Average Pooling

Average Pooling is a pooling operation that calculates the average value for patches of a feature map, and uses it to create a downsampled (pooled) feature map. It is usually used after a convolutional layer. It adds a small amount of translation invariance - meaning translating the image by a small amount does not significantly affect the values of most pooled outputs.

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Latest Papers

PAPER DATE
The Ensemble Method for Thorax Diseases Classification
Bayu A. Nugroho
2020-08-07
Structured Convolutions for Efficient Neural Network Design
Yash BhalgatYizhe ZhangJamie LinFatih Porikli
2020-08-06
Continuous-in-Depth Neural Networks
| Alejandro F. QueirugaN. Benjamin ErichsonDane TaylorMichael W. Mahoney
2020-08-05
A Spectral Energy Distance for Parallel Speech Synthesis
Alexey A. GritsenkoTim SalimansRianne van den BergJasper SnoekNal Kalchbrenner
2020-08-03
Making Coherence Out of Nothing At All: Measuring the Evolution of Gradient Alignment
Satrajit ChatterjeePiotr Zielinski
2020-08-03
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition
| M. Esat KalfaogluSinan KalkanA. Aydin Alatan
2020-08-03
Rethinking Image Deraining via Rain Streaks and Vapors
Yinglong WangYibing SongChao MaBing Zeng
2020-08-03
ResNet50_on_Cifar_100_Without_Transfer_Learning
| Batuhan Bayraktar
2020-08-03
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
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
Deep learning for lithological classification of carbonate rock micro-CT images
Carlos E. M. dos AnjosManuel R. V. AvilaAdna G. P. VasconcelosAurea M. P. NetaLizianne C. MedeirosAlexandre G. EvsukoffRodrigo Surmas
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
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
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
Xiaohang FuLei BiAshnil KumarMichael FulhamJinman Kim
2020-07-29
Generative Classifiers as a Basis for Trustworthy Computer Vision
Radek MackowiakLynton ArdizzoneUllrich KötheCarsten Rother
2020-07-29
From Sound Representation to Model Robustness
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
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
Counting Fish and Dolphins in Sonar Images Using Deep Learning
Stefan SchneiderAlex Zhuang
2020-07-24
WeightNet: Revisiting the Design Space of Weight Networks
| Ningning MaXiangyu ZhangJiawei HuangJian Sun
2020-07-23
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
Right for the Right Reason: Making Image Classification Robust
Anna NguyenAdrian OberföllMichael Färber
2020-07-23
PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
Ting-Wu ChinAri S. MorcosDiana Marculescu
2020-07-23
Rethinking CNN Models for Audio Classification
Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
MCUNet: Tiny Deep Learning on IoT Devices
Ji LinWei-Ming ChenYujun LinJohn CohnChuang GanSong Han
2020-07-20
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition
| Darshan GeraS Balasubramanian
2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks
Min Soo KimAlberto A. Del BarrioHyunJin KimNader Bagherzadeh
2020-07-20
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
Hassan DboukHetul SanghviMahesh MehendaleNaresh Shanbhag
2020-07-19
Face Super-Resolution Guided by 3D Facial Priors
Xiaobin HuWenqi RenJohn LaMasterXiaochun CaoXiaoming LiZechao LiBjoern MenzeWei Liu
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
Understanding and Diagnosing Vulnerability under Adversarial Attacks
Haizhong ZhengZiqi ZhangHonglak LeeAtul Prakash
2020-07-17
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao LiuPieter Abbeel
2020-07-17
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining
Hao-Hsiang YangChao-Han Huck YangYu-Chiang Frank Wang
2020-07-17
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation
