SegalAlex SpeicherMartin Margala
2020-09-14
Prior Knowledge about Attributes: Learning a More Effective Potential Space for Zero-Shot Recognition
Chunlai ChaiYukuan LouShijin Zhang
2020-09-14
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
Hao TanRan ChengShihua HuangCheng HeChangxiao QiuFan YangPing Luo
2020-09-14
GINet: Graph Interaction Network for Scene Parsing
Tianyi WuYu LuYu ZhuChuang ZhangMing WuZhanyu MaGuodong Guo
2020-09-14
Adaptive Convolution Kernel for Artificial Neural Networks
F. Boray Tekİlker ÇamDeniz Karlı
2020-09-14
EfficientSeg: An Efficient Semantic Segmentation Network
Vahit Bugra YesilkaynakYusuf H. SahinGozde Unal
2020-09-14
GIA-Net: Global Information Aware Network for Low-light Imaging
Zibo MengRunsheng XuChiu Man Ho
2020-09-14
Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation
Apurva PandyaCatherine SamuelNisargkumar PatelVaibhavkumar PatelThangarajah Akilan
2020-09-13
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training
Xuyang ShenJo PlestedYue YaoTom Gedeon
2020-09-13
Deep learning denoising for EOG artifacts removal from EEG signals
Najmeh MashhadiAbolfazl Zargari KhuzaniMorteza HeidariDonya Khaledyan
2020-09-12
Corrective feedback, emphatic speech synthesis, visual-speech exaggeration, pronunciation learning
Yaohua BuWeijun LiTianyi MaShengqi ChenJia JiaKun LiXiaobo Lu
2020-09-12
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Yuxuan CaiHongjia LiGeng YuanWei NiuYanyu LiXulong TangBin RenYanzhi Wang
2020-09-12
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering
Chaojie JiHongwei ChenRuxin WangYunpeng CaiHongyan Wu
2020-09-12
Monocular Depth Estimation Using Multi Scale Neural Network And Feature Fusion
| Abhinav Sagar
2020-09-11
Monocular Depth Estimation Using Multi Scale Neural Network And Feature Fusion
| Abhinav Sagar
2020-09-11
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation
Lipei ZhangAozhi LiuJing XiaoPaul Taylor
2020-09-11
Applications of Deep Neural Networks
Jeff Heaton
2020-09-11
Inverse mapping of face GANs
Nicky BayatVahid Reza KhazaieYalda Mohsenzadeh
2020-09-11
Optimizing Convolutional Neural Network Architecture via Information Field
Yuke WangBoyuan FengXueqiao PengYufei Ding
2020-09-11
Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN
August LidfeltDaniel IsakssonLudwig HedlundSimon ÅbergMarkus BorgErik Larsson
2020-09-11
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks
Zhu BaozhouPeter HofsteeJinho LeeZaid Al-Ars
2020-09-11
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans
Paschalis BizopoulosNicholas VretosPetros Daras
2020-09-10
Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema
Jérémy ScheurerClaudio FerrariLuis Berenguer Todo BomMichaela BeerWerner KempfLuis Haug
2020-09-10
COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network
Shakib YazdaniShervin MinaeeRahele KafiehNarges SaeedizadehMilan Sonka
2020-09-10
SWP-Leaf NET: a novel multistage approach for plant leaf identification based on deep learning
Ali BeikmohammadiKarim FaezAli Motallebi
2020-09-10
Towards Fine-grained Large Object Segmentation 1st Place Solution to 3D AI Challenge 2020 -- Instance Segmentation Track
| Zehui ChenQiaofei LiFeng Zhao
2020-09-10
Globally-scalable Automated Target Recognition (GATR)
Gary ChernAusten GroenerMichael HarnerTyler KuhnsAndy LamStephen O'NeillMark Pritt
2020-09-10
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images
Julian Alberto PalladinoDiego Fernandez SlezakEnzo Ferrante
2020-09-10
Finite Group Equivariant Neural Networks for Games
Oisín CarrollJoeran Beel
2020-09-10
Is each layer non-trivial in CNN?
Wei WangZhuoxu CuiDong Liang
2020-09-09
Time-Based Roofline for Deep Learning Performance Analysis
Yunsong WangCharlene YangSteven FarrellYan ZhangThorsten KurthSamuel Williams
2020-09-09
Method for classifying a noisy Raman spectrum based on a wavelet transform and a deep neural network
Liangrui PanPronthep PipitsunthonsanChalongrat DaengngamSittiporn ChannumsinSuwat SreesawetMitchai Chongcheawchamnan
2020-09-09
MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism
| Ke ZhangYukun SuXiwang GuoLiang QiZhenbing Zhao
2020-09-09
Tactical Decision Making for Emergency Vehicles based on a Combinational Learning Method
Haoyi NiuJianming Hu
2020-09-09
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks
Tabea KossenPooja SubramaniamVince I. MadaiAnja HennemuthKristian HildebrandAdam HilbertJan SobeskyMichelle LivneIvana GalinovicAhmed A. KhalilJochen B. FiebachDietmar Frey
2020-09-09
not-so-BigGAN: Generating High-Fidelity Images on a Small Compute Budget
Seungwook HanAkash SrivastavaCole HurwitzPrasanna SattigeriDavid D. Cox
2020-09-09
A Deep Neural Network Tool for Automatic Segmentation of Human Body Parts in Natural Scenes
Patrick McClureGabrielle ReimannMichal RamotFrancisco Pereira
2020-09-08
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models
Yuanhao Gong
2020-09-08
TanhSoft -- a family of activation functions combining Tanh and Softplus
Koushik BiswasSandeep KumarShilpak BanerjeeAshish Kumar Pandey
2020-09-08
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
Tiago AzevedoRené de JongPartha Maji
2020-09-07
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution
Rao Muhammad UmerChristian Micheloni
2020-09-07
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution
Zhaoyu SuPin Siang TanJunkang ChowJimmy WuYehur CheongYu-Hsing Wang
2020-09-07
Deepfake detection: humans vs. machines
Pavel KorshunovSébastien Marcel
2020-09-07
Active deep learning method for the discovery of objects of interest in large spectroscopic surveys
Petr ŠkodaOndřej PodsztavekPavel Tvrdík
2020-09-07
TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer
| Artem SevastopolskyMaria KolosVictor Lempitsky
2020-09-06
CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations
Bryan M. Li.Theoklitos AmvrosiadisNathalie RochefortArno Onken
2020-09-06
The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net
Ayat AbedallaMalak AbdullahMahmoud Al-AyyoubElhadj Benkhelifa
2020-09-06
Visual Object Tracking by Segmentation with Graph Convolutional Network
Bo JiangaPanpan ZhangLili Huang
2020-09-05
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling
Haochuan JiangChengjia WangAgisilaos ChartsiasSotirios A. Tsaftaris
2020-09-05
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution
Ze WangXiuyuan ChengGuillermo SapiroQiang Qiu
2020-09-04
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
Jaeseong LeeDuseok KangSoonhoi Ha
2020-09-04
Looking for change? Roll the Dice and demand Attention
| Foivos I. DiakogiannisFrançois WaldnerPeter Caccetta
2020-09-04
VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map
Mohamed KerkechAdel HafianeRaphael Canals
2020-09-03
Assessment of unsteady flow predictions using hybrid deep learning based reduced order models
Sandeep Reddy BukkaRachit GuptaAllan Ross MageeRajeev Kumar Jaiman
2020-09-03
HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis
Jiawei ChenXu TanJian LuanTao QinTie-Yan Liu
2020-09-03
Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images
Rui LiShunyi ZhengChenxi DuanJianlin Su
2020-09-03
ESMFL: Efficient and Secure Models for Federated Learning
Sheng LinChenghong WangHongjia LiJieren DengYanzhi WangCaiwen Ding
2020-09-03
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models
| Adrian GaldranAndré AnjosJosé DolzHadi ChakorHervé LombaertIsmail Ben Ayed
2020-09-03
Spatial Transformer Point Convolution
Yuan FangChunyan XuZhen CuiYuan ZongJian Yang
2020-09-03
Algebraic Neural Networks: Stability Properties
Alejandro Parada-MayorgaAlejandro Ribeiro
2020-09-03
Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network
Da HeXiaoyu ShangJiajia Luo
2020-09-03
TAP-Net: Transport-and-Pack using Reinforcement Learning
Ruizhen HuJuzhan XuBin ChenMinglun GongHao ZhangHui Huang
2020-09-03
Modification method for single-stage object detectors that allows to exploit the temporal behaviour of a scene to improve detection accuracy
Menua Gevorgyan
2020-09-03
MIPGAN -- Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN
Haoyu ZhangSushma VenkateshRaghavendra RamachandraKiran RajaNaser DamerChristoph Busch
2020-09-03
Computational Analysis of Deformable Manifolds: from Geometric Modelling to Deep Learning
Stefan C Schonsheck
2020-09-03
WaveGrad: Estimating Gradients for Waveform Generation
| Nanxin ChenYu ZhangHeiga ZenRon J. WeissMohammad NorouziWilliam Chan
2020-09-02
Beyond Observed Connections : Link Injection
Jie BuM. MarufArka Daw
2020-09-02
Robust Object Classification Approach using Spherical Harmonics
Ayman MukhaimarRuwan TennakoonChow Yin LaiReza HoseinnezhadAlireza Bab-Hadiashar
2020-09-02
Application of LSTM architectures for next frame forecasting in Sentinel-1 images time series
Waytehad MoskolaïWahabou AbdouAlbert DipandaDina Taiwe Kolyang
2020-09-02
Lifelong Object Detection
Wang ZhouShiyu ChangNorma SosaHendrik HamannDavid Cox
2020-09-02
Speaker Representation Learning using Global Context Guided Channel and Time-Frequency Transformations
Wei XiaJohn H. L. Hansen
2020-09-02
Neural Crossbreed: Neural Based Image Metamorphosis
Sanghun ParkKwanggyoon SeoJunyong Noh
2020-09-02
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines
Thomas BeznikPaul SmythGaël de LannoyJohn A. Lee
2020-09-02
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial Attention
| Haiwei WuJiantao ZhouYuanman Li
2020-09-02
Transform Quantization for CNN Compression
Sean I. YoungWang ZheDavid TaubmanBernd Girod
2020-09-02
Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images
| Sagar Kora Venu
2020-09-02
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks
Shreshth TuliShashikant IlagerKotagiri RamamohanaraoRajkumar Buyya
2020-09-01
RangeRCNN: Towards Fast and Accurate 3D Object Detection with Range Image Representation
Zhidong LiangMing ZhangZehan ZhangXian ZhaoShiliang Pu
2020-09-01
A Framework For Contrastive Self-Supervised Learning And Designing A New Approach
| William Falcon
2020-08-31
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions
Shih-Yuan YuArnav V. MalawadeDeepan MuthirayanPramod P. KhargonekarMohammad A. Al Faruque
2020-08-31
A Framework For Contrastive Self-Supervised Learning And Designing A New Approach
William FalconKyunghyun Cho
2020-08-31
GIF: Generative Interpretable Faces
| Partha GhoshPravir Singh GuptaRoy UzielAnurag RanjanMichael BlackTimo Bolkart
2020-08-31
VarifocalNet: An IoU-aware Dense Object Detector
| Haoyang ZhangYing WangFeras DayoubNiko Sünderhauf
2020-08-31
Deep Probabilistic Feature-metric Tracking
Binbin XuAndrew J. DavisonStefan Leutenegger
2020-08-31
Unpaired Learning of Deep Image Denoising
Xiaohe WuMing LiuYue CaoDongwei RenWangmeng Zuo
2020-08-31
Langevin Cooling for Domain Translation
Vignesh SrinivasanKlaus-Robert MüllerWojciech SamekShinichi Nakajima
2020-08-31
Deep Hypergraph U-Net for Brain Graph Embedding and Classification
| Mert LostarIslem Rekik
2020-08-30
A Compact Deep Architecture for Real-time Saliency Prediction
Samad ZabihiHamed Rezazadegan TavakoliAli Borji
2020-08-30
AKHCRNet: Bengali Handwritten Character Recognition Using Deep Learning
Akash Roy
2020-08-29
Dual Attention GANs for Semantic Image Synthesis
| Hao TangSong BaiNicu Sebe
2020-08-29
An Algorithm to locate the centers of Baryon Acoustic Oscillations
Z. BrownG. MishtakuR. DeminaY. LiuC. Popik
2020-08-28
MCMIA: Model Compression Against Membership Inference Attack in Deep Neural Networks
Yijue WangChenghong WangZigeng WangShanglin ZhouHang LiuJinbo BiCaiwen DingSanguthevar Rajasekaran
2020-08-28
Adaptive WGAN with loss change rate balancing
Xu OuyangGady Agam
2020-08-28
Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data
Farhad Farokhi
2020-08-28
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method
Guangshuai GaoQingjie LiuYunhong Wang
2020-08-28
Predicting Training Time Without Training
Luca ZancatoAlessandro AchilleAvinash RavichandranRahul BhotikaStefano Soatto
2020-08-28
A free web service for fast COVID-19 classification of chest X-Ray images
Jose David Bermudez CastroRicardo ReiJose E. RuizPedro Achanccaray DiazSmith Arauco CanchumuniCristian Muñoz VillalobosFelipe Borges CoelhoLeonardo Forero MendozaMarco Aurelio C. Pacheco
2020-08-27
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data
Gautam Rajendrakumar GareJiayuan LiRohan JoshiMrunal Prashant VazeRishikesh MagarMichael YousefpourRicardo Luis RodriguezJohn Micheal Galeotti
2020-08-27
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks
Steff FarleyJo E. A. HodgkinsonOliver M. GordonJoanna TurnerAndrea SoltoggioPhilip J. MoriartyEugenie Hunsicker
2020-08-27
Multi-task deep CNN model for no-reference image quality assessment on smartphone camera photos
Chen-Hsiu HuangJa-Ling Wu
2020-08-27
Dual Channel Hypergraph Collaborative Filtering
Shuyi JiYifan FengRongrong JiXibin ZhaoWanwan TangYue Gao.