Christopher NeffAneri ShethSteven FurgursonHamed Tabkhi
2020-07-16
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms
Fernando Alonso-FernandezJavier BarrachinaKevin Hernandez-DiazJosef Bigun
2020-07-16
Attention as Activation
| Yimian DaiStefan OehmckeYiquan WuKobus Barnard
2020-07-15
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes
Marcelo Gennari do NascimentoTheo W. CostainVictor Adrian Prisacariu
2020-07-15
Add a SideNet to your MainNet
Adrien Morisot
2020-07-14
Implicit Euler ODE Networks for Single-Image Dehazing
Jiawei ShenZhuoyan LiLei YuGui-Song XiaWen Yang
2020-07-13
Deep Neural-Kernel Machines
Siamak Mehrkanoon
2020-07-13
Locality Guided Neural Networks for Explainable Artificial Intelligence
Randy TanNaimul KhanLing Guan
2020-07-12
To filter prune, or to layer prune, that is the question
Sara ElkerdawyMostafa ElhoushiAbhineet SinghHong ZhangNilanjan Ray
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
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
Single architecture and multiple task deep neural network for altered fingerprint analysis
Oliver GiudiceMattia LitricoSebastiano Battiato
2020-07-09
Robust Re-Identification by Multiple Views Knowledge Distillation
| Angelo PorrelloLuca BergaminiSimone Calderara
2020-07-08
Deep Ensemble Analysis for Imaging X-ray Polarimetry
A. L. PeirsonR. W. RomaniH. L. MarshallJ. F. SteinerL. Baldini
2020-07-08
NVAE: A Deep Hierarchical Variational Autoencoder
Arash VahdatJan Kautz
2020-07-08
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Giulio LovisottoHenry TurnerIvo SluganovicMartin StrohmeierIvan Martinovic
2020-07-08
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning
Harm van SeijenHadi NekoeiEvan RacahSarath Chandar
2020-07-07
Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)
Yuqing LiTao LuoNung Kwan Yip
2020-07-07
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
| Bailin LiBowen WuJiang SuGuangrun WangLiang Lin
2020-07-06
Rethinking Bottleneck Structure for Efficient Mobile Network Design
Zhou DaquanQibin HouYunpeng ChenJiashi FengShuicheng Yan
2020-07-05
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations
Shuo LeiXuchao ZhangJianfeng HeFanglan ChenChang-Tien Lu
2020-07-03
Learning to Prune in Training via Dynamic Channel Propagation
| Shibo ShenRongpeng LiZhifeng ZhaoHonggang ZhangYugeng Zhou
2020-07-03
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?
| Ella M. GaleNicholas MartinRyan BlythingAnh NguyenJeffrey S. Bowers
2020-07-02
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector
| Renu SharmaArun Ross
2020-07-02
Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects
| Dimitrios I. KoutrasAthanasios Ch. KapoutsisElias B. Kosmatopoulos
2020-07-02
Multimodal Transformer for Multimodal Machine Translation
Shaowei YaoXiaojun Wan
2020-07-01
Deep Isometric Learning for Visual Recognition
| Haozhi QiChong YouXiaolong WangYi MaJitendra Malik
2020-06-30
Improving robustness against common corruptions by covariate shift adaptation
Steffen SchneiderEvgenia RusakLuisa EckOliver BringmannWieland BrendelMatthias Bethge
2020-06-30
Causal Explanations of Image Misclassifications
Yan MinMiles Bennett
2020-06-28
Alpha-Net: Architecture, Models, and Applications
Jishan ShaikhAdya SharmaAnkit ChouhanAvinash Mahawar
2020-06-27
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator
Nandan Kumar JhaShreyas RavishankarSparsh MittalArvind KaushikDipan MandalMahesh Chandra
2020-06-26
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach
Vishal SharmaCurtis Dyreson
2020-06-26
Expandable YOLO: 3D Object Detection from RGB-D Images
Masahiro TakahashiAlessandro MoroYonghoon JiKazunori Umeda
2020-06-26
Parametric Instance Classification for Unsupervised Visual Feature Learning
Yue CaoZhenda XieBin LiuYutong LinZheng ZhangHan Hu
2020-06-25
Hyperparameter Ensembles for Robustness and Uncertainty Quantification
Florian WenzelJasper SnoekDustin TranRodolphe Jenatton
2020-06-24
On the Difficulty of Designing Processor Arrays for Deep Neural Networks
| Kevin StehleGünther SchindlerHolger Fröning
2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan
| Abdolkarim SaeediMaryam SaeediArash Maghsoudi
2020-06-24
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks
| Eugene LeeChen-Yi Lee
2020-06-23
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search
| Jiemin FangYuzhu SunQian ZhangKangjian PengYuan LiWenyu LiuXinggang Wang
2020-06-21
Efficient Integer-Arithmetic-Only Convolutional Neural Networks
Hengrui ZhaoDong LiuHouqiang Li
2020-06-21
Towards Understanding Label Smoothing
Yi XuYuanhong XuQi QianHao LiRong Jin
2020-06-20
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition
| Ionut Cosmin DutaLi LiuFan ZhuLing Shao
2020-06-20
Paying more attention to snapshots of Iterative Pruning: Improving Model Compression via Ensemble Distillation
| Duong H. LeVo Trung NhanNam Thoai
2020-06-20
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems
Panayotis MertikopoulosNadav HallakAli KavisVolkan Cevher
2020-06-19
Sparse GPU Kernels for Deep Learning
Trevor GaleMatei ZahariaCliff YoungErich Elsen
2020-06-18
Fine-Grained Stochastic Architecture Search
Shraman Ray ChaudhuriElad EbanHanhan LiMax MorozYair Movshovitz-Attias
2020-06-17
Big Self-Supervised Models are Strong Semi-Supervised Learners
| Ting ChenSimon KornblithKevin SwerskyMohammad NorouziGeoffrey Hinton
2020-06-17
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs
Nicolae-Cătălin RisteaRadu Tudor Ionescu
2020-06-17
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs
Aditya RajagopalDiederik Adriaan VinkStylianos I. VenierisChristos-Savvas Bouganis
2020-06-16
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning
Jie AnTao LiHaozhi HuangLi ShenXuan WangYongyi TangJinwen MaWei LiuJiebo Luo
2020-06-16
Intriguing generalization and simplicity of adversarially trained neural networks
Chirag AgarwalPeijie ChenAnh Nguyen
2020-06-16
Directional Pruning of Deep Neural Networks
| Shih-Kang ChaoZhanyu WangYue XingGuang Cheng
2020-06-16
Improving accuracy and speeding up Document Image Classification through parallel systems
Javier FerrandoJuan Luis DominguezJordi TorresRaul GarciaDavid GarciaDaniel GarridoJordi CortadaMateo Valero
2020-06-16
A Study of Compositional Generalization in Neural Models
Tim KlingerDhaval AdjodahVincent MaroisJosh JosephMatthew RiemerAlex 'Sandy' PentlandMurray Campbell
2020-06-16
Gradient Amplification: An efficient way to train deep neural networks
Sunitha BasodiChunyan JiHaiping ZhangYi Pan
2020-06-16
Adversarial representation learning for private speech generation
| David EricssonAdam ÖstbergEdvin Listo ZecJohn MartinssonOlof Mogren
2020-06-16
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning
| Arman HaghanifarMahdiyar Molahasani MajdabadiYounhee ChoiS. DeivalakshmiSeokbum Ko
2020-06-16
A study of the effect of the illumination model on the generation of synthetic training datasets
Xin ZhangNing JiaIoannis Ivrissimtzis
2020-06-15
Entropic gradient descent algorithms and wide flat minima
Fabrizio PittorinoCarlo LucibelloChristoph FeinauerEnrico M. MalatestaGabriele PeruginiCarlo BaldassiMatteo NegriElizaveta DemyanenkoRiccardo Zecchina
2020-06-14
Few-shot Object Detection on Remote Sensing Images
Jingyu DengXiang LiYi Fang
2020-06-14
FCOS: A simple and strong anchor-free object detector
Zhi TianChunhua ShenHao ChenTong He
2020-06-14
Split-Merge Pooling
Omid Hosseini JafariCarsten Rother
2020-06-13
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
| Jean-Bastien GrillFlorian StrubFlorent AltchéCorentin TallecPierre H. RichemondElena BuchatskayaCarl DoerschBernardo Avila PiresZhaohan Daniel GuoMohammad Gheshlaghi AzarBilal PiotKoray KavukcuogluRémi MunosMichal Valko