2020-08-27
Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data
| Ondřej CífkaUmut ŞimşekliGaël Richard
2020-08-26
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation
Cian M. ScannellAmedeo ChiribiriMitko Veta
2020-08-26
Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs
R. IzquierdoA. QuintanarI. ParraD. Fernandez-LlorcaM. A. Sotelo
2020-08-26
Making a Case for 3D Convolutions for Object Segmentation in Videos
Sabarinath MahadevanAli AtharAljoša OšepSebastian HennenLaura Leal-TaixéBastian Leibe
2020-08-26
5G Utility Pole Planner Using Google Street View and Mask R-CNN
Yanyu ZhangOsama Alshaykh
2020-08-26
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search
Yun-Chun ChenChen GaoEsther RobbJia-Bin Huang
2020-08-26
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction
Rupal AgravatMehul S Raval
2020-08-25
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy
Wenchong HeArpan Man SainjuZhe JiangDa Yan
2020-08-25
PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
Zhize LiHongyan BaoXiangliang ZhangPeter Richtárik
2020-08-25
CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images
Madhav AgarwalAjoy MondalC. V. Jawahar
2020-08-25
Adaptive Context-Aware Multi-Modal Network for Depth Completion
Shanshan ZhaoMingming GongHuan FuDacheng Tao
2020-08-25
On estimating gaze by self-attention augmented convolutions
Gabriel LefundesLuciano Oliveira
2020-08-25
FastSal: a Computationally Efficient Network for Visual Saliency Prediction
Feiyan HuKevin McGuinness
2020-08-25
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation
Jianbo LiuJunjun HeJiawei ZhangJimmy S. RenHongsheng Li
2020-08-24
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module
Martin GerdzhevRyan RazaniEhsan TaghaviBingbing Liu
2020-08-24
Video Interpolation via Generalized Deformable Convolution
Zhihao ShiXiaohong LiuKangdi ShiLinhui DaiJun Chen
2020-08-24
Cascade Convolutional Neural Network for Image Super-Resolution
Jianwei Zhangzhenxing Wangyuhui ZhengGuoqing Zhang
2020-08-24
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks
| Salman MaqboolAqsa RiazHasan SajidOsman Hasan
2020-08-23
Vision at A Glance: Interplay between Fine and Coarse Information Processing Pathways
Zilong JiXiaolong ZouTiejun HuangSi Wu
2020-08-23
Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation
Rohit MohanAbhinav Valada
2020-08-23
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction
Dongjie WangYan YangShangming Ning
2020-08-22
PNEN: Pyramid Non-Local Enhanced Networks
Feida ZhuChaowei FangKai-Kuang Ma
2020-08-22
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior
Yi-Si LuoXi-Le ZhaoTai-Xiang JiangYu-Bang ZhengYi Chang
2020-08-22
DeepLandscape: Adversarial Modeling of Landscape Video
Elizaveta LogachevaRoman SuvorovOleg KhomenkoAnton MashikhinVictor Lempitsky
2020-08-21
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans
Muhammad AleemRahul RajArshad Khan
2020-08-21
Explainable Recommender Systems via Resolving Learning Representations
Ninghao LiuYong GeLi LiXia HuRui ChenSoo-Hyun Choi
2020-08-21
Align Deep Features for Oriented Object Detection
| Jiaming HanJian DingJie LiGui-Song Xia
2020-08-21
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition
| Zitong YuBenjia ZhouJun WanPichao WangHaoyu ChenXin LiuStan Z. LiGuoying Zhao
2020-08-21
Method to Classify Skin Lesions using Dermoscopic images
Hemanth Nadipineni
2020-08-21
An Improved Person Re-identification Method by light-weight convolutional neural network
Sajad Amouei SheshkalKazim Fouladi-GhalehHossein Aghababa
2020-08-21
Monocular Expressive Body Regression through Body-Driven Attention
| Vasileios ChoutasGeorgios PavlakosTimo BolkartDimitrios TzionasMichael J. Black
2020-08-20
Single Image Super-Resolution via a Holistic Attention Network
Ben NiuWeilei WenWenqi RenXiangde ZhangLianping YangShuzhen WangKaihao ZhangXiaochun CaoHaifeng Shen
2020-08-20
Co-Saliency Detection with Co-Attention Fully Convolutional Network
Guangshuai GaoWenting ZhaoQingjie LiuYunhong Wang
2020-08-20
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations
Prarthana BhattacharyyaKrzysztof Czarnecki
2020-08-20
Direct Adversarial Training for GANs
Ziqiang Li
2020-08-19
Generating Adjacency Matrix for Video-Query based Video Moment Retrieval
Yuan ZhouMingfei WangRuolin WangShuwei Huo
2020-08-19
Slide-free MUSE Microscopy to H&E Histology Modality Conversion via Unpaired Image-to-Image Translation GAN Models
Tanishq AbrahamAndrew ShawDaniel O'ConnorAustin ToddRichard Levenson
2020-08-19
Improving Blind Spot Denoising for Microscopy
Anna S. GoncharovaAlf HonigmannFlorian JugAlexander Krull
2020-08-19
No-reference Quality Assessment with Unsupervised Domain Adaptation
Baoliang ChenHaoliang LiHongfei FanShiqi Wang
2020-08-19
Anchor-free Small-scale Multispectral Pedestrian Detection
| Alexander WolpertMichael TeutschM. Saquib SarfrazRainer Stiefelhagen
2020-08-19
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT
Giorgio Pietro BiondettiRomane GauriauChristopher P. BridgeCharles LuKatherine P. Andriole
2020-08-19
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data
Meng YeQiaoying HuangDong YangPengxiang WuJingru YiLeon AxelDimitris Metaxas
2020-08-18
CinC-GAN for Effective F0 prediction for Whisper-to-Normal Speech Conversion
Maitreya PatelMirali PurohitJui ShahHemant A. Patil
2020-08-18
One-pixel Signature: Characterizing CNN Models for Backdoor Detection
Shanjiaoyang HuangWeiqi PengZhiwei JiaZhuowen Tu
2020-08-18
Multilanguage Number Plate Detection using Convolutional Neural Networks
Jatin GuptaVandana SainiKamaldeep Garg
2020-08-18
Deep Learning Based Source Separation Applied To Choir Ensembles
Darius PetermannPritish ChandnaHelena CuestaJordi BonadaEmilia Gomez
2020-08-17
How to Train Your Robust Human Pose Estimator: Pay Attention to the Constraint Cue
Junjie HuangZheng ZhuGuan HuangDalong Du
2020-08-17
DeepGIN: Deep Generative Inpainting Network for Extreme Image Inpainting
Chu-Tak LiWan-Chi SiuZhi-Song LiuLi-Wen WangDaniel Pak-Kong Lun
2020-08-17
Improving Emergency Response during Hurricane Season using Computer Vision
Marc BoschChristian ConroyBenjamin OrtizPhilip Bogden
2020-08-17
GLOD: Gaussian Likelihood Out of Distribution Detector
| Guy AmitMoshe LevyIshai RosenbergAsaf ShabtaiYuval Elovici
2020-08-16
Adaptive Signal Variances: CNN Initialization Through Modern Architectures
Takahiko HenmiEsmeraldo Ronnie Rey ZaraYoshihiro HirohashiTsuyoshi Kato
2020-08-16
An adaptive synchronization approach for weights of deep reinforcement learning
S. Amirreza BadranMansoor Rezghi
2020-08-16
Spontaneous preterm birth prediction using convolutional neural networks
Tomasz WłodarczykSzymon PłotkaPrzemysław RokitaNicole Sochacki-WójcickaJakub WójcickiMichał LipaTomasz Trzciński
2020-08-16
InstanceMotSeg: Real-time Instance Motion Segmentation for Autonomous Driving
Eslam MohamedMahmoud EwaishaMennatullah SiamHazem RashedSenthil YogamaniAhmad El-Sallab
2020-08-16
New Normal: Cooperative Paradigm for Covid-19 Timely Detection and Containment using Internet of Things and Deep Learning
Farooque Hassan KumbharSyed Ali HassanSoo Young Shin
2020-08-15
Reinforcement Learning with Quantum Variational Circuits
Owen LockwoodMei Si
2020-08-15
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
| Karan GoelAlbert GuYixuan LiChristopher Ré
2020-08-15
Object Detection in the Context of Mobile Augmented Reality
Xiang LiYuan TianFuyao ZhangShuxue QuanYi Xu
2020-08-15
Single image dehazing for a variety of haze scenarios using back projected pyramid network
| Ayush SinghAjay BhaveDilip K. Prasad
2020-08-15
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI
Francesco La RosaErin S BeckAhmed AbdulkadirJean-Philippe ThiranDaniel S ReichPascal SatiMeritxell Bach Cuadra
2020-08-15
Chrome Dino Run using Reinforcement Learning
Divyanshu MarwahSneha SrivastavaAnusha GuptaShruti Verma
2020-08-15
Neural Network-based Automatic Factor Construction
Jie FangJianwu LinShutao XiaYong JiangZhikang XiaXiang Liu
2020-08-14
Feedback Attention for Cell Image Segmentation
Hiroki TsudaEisuke ShibuyaKazuhiro Hotta
2020-08-14
Not 3D Re-ID: a Simple Single Stream 2D Convolution for Robust Video Re-identification
Toby P. BreckonAishah Alsehaim
2020-08-14
AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising
Jawook GuJong Chul Ye
2020-08-13
Powers of layers for image-to-image translation
Hugo TouvronMatthijs DouzeMatthieu CordHervé Jégou
2020-08-13
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation
| Jialian WuLiangchen SongTiancai WangQian ZhangJunsong Yuan
2020-08-13
What leads to generalization of object proposals?
Rui WangDhruv MahajanVignesh Ramanathan
2020-08-13
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation
| Xixia XuQi ZouXue Lin
2020-08-13
Conv-Transformer Transducer: Low Latency, Low Frame Rate, Streamable End-to-End Speech Recognition
Wenyong HuangWenchao HuYu Ting YeungXiao Chen
2020-08-13
Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style Conversion
Dipjyoti PaulMuhammed PV ShifasYannis PantazisYannis Stylianou
2020-08-13
An Ensemble of Simple Convolutional Neural Network Models for MNIST Digit Recognition
| Sanghyeon AnMinjun LeeSanglee ParkHeerin YangJungmin So
2020-08-12
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation
| Abhinav Sagar
2020-08-12
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning
Bita HoushmandNaimul Khan
2020-08-12
LogoDet-3K: A Large-Scale Image Dataset for Logo Detection
| Jing WangWeiqing MinSujuan HouShengnan MaYuanjie ZhengShuqiang Jiang
2020-08-12
Local Temperature Scaling for Probability Calibration
Zhipeng DingXu HanPeirong LiuMarc Niethammer
2020-08-12
Leveraging Automated Mixed-Low-Precision Quantization for tiny edge microcontrollers
Manuele RusciMarco FariselliAlessandro CapotondiLuca Benini
2020-08-12
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation
Iason KatsamenisEftychios ProtopapadakisAnastasios DoulamisNikolaos DoulamisAthanasios Voulodimos
2020-08-12
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomograph
Patrick LeydonMartin O'ConnellDerek GreeneKathleen M Curran
2020-08-12
Text Classification based on Multi-granularity Attention Hybrid Neural Network
Zhenyu LiuChaohong LuHaiwei HuangShengfei LyuZhenchao Tao
2020-08-12
Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation
Shashank ManjunathAitzaz NathanielJeff DruceStan German
2020-08-12
Using convolution neural networks to learn enhanced fiber orientation distribution models from commercially available diffusion magnetic resonance imaging
Oeslle LucenaSjoerd B. VosVejay VakhariaJohn DuncanKeyoumars AshkanRachel SparksSebastien Ourselin
2020-08-12
PneumoXttention: A CNN compensating for Human Fallibility when Detecting Pneumonia through CXR images with Attention
Sanskriti Singh
2020-08-11
Modeling Prosodic Phrasing with Multi-Task Learning in Tacotron-based TTS
Rui LiuBerrak SismanFeilong BaoGuanglai GaoHaizhou Li
2020-08-11
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images
Zhuangzhuang ZhangTianyu ZhaoHiram GayWeixiong ZhangBaozhou Sun
2020-08-11
Spectrum and Prosody Conversion for Cross-lingual Voice Conversion with CycleGAN
Zongyang DuKun ZhouBerrak SismanHaizhou Li
2020-08-11
Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations
Yongchao LiuYue JinYong ChenTeng TengHang OuRui ZhaoYao Zhang
2020-08-11
PiNet: Attention Pooling for Graph Classification
| Peter MeltzerMarcelo Daniel Gutierrez MalleaPeter J. Bentley
2020-08-11
Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving
Xiaofeng LiuYimeng ZhangXiongchang LiuSong BaiSite LiJane You
2020-08-11
GeLaTO: Generative Latent Textured Objects
Ricardo Martin-BruallaRohit PandeySofien BouazizMatthew BrownDan B Goldman
2020-08-11
Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks
Houman Owhadi
2020-08-10
Deep Learning-based Human Detection for UAVs with Optical and Infrared Cameras: System and Experiments
Timo HinzmannTobias StegemannCesar CadenaRoland Siegwart
2020-08-10
2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework
Haoyu ChenZitong YuXin LiuWei PengYoon LeeGuoying Zhao
2020-08-10
Spatiotemporal Contrastive Video Representation Learning
Rui QianTianjian MengBoqing GongMing-Hsuan YangHuisheng WangSerge BelongieYin Cui
2020-08-09
Directed hypergraph neural network
Loc Hoang TranLinh Hoang Tran
2020-08-09
DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks
Nitin RathiKaushik Roy
2020-08-09
SpeedySpeech: Efficient Neural Speech Synthesis
Jan VainerOndřej Dušek
2020-08-09
Unravelling Small Sample Size Problems in the Deep Learning World
Rohit KeshariSoumyadeep GhoshSaheb ChhabraMayank VatsaRicha Singh
2020-08-08
Using PSPNet and UNet to analyze the internal parameter relationship and visualization of the convolutional neural network
Wei Wang
2020-08-08
Using UNet and PSPNet to explore the reusability principle of CNN parameters
Wei Wang
2020-08-08
Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion
Renwei DianShutao LiBin SunAnjing Guo
2020-08-08
RPT: Learning Point Set Representation for Siamese Visual Tracking
Ziang MaLinyuan WangHaitao ZhangWei LuJun Yin
2020-08-08
Towards Lossless Binary Convolutional Neural Networks Using Piecewise Approximation
Baozhou Zhu Zaid Al-ArsWei Pan
2020-08-08
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization
Zhiwen ZuoQijiang XuHuiming ZhangZhizhong WangHaibo ChenAilin LiLei ZhaoWei XingDongming Lu
2020-08-08
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images
Aditya SriramShivam KalraMorteza BabaieBrady KiefferWaddah Al DrobiShahryar RahnamayanHany KashaniHamid R. Tizhoosh
2020-08-08
Convex Q-Learning, Part 1: Deterministic Optimal Control
Prashant G. MehtaSean P. Meyn
2020-08-08
Location-aware Graph Convolutional Networks for Video Question Answering
| Deng HuangPeihao ChenRunhao ZengQing DuMingkui TanChuang Gan
2020-08-07
Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images
Sohini Roychowdhury
2020-08-07
Textual Description for Mathematical Equations
| Ajoy MondalC. V. Jawahar
2020-08-07
Global Context Aware Convolutions for 3D Point Cloud Understanding
Zhiyuan ZhangBinh-Son HuaWei ChenYibin TianSai-Kit Yeung
2020-08-07
The Ensemble Method for Thorax Diseases Classification
Bayu A. Nugroho
2020-08-07
A Multi-Task Learning Approach for Human Action Detection and Ergonomics Risk Assessment
Behnoosh ParsaAshis G. Banerjee
2020-08-07
Convolutional Complex Knowledge Graph Embeddings
| Caglar DemirAxel-Cyrille Ngonga Ngomo
2020-08-07
Deep Q-Network Based Multi-agent Reinforcement Learning with Binary Action Agents
Abdul Mueed HafizGhulam Mohiuddin Bhat
2020-08-06
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
Rameen AbdalPeihao ZhuNiloy MitraPeter Wonka
2020-08-06
Structured Convolutions for Efficient Neural Network Design
Yash BhalgatYizhe ZhangJamie LinFatih Porikli
2020-08-06
ConvBERT: Improving BERT with Span-based Dynamic Convolution
Zihang JiangWeihao YuDaquan ZhouYunpeng ChenJiashi FengShuicheng Yan
2020-08-06
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance
Nandan Kumar JhaSparsh Mittal
2020-08-06
IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents
Ajoy MondalPeter LippsC. V. Jawahar
2020-08-06
Learnable Graph Inception Network for Emotion Recognition
A. ShirianS. TripathiT. Guha
2020-08-06
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network