2020-06-13
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks
Lili WangRuibo LiuSoroush Vosoughi
2020-06-13
SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement
Luka ChkhetianiLevan Bejanidze
2020-06-13
Continuous Control for Searching and Planning with a Learned Model
Xuxi YangWerner DuvaudPeng Wei
2020-06-12
Multigrid-in-Channels Architectures for Wide Convolutional Neural Networks
Jonathan EphrathLars RuthottoEran Treister
2020-06-11
Privacy-Aware Activity Classification from First Person Office Videos
Partho GhoshMd. Abrar IstiakNayeeb RashidAhsan Habib AkashRidwan AbrarAnkan Ghosh DastiderAsif Shahriyar SushmitTaufiq Hasan
2020-06-11
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification
Neil VaughanBogdan Gabrys
2020-06-11
Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges
Yu TianGaofeng PanMohamed-Slim Alouini
2020-06-10
Interpolation between Residual and Non-Residual Networks
| Zonghan YangYang LiuChenglong BaoZuoqiang Shi
2020-06-10
Extrapolation for Large-batch Training in Deep Learning
Tao LinLingjing KongSebastian U. StichMartin Jaggi
2020-06-10
Bombus Species Image Classification
Venkat MargapuriGeorge LavezziRobert StewartDan Wagner
2020-06-09
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution
Pravendra SinghPratik MazumderVinay P. Namboodiri
2020-06-08
A Framework for Neural Network Pruning Using Gibbs Distributions
Alex LabachShahrokh Valaee
2020-06-08
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
| Xiang LiWenhai WangLijun WuShuo ChenXiaolin HuJun LiJinhui TangJian Yang
2020-06-08
Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models
| Andrey VoynovStanislav MorozovArtem Babenko
2020-06-08
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks
| Hojjat SalehinejadShahrokh Valaee
2020-06-07
Realistic text replacement with non-uniform style conditioning
Arseny NerinovskyIgor BuzhinskyAndey Filchencov
2020-06-07
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images
Mete AhishaliAysen DegerliMehmet YamacSerkan KiranyazMuhammad E. H. ChowdhuryKhalid HameedTahir HamidRashid MazharMoncef Gabbouj
2020-06-07
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang ZhangPeng WangHui LiZhen LiChunhua ShenYanning Zhang
2020-06-06
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning
Robert MüllerFabian RitzSteffen IlliumClaudia Linnhoff-Popien
2020-06-05
Visual Transformers: Token-based Image Representation and Processing for Computer Vision
Bichen WuChenfeng XuXiaoliang DaiAlvin WanPeizhao ZhangMasayoshi TomizukaKurt KeutzerPeter Vajda
2020-06-05
Black-box Explanation of Object Detectors via Saliency Maps
Vitali PetsiukRajiv JainVarun ManjunathaVlad I. MorariuAshutosh MehraVicente OrdonezKate Saenko
2020-06-05
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images
Taimur HassanMuhammad Usman AkramNaoufel Werghi
2020-06-04
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
| Juntang ZhuangNicha DvornekXiaoxiao LiSekhar TatikondaXenophon PapademetrisJames Duncan
2020-06-03
Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades
Aifu HanYongze ZhangAjuan LiChangjin LiFengying ZhaoQiujie DongQin LiuYanting LiuXimei ShenSunjie YanShengzong Zhou
2020-06-03
A heterogeneous branch and multi-level classification network for person re-identification
Jiabao WangYang LiYangshuo ZhangZhuang MiaoRui Zhang
2020-06-02
Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields
Genta KobayashiHayaru Shouno
2020-06-02
Grafted network for person re-identification
Jiabao WangYang LiShanshan JiaoZhuang MiaoRui Zhang
2020-06-02
Residual Squeeze-and-Excitation Network for Fast Image Deraining
Jun FuJianfeng XuKazuyuki TasakaZhibo Chen
2020-06-01
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning
Peiye Liu Bo Wu Huadong Ma Mingoo Seok
2020-06-01