Cong WangYutong WuZhixun SuJunyang Chen
2020-08-06
Structure-SLAM: Low-Drift Monocular SLAM in Indoor Environments
Yanyan LiNikolas BraschYida WangNassir NavabFederico Tombari
2020-08-05
Continuous-in-Depth Neural Networks
| Alejandro F. QueirugaN. Benjamin ErichsonDane TaylorMichael W. Mahoney
2020-08-05
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
Ruigang FuQingyong HuXiaohu DongYulan GuoYinghui GaoBiao Li
2020-08-05
Global Voxel Transformer Networks for Augmented Microscopy
Zhengyang WangYaochen XieShuiwang Ji
2020-08-05
Compact Graph Architecture for Speech Emotion Recognition
A. ShirianT. Guha
2020-08-05
Content based singing voice source separation via strong conditioning using aligned phonemes
Gabriel Meseguer-BrocalGeoffroy Peeters
2020-08-05
Graph Convolution with Low-rank Learnable Local Filters
| Xiuyuan ChengZichen MiaoQiang Qiu
2020-08-04
Physics-Informed Deep Neural Networks for Transient Electromagnetic Analysis
Oameed NoakoasteenShu WangZhen PengChristos Christodoulou
2020-08-04
Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting
Yu HuangYufei TangHanqi ZhuangJames VanZwietenLaurent Cherubin
2020-08-04
Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites
Giovanni PasqualinoAntonino FurnariGiovanni SignorelloGiovanni Maria Farinella
2020-08-04
Learning from a Complementary-label Source Domain: Theory and Algorithms
Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-08-04
Central object segmentation by deep learning for fruits and other roundish objects
| Motohisa FukudaTakashi OkunoShinya Yuki
2020-08-04
Hierarchical Context Embedding for Region-based Object Detection
Zhao-Min ChenXin JinBorui ZhaoXiu-Shen WeiYanwen Guo
2020-08-04
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
Hyungjin ChungEunju ChaLeonard SunwooJong Chul Ye
2020-08-04
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track
Zehao HuangZehui ChenQiaofei LiHongkai ZhangNaiyan Wang
2020-08-04
Hyperspectral Image Classification with Spatial Consistence Using Fully Convolutional Spatial Propagation Network
Yenan JiangYing LiShanrong ZouHaokui ZhangYunpeng Bai
2020-08-04
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation
Hui ZhouXinge ZhuXiao SongYuexin MaZhe WangHongsheng LiDahua Lin
2020-08-04
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images
T. KowsalyaS. L. UlloC. ZarroK. L. HemalathaB. D. Parameshachari
2020-08-04
Look into Facial Expression Domain Adaptation: Adversarial Graph Learning and A Fair Evaluation Benchmark
Tianshui ChenTao PuYuan XieHefeng WuLingbo LiuLiang Lin
2020-08-03
Making Coherence Out of Nothing At All: Measuring the Evolution of Gradient Alignment
Satrajit ChatterjeePiotr Zielinski
2020-08-03
Sub-Pixel Back-Projection Network For Lightweight Single Image Super-Resolution
Supratik BanerjeeCagri OzcinarAakanksha RanaAljosa SmolicMichael Manzke
2020-08-03
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications
Hongliang LiTal MezheritskyLiset Vazquez RomagueraSamuel Kadoury
2020-08-03
A Spectral Energy Distance for Parallel Speech Synthesis
Alexey A. GritsenkoTim SalimansRianne van den BergJasper SnoekNal Kalchbrenner
2020-08-03
Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
Qian WangNeelanjan BhowmikToby P. Breckon
2020-08-03
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition
| M. Esat KalfaogluSinan KalkanA. Aydin Alatan
2020-08-03
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal
Cong WangXiaoying XingZhixun SuJunyang Chen
2020-08-03
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
Tomáš NekvindaOndřej Dušek
2020-08-03
Rethinking Image Deraining via Rain Streaks and Vapors
Yinglong WangYibing SongChao MaBing Zeng
2020-08-03
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition
Yuan XieTianshui ChenTao PuHefeng WuLiang Lin
2020-08-03
Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network
Chao ChaiPengchong QiaoBin ZhaoHuiying WangGuohua LiuHong WuE Mark HaackeWen ShenChen CaoXinchen YeZhiyang LiuShuang Xia
2020-08-03
Frame-To-Frame Consistent Semantic Segmentation
Manuel RebolPatrick Knöbelreiter
2020-08-03
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Elad RichardsonYuval AlalufOr PatashnikYotam NitzanYaniv AzarStav ShapiroDaniel Cohen-Or
2020-08-03
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data
Adrian Lopez-RodriguezBenjamin BusamKrystian Mikolajczyk
2020-08-03
Residual Frames with Efficient Pseudo-3D CNN for Human Action Recognition
Jiawei ChenJenson HsiaoChiu Man Ho
2020-08-03
QPLEX: Duplex Dueling Multi-Agent Q-Learning
Jianhao WangZhizhou RenTerry LiuYang YuChongjie Zhang
2020-08-03
ResNet50_on_Cifar_100_Without_Transfer_Learning
| Batuhan Bayraktar
2020-08-03
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification
Yu ShenSijie ZhuChen ChenQian DuLiang XiaoJianyu ChenDelu Pan
2020-08-02
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement
Yanxin HuYun LiuShubo LvMengtao XingShimin ZhangYihui FuJian WuBihong ZhangLei Xie
2020-08-01
Mining Inter-Video Proposal Relations for Video Object Detection
| Mingfei HanYali WangXiaojun ChangYu Qiao
2020-08-01
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement
| Yanxin HuYun LiuShubo LvMengtao XingShimin ZhangYihui FuJian WuBihong ZhangLei Xie
2020-08-01
L-CNN: A Lattice cross-fusion strategy for multistream convolutional neural networks
Ana Paula G. S. de AlmeidaFlavio de Barros Vidal
2020-08-01
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution
Ruicheng FengWeipeng GuanYu qiaoChao Dong
2020-08-01
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning
Wentao BaoQi YuYu Kong
2020-08-01
Joint Low Dose CT Denoising And Kidney Segmentation
| Mohammad EslamiSolale TabarestaniMalek Adjouadi
2020-07-31
Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports
Abhishek K DubeyAlina PelusoJacob HinkleDevanshu AgarawalZilong Tan
2020-07-31
Dynamic Object Tracking and Masking for Visual SLAM
Jonathan VincentMathieu LabbéJean-Samuel LauzonFrançois GrondinPier-Marc Comtois-RivetFrançois Michaud
2020-07-31
Neural Architecture Search in Graph Neural Networks
Matheus NunesGisele L. Pappa
2020-07-31
Resist : Reconstruction of irises from templates
Sohaib AhmadBenjamin Fuller
2020-07-31
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification
Linchuan XuJun HuangAtsushi NitandaRyo AsaokaKenji Yamanishi
2020-07-31
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
Haotian TangZhijian LiuShengyu ZhaoYujun LinJi LinHanrui WangSong Han
2020-07-31
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
An Improvement for Capsule Networks using Depthwise Separable Convolution
Nguyen Huu PhongBernardete Ribeiro
2020-07-30
VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network