Online Knowledge Distillation via Collaborative Learning
Qiushan Guo Xinjiang Wang Yichao Wu Zhipeng Yu Ding Liang Xiaolin Hu Ping Luo
2020-06-01
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge
| Anshuman SuriMayank VatsaRicha Singh
2020-06-01
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach
Albara Ah RamliRex LiuRahul KrishnamoorthyVishal I BXiaoxiao WangIlias TagkopoulosXin Liu
2020-06-01
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework
Xuanqing Liu Tesi Xiao Si Si Qin Cao Sanjiv Kumar Cho-Jui Hsieh
2020-06-01
Correlation-Guided Attention for Corner Detection Based Visual Tracking
Fei Du Peng Liu Wei Zhao Xianglong Tang
2020-06-01
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer
Yerlan Idelbayev Miguel A. Carreira-Perpinan
2020-06-01
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel
Huan Lei Naveed Akhtar Ajmal Mian
2020-06-01
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection
Chenhan Jiang Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li
2020-06-01
Interactive Object Segmentation With Inside-Outside Guidance
| Shiyin Zhang Jun Hao Liew Yunchao Wei Shikui Wei Yao Zhao
2020-06-01
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
| Zhewei YaoAmir GholamiSheng ShenKurt KeutzerMichael W. Mahoney
2020-06-01
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction
J. D. BodapatiN. VeeranjaneyuluS. N. ShareefS. HakakM. BilalP. K. R. MaddikuntaO. Jo
2020-05-30
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study
Luyao ShiDeepta RajanShafiq AbedinManikanta Srikar YellapragadaDavid BeymerEhsan Dehghan
2020-05-29
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs
Behnam PourghassemiChenghao ZhangJoo Hwan LeeAparna Chandramowlishwaran
2020-05-28
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo AvolaLuigi CinqueAlessio FagioliSebastiano FilettiGiorgio GraniEmanuele Rodolà
2020-05-28
SSM-Net for Plants Disease Identification in Low Data Regime
Shruti Jadon
2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models
Shahbaz RezaeiXin Liu
2020-05-27
CLOCS: Contrastive Learning of Cardiac Signals
Dani KiyassehTingting ZhuDavid A. Clifton
2020-05-27
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3
Petr HurtikVojtech MolekJan HulaMarek VajglPavel VlasanekTomas Nejezchleba
2020-05-27
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning
| Leslie Ching Ow TiongJeongrae KimSang Soo HanDonghun Kim
2020-05-26
Egocentric Human Segmentation for Mixed Reality
Andrija GajicEster Gonzalez-SosaDiego Gonzalez-MorinMarcos Escudero-ViñoloAlvaro Villegas
2020-05-25
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI
Anas TahirYazan QiblaweyAmith KhandakarTawsifur RahmanUzair KhurshidFarayi MusharavatiM. T. IslamSerkan KiranyazMuhammad E. H. Chowdhury
2020-05-23
TASO: Time and Space Optimization for Memory-Constrained DNN Inference
Yuan WenAndrew AndersonValentin RaduMichael F. P. O'BoyleDavid Gregg
2020-05-21
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality
Prudhvi ThirumalarajuManoj Kumar KanakasabapathyCharles L BormannRaghav GuptaRohan PooniwalaHemanth KandulaIrene SouterIrene DimitriadisHadi Shafiee
2020-05-21
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
Naveen PanwarTarun TaterAnush SankaranSenthil Mani
2020-05-20
Classification of Industrial Control Systems screenshots using Transfer Learning
Pablo Blanco MedinaEduardo Fidalgo FernandezEnrique AlegreFrancisco Jáñez MartinoRoberto A. Vasco-CarofilisVíctor Fidalgo Villar
2020-05-20
Attention-based network for low-light image enhancement
Cheng ZhangQingsen YanYu zhuXianjun LiJinqiu SunYanning Zhang
2020-05-20
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2
| RahimzadehMohammad; AttarAbolfazl
2020-05-20
Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images
| Talha AnwarSeemab Zakir
2020-05-20
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models