Jinhyeok YangJunmo LeeYoungik KimHoonyoung ChoInjung Kim
2020-07-30
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation
Namdar HomayounfarYuwen XiongJustin LiangWei-Chiu MaRaquel Urtasun
2020-07-30
Instance Selection for GANs
Terrance DeVriesMichal DrozdzalGraham W. Taylor
2020-07-30
Compressing Deep Neural Networks via Layer Fusion
James O' NeillGreg Ver SteegAram Galstyan
2020-07-29
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Tawsifur RahmanAmith KhandakarMuhammad Abdul KadirKhandaker R. IslamKhandaker F. IslamRashid MazharTahir HamidMohammad T. IslamZaid B. MahbubMohamed Arselene AyariMuhammad E. H. Chowdhury
2020-07-29
PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images
Nihad Karim ChowdhuryMd. Muhtadir RahmanMuhammad Ashad Kabir
2020-07-29
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
Xiaohang FuLei BiAshnil KumarMichael FulhamJinman Kim
2020-07-29
Stylized Adversarial Defense
Muzammal NaseerSalman KhanMunawar HayatFahad Shahbaz KhanFatih Porikli
2020-07-29
Translate the Facial Regions You Like Using Region-Wise Normalization
Wenshuang LiuWenting ChenLinlin Shen
2020-07-29
Generative Classifiers as a Basis for Trustworthy Computer Vision
Radek MackowiakLynton ArdizzoneUllrich KötheCarsten Rother
2020-07-29
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-07-29
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation
Jingjing ChenQirong MaoDong Liu
2020-07-28
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation
| Jingjing ChenQirong MaoDong Liu
2020-07-28
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution
Ke ZhengLianru GaoWenzhi LiaoDanfeng HongBing ZhangXimin CuiJocelyn Chanussot
2020-07-28
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI
Jinwei ZhangHang ZhangAlan WangQihao ZhangMert SabuncuPascal SpincemailleThanh D. NguyenYi Wang
2020-07-28
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning
Bingbing XuHuawei ShenQi CaoKeting CenXueqi Cheng
2020-07-27
From Sound Representation to Model Robustness
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
2020-07-27
Towards Learning Convolutions from Scratch
Behnam Neyshabur
2020-07-27
Two-Level Residual Distillation based Triple Network for Incremental Object Detection
Dongbao YangYu ZhouDayan WuCan MaFei YangWeiping Wang
2020-07-27
Feature visualization of Raman spectrum analysis with deep convolutional neural network
Masashi FukuharaKazuhiko FujiwaraYoshihiro MaruyamaHiroyasu Itoh
2020-07-27
Receptive-Field Regularized CNNs for Music Classification and Tagging
Khaled KoutiniHamid Eghbal-ZadehVerena HaunschmidPaul PrimusShreyan ChowdhuryGerhard Widmer
2020-07-27
Self-Attentive Multi-Layer Aggregation with Feature Recalibration and Normalization for End-to-End Speaker Verification System
Soonshin SeoJi-Hwan Kim
2020-07-27
Virtual Multi-view Fusion for 3D Semantic Segmentation
Abhijit KunduXiaoqi YinAlireza FathiDavid RossBrian BrewingtonThomas FunkhouserCaroline Pantofaru
2020-07-26
Detection and Annotation of Plant Organs from Digitized Herbarium Scans using Deep Learning
Sohaib YounisMarco SchmidtClaus WeilandSteffan DresslerBernhard SeegerThomas Hickler
2020-07-26
MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images
Rui LiChenxi DuanShunyi Zheng
2020-07-26
SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction
Sriram N NBuyu LiuFrancesco PittalugaManmohan Chandraker
2020-07-26
Cyber Threat Intelligence for Secure Smart City
Najla Al-TalebNazar Abbas SaqibAtta-ur-RahmanSujata Dash
2020-07-26
Quasi-Periodic Parallel WaveGAN: A Non-autoregressive Raw Waveform Generative Model with Pitch-dependent Dilated Convolution Neural Network
| Yi-Chiao WuTomoki HayashiTakuma OkamotoHisashi KawaiTomoki Toda
2020-07-25
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement
Rinon GalAmit BermanoHao ZhangDaniel Cohen-Or
2020-07-25
A deep learning based multiscale approach to segment cancer area in liver whole slide image
Yanbo FengAdel HafianeHélène Laurent
2020-07-25
DD-CNN: Depthwise Disout Convolutional Neural Network for Low-complexity Acoustic Scene Classification
Jingqiao ZhaoZhen-Hua FengQiuqiang KongXiaoning SongXiao-Jun Wu
2020-07-25
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism
Yosuke OyamaNaoya MaruyamaNikoli DrydenErin McCarthyPeter HarringtonJan BalewskiSatoshi MatsuokaPeter NugentBrian Van Essen
2020-07-25
Multi-view adaptive graph convolutions for graph classification
Nikolas AdaloglouNicholas VretosPetros Daras
2020-07-24
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A RossThomas FunkhouserAlireza Fathi
2020-07-24
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
Narges SaeedizadehShervin MinaeeRahele KafiehShakib YazdaniMilan Sonka
2020-07-24
Counting Fish and Dolphins in Sonar Images Using Deep Learning
Stefan SchneiderAlex Zhuang
2020-07-24
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal
Hongyu LiJihe WangYu ZhangZirui WangTiejun Wang
2020-07-23
HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts
Aditya SrivastavaV. Harsha Vardhan
2020-07-23
Representation Sharing for Fast Object Detector Search and Beyond
Yujie ZhongZelu DengSheng GuoMatthew R. ScottWeilin Huang
2020-07-23
The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation
| Tao WangYu LiBingyi KangJunnan LiJunhao LiewSheng TangSteven HoiJiashi Feng
2020-07-23
Right for the Right Reason: Making Image Classification Robust
Anna NguyenAdrian OberföllMichael Färber
2020-07-23
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses
Stefano ZorziFriedrich Fraundorfer
2020-07-23
WeightNet: Revisiting the Design Space of Weight Networks
| Ningning MaXiangyu ZhangJiawei HuangJian Sun
2020-07-23
PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
Ting-Wu ChinAri S. MorcosDiana Marculescu
2020-07-23
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN
Chunxia QinXiaojun ChenJocelyne Troccaz
2020-07-23
Efficient Residue Number System Based Winograd Convolution
Zhi-Gang LiuMatthew Mattina
2020-07-23
The Representation Theory of Neural Networks
Marco Antonio ArmentaPierre-Marc Jodoin
2020-07-23
Deep Variational Instance Segmentation
Jialin YuanChao ChenLi Fuxin
2020-07-22
Video-ception Network: Towards Multi-Scale Efficient Asymmetric Spatial-Temporal Interactions
Yuan TianGuangzhao ZhaiZhiyong Gao
2020-07-22
Blind hierarchical deconvolution
Arttu ArjasLassi RoininenMikko J. SillanpääAndreas Hauptmann
2020-07-22
Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition
Sudhakar KumawatManisha VermaYuta NakashimaShanmuganathan Raman
2020-07-22
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques
Orkhan BaghirliImran IbrahimliTarlan Mammadzada
2020-07-22
Graph Neural Networks with Haar Transform-Based Convolution and Pooling: A Complete Guide