Martin KotuliakSandro E. SchoenbornAndrei Dan
2020-05-19
Joint Multi-Dimension Pruning
Zechun LiuXiangyu ZhangZhiqiang ShenZhe LiYichen WeiKwang-Ting ChengJian Sun
2020-05-18
Cross-filter compression for CNN inference acceleration
Fuyuan LyuShien ZhuWeichen Liu
2020-05-18
A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation
Fraser YoungL ZhangRichard JiangHan LiuConor Wall
2020-05-16
ResMoNet: A Residual Mobile-based Network for Facial Emotion Recognition in Resource-Limited Systems
Rodolfo Ferro-PérezHugo Mitre-Hernandez
2020-05-15
[email protected] at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT
Saja Khaled TawalbehMahmoud HammadMohammad AL-Smadi
2020-05-15
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
Michael W. DusenberryGhassen JerfelYeming WenYi-an MaJasper SnoekKatherine HellerBalaji LakshminarayananDustin Tran
2020-05-14
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks
Ning ZhangJingen LiuKe WangDan ZengTao Mei
2020-05-13
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement
Minh-Chuong HuynhTrung-Hieu NguyenMinh-Triet Tran
2020-05-13
Very High Resolution Land Cover Mapping of Urban Areas at Global Scale with Convolutional Neural Networks
Thomas TilakArnaud BraunDavid ChandlerNicolas DavidSylvain GalopinAmélie LombardMichaël MichaudCamille PariselMatthieu PorteMarjorie Robert
2020-05-12
Discriminative Multi-modality Speech Recognition
| Bo XuCheng LuYandong GuoJacob Wang
2020-05-12
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19
Sampa MisraSeungwan JeonSeiyon LeeRavi ManaguliChulhong Kim
2020-05-12
Train and Deploy an Image Classifier for Disaster Response
Jianyu MaoKiana HarrisNae-Rong ChangCaleb PennellYiming Ren
2020-05-12
Apple Defect Detection Using Deep Learning Based Object Detection For Better Post Harvest Handling
Paolo Valdez
2020-05-12
deepSELF: An Open Source Deep Self End-to-End Learning Framework
Tomoya KoikeKun QianBjörn W. SchullerYoshiharu Yamamoto
2020-05-11
Multi-band MelGAN: Faster Waveform Generation for High-Quality Text-to-Speech
| Geng YangShan YangKai LiuPeng FangWei ChenLei Xie
2020-05-11
Learning to Detect 3D Objects from Point Clouds in Real Time
Abhinav Sagar
2020-05-09
DMCP: Differentiable Markov Channel Pruning for Neural Networks
| Shaopeng GuoYujie WangQuanquan LiJunjie Yan
2020-05-07
Wavelet Integrated CNNs for Noise-Robust Image Classification
Qiufu LiLinlin ShenSheng GuoZhihui Lai
2020-05-07
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
Chunjie LuoXiwen HeJianfeng ZhanLei WangWanling GaoJiahui Dai
2020-05-07
AutoSpeech: Neural Architecture Search for Speaker Recognition
| Shaojin DingTianlong ChenXinyu GongWeiwei ZhaZhangyang Wang
2020-05-07
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network
Antonio José G. BussonSérgio ColcherRuy Luiz MilidiúBruno Pereira DiasAndré Bulcão
2020-05-07
Diagnosing the Environment Bias in Vision-and-Language Navigation
| Yubo ZhangHao TanMohit Bansal
2020-05-06
Automatic Plant Image Identification of Vietnamese species using Deep Learning Models
Nguyen Van HieuNgo Le Huy Hien
2020-05-05
Time Dependence in Non-Autonomous Neural ODEs
Jared Quincy DavisKrzysztof ChoromanskiJake VarleyHonglak LeeJean-Jacques SlotineValerii LikhosterovAdrian WellerAmeesh MakadiaVikas Sindhwani
2020-05-05
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi BejaniMehdi Ghatee
2020-05-05
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation
| Nitin RathiGopalakrishnan SrinivasanPriyadarshini PandaKaushik Roy
2020-05-04
3D Printed Brain-Controlled Robot-Arm Prosthetic via Embedded Deep Learning from sEMG Sensors
David LonsdaleLi ZhangRichard Jiang
2020-05-04
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique
Masahiro OdaTakefumi YamaguchiHideki FukuokaYuta UenoKensaku Mori
2020-05-04
Explaining How Deep Neural Networks Forget by Deep Visualization
| Giang NguyenShuan ChenTae Joon JunDaeyoung Kim
2020-05-03
Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays
Pierre G. B. Moutounet-Cartan
2020-05-02
Towards Deep Learning Methods for Quality Assessment of Computer-Generated Imagery
Markus UtkeSaman ZadtootaghajSteven SchmidtSebastian Möller
2020-05-02
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
Mina JafariDorothee AuerSusan FrancisJonathan GaribaldiXin Chen
2020-04-28
AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT
| Harrison X. BaiRobin WangZeng XiongBen HsiehKen ChangKasey HalseyThi My Linh TranJi Whae ChoiDong-Cui WangLin-Bo ShiJi MeiXiao-Long JiangIan PanQiu-Hua ZengPing-Feng HuYi-Hui LiFei-Xian FuRaymond Y. HuangRonnie SebroQi-Zhi YuMichael K. AtalayWei-Hua Liao
2020-04-27
A scoping review of transfer learning research on medical image analysis using ImageNet
Mohammad Amin MoridAlireza BorjaliGuilherme Del Fiol
2020-04-27
Differentiable Adaptive Computation Time for Visual Reasoning
| Cristobal EyzaguirreAlvaro Soto
2020-04-27
All you need is a second look: Towards Tighter Arbitrary shape text detection
Meng CaoYuexian Zou
2020-04-26
On the safety of vulnerable road users by cyclist orientation detection using Deep Learning
Marichelo Garcia-VenegasDiego A. Mercado-RavellCarlos A. Carballo-Monsivais
2020-04-25
A Systematic Search over Deep Convolutional Neural Network Architectures for Screening Chest Radiographs
Arka MitraArunava ChakravartyNirmalya GhoshTandra SarkarRamanathan SethuramanDebdoot Sheet
2020-04-24
A Light CNN for detecting COVID-19 from CT scans of the chest
Matteo PolsinelliLuigi CinqueGiuseppe Placidi
2020-04-24
Ultra Fast Structure-aware Deep Lane Detection
| Zequn QinHuanyu WangXi Li
2020-04-24
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
Supervised Contrastive Learning
| Prannay KhoslaPiotr TeterwakChen WangAaron SarnaYonglong TianPhillip IsolaAaron MaschinotCe LiuDilip Krishnan
2020-04-23
Depth-Wise Neural Architecture Search
| Artur JordaoFernando AkioMaiko LieWilliam Robson Schwartz
2020-04-23
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks
Narinder Singh PunnSonali Agarwal
2020-04-23
DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks
Yikang ZhangJian ZhangQiang WangZhao Zhong
2020-04-22
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassasniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2020-04-22
Yoga-82: A New Dataset for Fine-grained Classification of Human Poses
Manisha VermaSudhakar KumawatYuta NakashimaShanmuganathan Raman
2020-04-22
Automatic Polyp Segmentation Using Convolutional Neural Networks
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassaniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2020-04-22
A Data and Compute Efficient Design for Limited-Resources Deep Learning
Mirgahney MohamedGabriele CesaTaco S. CohenMax Welling
2020-04-21
Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection
Marcel BengsStephan WestermannNils GessertDennis EggertAndreas O. H. GerstnerNina A. MuellerChristian BetzWiebke LaffersAlexander Schlaefer
2020-04-21
Automated Detection of Rest Disruptions in Critically Ill Patients
Vasundhra IyengarAzra BihoracParisa Rashidi
2020-04-21
LSQ+: Improving low-bit quantization through learnable offsets and better initialization
| Yash BhalgatJinwon LeeMarkus NagelTijmen BlankevoortNojun Kwak
2020-04-20
Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning
| Shervin MinaeeRahele KafiehMilan SonkaShakib YazdaniGhazaleh Jamalipour Soufi
2020-04-20
ResNeSt: Split-Attention Networks
| Hang ZhangChongruo WuZhongyue ZhangYi ZhuZhi ZhangHaibin LinYue SunTong HeJonas MuellerR. ManmathaMu LiAlexander Smola
2020-04-19
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture
Alam NoorBilel BenjdiraAdel AmmarAnis Koubaa
2020-04-18