Xuebin ZhengBingxin ZhouMing LiYu Guang WangJunbin Gao
2020-07-22
Rethinking CNN Models for Audio Classification
Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
Cloud Transformers
Kirill MazurVictor Lempitsky
2020-07-22
A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation
Yanming SunChunyan Wang
2020-07-22
UAV Target Tracking in Urban Environments Using Deep Reinforcement Learning
Sarthak BhagatSujit PB
2020-07-21
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
Jianfeng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
SLNSpeech: solving extended speech separation problem by the help of sign language
Jiasong WuTaotao LiYouyong KongGuanyu YangLotfi SenhadjiHuazhong Shu
2020-07-21
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers
Jinpyo KimWooekun JungHyungmo KimJaejin Lee
2020-07-21
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
BorderDet: Border Feature for Dense Object Detection
| Han QiuYuchen MaZeming LiSongtao LiuJian Sun
2020-07-21
Directional Temporal Modeling for Action Recognition
Xinyu LiBing ShuaiJoseph Tighe
2020-07-21
Interpolating GANs to Scaffold Autotelic Creativity
Ziv EpsteinOcéane BoulaisSkylar GordonMatt Groh
2020-07-21
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training
Pengcheng DaiJianlei YangXucheng YeXingzhou ChengJunyu LuoLinghao SongYiran ChenWeisheng Zhao
2020-07-21
MCUNet: Tiny Deep Learning on IoT Devices
Ji LinWei-Ming ChenYujun LinJohn CohnChuang GanSong Han
2020-07-20
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
Hao DingSongsong WuHao TangFei WuGuangwei GaoXiao-Yuan Jing
2020-07-20
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition
| Darshan GeraS Balasubramanian
2020-07-20
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm
Anthony BerthelierYongzhe YanThierry ChateauChristophe BlancStefan DuffnerChristophe Garcia
2020-07-20
Lagrangian Duality in Reinforcement Learning
Pranay Pasula
2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
| Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks
Min Soo KimAlberto A. Del BarrioHyunJin KimNader Bagherzadeh
2020-07-20
Detection, Attribution and Localization of GAN Generated Images
Michael GoebelLakshmanan NatarajTejaswi NanjundaswamyTajuddin Manhar MohammedShivkumar ChandrasekaranB. S. Manjunath
2020-07-20
Generative Hierarchical Features from Synthesizing Images
| Yinghao XuYujun ShenJiapeng ZhuCeyuan YangBolei Zhou
2020-07-20
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
Hassan DboukHetul SanghviMahesh MehendaleNaresh Shanbhag
2020-07-19
Class-wise Dynamic Graph Convolution for Semantic Segmentation
Hanzhe HuDeyi JiWeihao GanShuai BaiWei WuJunjie Yan
2020-07-19
NeuroMAX: A High Throughput, Multi-Threaded, Log-Based Accelerator for Convolutional Neural Networks
Mahmood Azhar QureshiArslan Munir
2020-07-19
Progressive Multi-Scale Residual Network for Single Image Super-Resolution
| Yuqing LiuXinfeng ZhangShanshe WangSiwei MaWen Gao
2020-07-19
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit
| Emma RocheteauPietro LiòStephanie Hyland
2020-07-18
Face Super-Resolution Guided by 3D Facial Priors
Xiaobin HuWenqi RenJohn LaMasterXiaochun CaoXiaoming LiZechao LiBjoern MenzeWei Liu
2020-07-18
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection
| Jiaxi WuSongtao LiuDi HuangYunhong Wang
2020-07-18
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing
Yajie XingJingbo WangGang Zeng
2020-07-18
Towards Deeper Graph Neural Networks
| Meng LiuHongyang GaoShuiwang Ji
2020-07-18
AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling
Wenshuo MaTingzhong TianHang XuYimin HuangZhenguo Li
2020-07-18
Generative Pretraining from Pixels
| Mark ChenAlec RadfordRewon ChildJeff WuHeewoo JunPrafulla DhariwalDavid LuanIlya Sutskever
2020-07-17
Region-based Non-local Operation for Video Classification
Guoxi HuangAdrian G. Bors
2020-07-17
Boundary-preserving Mask R-CNN
| Tianheng ChengXinggang WangLichao HuangWenyu Liu
2020-07-17
A Differential Game Theoretic Neural Optimizer for Training Residual Networks
Guan-Horng LiuTianrong ChenEvangelos A. Theodorou
2020-07-17
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection
K. V. KadambariVishnu Vardhan Nimmalapudi
2020-07-17
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao LiuPieter Abbeel
2020-07-17
Appearance-Preserving 3D Convolution for Video-based Person Re-identification
| Xinqian GuHong ChangBingpeng MaHongkai ZhangXilin Chen
2020-07-16
Multi-Task Pruning for Semantic Segmentation Networks
Xinghao ChenYunhe WangYiman ZhangPeng DuChunjing XuChang Xu
2020-07-16
Autoregressive Unsupervised Image Segmentation
Yassine OualiCéline HudelotMyriam Tami
2020-07-16
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
Simindokht JahangardMohammad Hossein ZangooeiMaysam Shahedi
2020-07-16
Mixture of Step Returns in Bootstrapped DQN
Po-Han ChiangHsuan-Kung YangZhang-Wei HongChun-Yi Lee
2020-07-16
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris
Jungseok HongMichael FultonJunaed Sattar
2020-07-16
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation
Christopher NeffAneri ShethSteven FurgursonHamed Tabkhi
2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection
| Xiaoqi ZhaoYouwei PangLihe ZhangHuchuan LuLei Zhang
2020-07-16
Probabilistic Anchor Assignment with IoU Prediction for Object Detection
| Kang KimHee Seok Lee
2020-07-16
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms
Fernando Alonso-FernandezJavier BarrachinaKevin Hernandez-DiazJosef Bigun
2020-07-16
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences
Teng LiuXiaolin TangXiaosong HuWenhao TanJinwei Zhang
2020-07-16
A Temporal-to-Spatial Neural Network for Classification of Hand Movements from Electromyography Data
Adam HartwellVisakan KadirkamanathanSean R. Anderson
2020-07-16
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes
Marcelo Gennari do NascimentoTheo W. CostainVictor Adrian Prisacariu
2020-07-15
Decoding CNN based Object Classifier Using Visualization
Abhishek MukhopadhyayImon MukherjeePradipta Biswas
2020-07-15
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent
Bowen WengHuaqing XiongYingbin LiangWei Zhang
2020-07-15
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry
Cedric SchockaertHenri Hoyez
2020-07-15
Teaching neural networks to generate Fast Sunyaev Zel'dovich Maps
Leander ThieleFrancisco Villaescusa-NavarroDavid N. SpergelDylan NelsonAnnalisa Pillepich
2020-07-14
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter
Guilin LiuRohan TaoriTing-Chun WangZhiding YuShiqiu LiuFitsum A. RedaKaran SapraAndrew TaoBryan Catanzaro
2020-07-14
Wavelet-Based Dual-Branch Network for Image Demoireing
Lin LiuJianzhuang LiuShanxin YuanGregory SlabaughAles LeonardisWengang ZhouQi Tian
2020-07-14
A Graph-based Interactive Reasoning for Human-Object Interaction Detection
Dongming YangYuexian Zou
2020-07-14
SRDCNN: Strongly Regularized Deep Convolution Neural Network Architecture for Time-series Sensor Signal Classification Tasks
Arijit UkilAntonio JaraLeandro Marin
2020-07-14
AQD: Towards Accurate Quantized Object Detection
Jing LiuBohan ZhuangPeng ChenMingkui TanChunhua Shen
2020-07-14
Add a SideNet to your MainNet
Adrien Morisot
2020-07-14
Reconstruction Bottlenecks in Object-Centric Generative Models
| Martin EngelckeOiwi Parker JonesIngmar Posner
2020-07-13
Implicit Euler ODE Networks for Single-Image Dehazing
Jiawei ShenZhuoyan LiLei YuGui-Song XiaWen Yang
2020-07-13
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation
Shunjie DongJinlong ZhaoMaojun ZhangZhengxue ShiJianing DengYiyu ShiMei TianCheng Zhuo
2020-07-13
ProteiNN: Intrinsic-Extrinsic Convolution and Pooling for Scalable Deep Protein Analysis
Pedro HermosillaMarco SchäferMatěj LangGloria FackelmannPere Pau VázquezBarbora KozlíkováMichael KroneTobias RitschelTimo Ropinski
2020-07-13
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
| Duo LiAnbang YaoQifeng Chen
2020-07-13
Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes
Lucas P. SoaresHelen C. DiasCarlos H. Grohmann
2020-07-13
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Yuli WuLong ChenDorit Merhof
2020-07-13
Locality Guided Neural Networks for Explainable Artificial Intelligence
Randy TanNaimul KhanLing Guan
2020-07-12
Fruit classification using deep feature maps in the presence of deceptive similar classes
Mohit DandekarNarinder Singh PunnSanjay Kumar SonbhadraSonali Agarwal
2020-07-12
Quasi-Periodic WaveNet: An Autoregressive Raw Waveform Generative Model with Pitch-dependent Dilated Convolution Neural Network
| Yi-Chiao WuTomoki HayashiPatrick Lumban TobingKazuhiro KobayashiTomoki Toda
2020-07-11
BERT Learns (and Teaches) Chemistry
Josh PayneMario SroujiDian Ang YapVineet Kosaraju
2020-07-11
Lightweight Modules for Efficient Deep Learning based Image Restoration
| Avisek LahiriSourav BairagyaSutanu BeraSiddhant HaldarPrabir Kumar Biswas
2020-07-11
Simulating multi-exit evacuation using deep reinforcement learning
Dong XuXiao HuangJoseph MangoXiang LiZhenlong Li
2020-07-11
To filter prune, or to layer prune, that is the question
Sara ElkerdawyMostafa ElhoushiAbhineet SinghHong ZhangNilanjan Ray
2020-07-11
Understanding Object Detection Through An Adversarial Lens
Ka-Ho ChowLing LiuMehmet Emre GursoyStacey TruexWenqi WeiYanzhao Wu
2020-07-11
Investigation of Sentiment Controllable Chatbot
Hung-yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu Chen
2020-07-11
Bayesian Multi Scale Neural Network for Crowd Counting
Abhinav Sagar
2020-07-11
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
| Laetitia HebertTosif AhamedAntonio C CostaLiam O'ShaughnessyGreg J Stephens
2020-07-10
Generating Adversarial Inputs Using A Black-box Differential Technique
João Batista Pereira Matos JuúniorLucas Carvalho CordeiroMarcelo d'AmorimXiaowei Huang
2020-07-10
Automatic Segmentation of Non-Tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks
Zhongqiang Liu
2020-07-10
FC2RN: A Fully Convolutional Corner Refinement Network for Accurate Multi-Oriented Scene Text Detection
Xugong QinYu ZhouDayan WuYinliang YueWeiping Wang
2020-07-10
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging
Rajesh KumarAbdullah Aman KhanSinmin ZhangWenYong WangYousif AbuidrisWaqas AminJay Kumar
2020-07-10
Capturing scattered discriminative information using a deep architecture in acoustic scene classification
Hye-jin ShimJee-weon JungJu-ho KimHa-jin Yu
2020-07-09
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
| Kimin LeeMichael LaskinAravind SrinivasPieter Abbeel
2020-07-09
Single architecture and multiple task deep neural network for altered fingerprint analysis
Oliver GiudiceMattia LitricoSebastiano Battiato
2020-07-09
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing
Prem RajVinay P. NamboodiriL. Behera
2020-07-09
Learnable Hollow Kernels for Anatomical Segmentation
Elizaveta LazarevaOleg RogovOlga ShegaiDenis LarionovDmitry V. Dylov
2020-07-09
Robust Re-Identification by Multiple Views Knowledge Distillation
| Angelo PorrelloLuca BergaminiSimone Calderara
2020-07-08
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts
Nabeel Seedat
2020-07-08
SiENet: Siamese Expansion Network for Image Extrapolation
Xiaofeng ZhangFeng ChenCailing WangSongsong WuMing TaoGuoping Jiang
2020-07-08
Dynamic Group Convolution for Accelerating Convolutional Neural Networks
| Zhuo SuLinpu FangWenxiong KangDewen HuMatti PietikäinenLi Liu
2020-07-08
A study of Neural networks point source extraction on simulated Fermi/LAT Telescope images
Mariia DrozdovaAnton BroilovskiyAndrey UstyuzhaninDenys Malyshev
2020-07-08
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads
Siyu WangYi RongShiqing FanZhen ZhengLanSong DiaoGuoping LongJun YangXiaoyong LiuWei Lin
2020-07-08
NVAE: A Deep Hierarchical Variational Autoencoder
Arash VahdatJan Kautz
2020-07-08
Deep Ensemble Analysis for Imaging X-ray Polarimetry
A. L. PeirsonR. W. RomaniH. L. MarshallJ. F. SteinerL. Baldini
2020-07-08
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Giulio LovisottoHenry TurnerIvo SluganovicMartin StrohmeierIvan Martinovic
2020-07-08
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking
Sophia BanoFrancisco VasconcelosLuke M. ShepherdEmmanuel Vander PoortenTom VercauterenSebastien OurselinAnna L. DavidJan DeprestDanail Stoyanov
2020-07-08
Journey Towards Tiny Perceptual Super-Resolution
Royson LeeŁukasz DudziakMohamed AbdelfattahStylianos I. VenierisHyeji KimHongkai WenNicholas D. Lane
2020-07-08
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection
Sushma VenkateshHaoyu ZhangRaghavendra RamachandraKiran RajaNaser DamerChristoph Busch
2020-07-07
Light Field Image Super-Resolution Using Deformable Convolution
| Yingqian WangJungang YangLongguang WangXinyi YingTianhao WuWei AnYulan Guo
2020-07-07
3D Topology Transformation with Generative Adversarial Networks
Luca StornaiuoloNima DehmamyAlbert-László BarabásiMauro Martino
2020-07-07
RGCF: Refined Graph Convolution Collaborative Filtering with concise and expressive embedding
Kang LiuFeng XueRichang Hong
2020-07-07
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr
Xingjian LiHaoyi XiongHaozhe AnChengzhong XuDejing Dou
2020-07-07
A Free Viewpoint Portrait Generator with Dynamic Styling
| Anpei ChenRuiyang LiuLing XieJingyi Yu
2020-07-07
Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning
Kevin Shen Hoong OngYang ZhangDusit Niyato