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient
| Behzad HasaniPooran Singh NegiMohammad H. Mahoor
2020-04-18
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification
Rui LiChenxi Duan
2020-04-17
A New Modified Deep Convolutional Neural Network for Detecting COVID-19 from X-ray Images
| Mohammad RahimzadehAbolfazl Attar
2020-04-17
Spatially Attentive Output Layer for Image Classification
Ildoo KimWoonhyuk BaekSungwoong Kim
2020-04-16
Video Face Manipulation Detection Through Ensemble of CNNs
| Nicolò BonettiniEdoardo Daniele CannasSara MandelliLuca BondiPaolo BestaginiStefano Tubaro
2020-04-16
An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers
| Bernhard LieblManuel Burghardt
2020-04-15
ESResNet: Environmental Sound Classification Based on Visual Domain Models
| Andrey GuzhovFederico RaueJörn HeesAndreas Dengel
2020-04-15
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray
Tawsifur RahmanMuhammad E. H. ChowdhuryAmith KhandakarKhandaker R. IslamKhandaker F. IslamZaid B. MahbubMuhammad A. KadirSaad Kashem
2020-04-14
Towards Robust Classification with Image Quality Assessment
Yeli FengYiyu Cai
2020-04-14
WQT and DG-YOLO: towards domain generalization in underwater object detection
Hong LiuPinhao SongRunwei Ding
2020-04-14
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training
| Hongkai ZhangHong ChangBingpeng MaNaiyan WangXilin Chen
2020-04-13
k-decay: A New Method For Learning Rate Schedule
Tao ZhangWei Li
2020-04-13
Multilevel Minimization for Deep Residual Networks
Lisa Gaedke-MerzhäuserAlena KopaničákováRolf Krause
2020-04-13
Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images
| Eduardo LuzPedro Lopes SilvaRodrigo SilvaLudmila SilvaGladston MoreiraDavid Menotti
2020-04-12
Detection of Covid-19 From Chest X-ray Images Using Artificial Intelligence: An Early Review
Muhammad IlyasHina RehmanAmine Nait-ali
2020-04-11
Improved Residual Networks for Image and Video Recognition
| Ionut Cosmin DutaLi LiuFan ZhuLing Shao
2020-04-10
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images
Asif Iqbal KhanJunaid Latief ShahMudasir Bhat
2020-04-10
Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection
Zheng NieJiachen XuShengchang Zhang
2020-04-09
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection
| Zhongzheng RenZhiding YuXiaodong YangMing-Yu LiuYong Jae LeeAlexander G. SchwingJan Kautz
2020-04-09
CenterMask: single shot instance segmentation with point representation
Yuqing WangZhaoliang XuHao ShenBaoshan ChengLirong Yang
2020-04-09
GSA-DenseNet121-COVID-19: a Hybrid Deep Learning Architecture for the Diagnosis of COVID-19 Disease based on Gravitational Search Optimization Algorithm
Dalia EzzatAboul ell HassanienHassan Aboul Ella
2020-04-09
Skin Diseases Detection using LBP and WLD- An Ensembling Approach
Arnab BanerjeeNibaran DasMita Nasipuri
2020-04-08
A Deep Learning Approach for Determining Effects of Tuta Absoluta in Tomato Plants
Denis P. RubangaLoyani K. LoyaniMgaya RichardSawahiko Shimada
2020-04-08
Improved YOLOv3 Object Classification in Intelligent Transportation System
Yang ZhangChanghui HuXiaobo Lu
2020-04-08
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation
Changlu GuoMárton SzemenyeiYugen YiWenle WangBuer ChenChangqi Fan
2020-04-07
Within the Lack of COVID-19 Benchmark Dataset: A Novel GAN with Deep Transfer Learning for Corona-virus Detection in Chest X-ray Images
Mohamed LoeyFlorentin SmarandacheNour Eldeen M. Khalifa
2020-04-07
Orthant Based Proximal Stochastic Gradient Method for $\ell_1$-Regularized Optimization
| Tianyi ChenTianyu DingBo JiGuanyi WangJing TianYixin ShiSheng YiXiao TuZhihui Zhu
2020-04-07
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs
Jun ChenLiang LiuYong LiuXianfang Zeng
2020-04-06
AutoToon: Automatic Geometric Warping for Face Cartoon Generation
Julia GongYannick Hold-GeoffroyJingwan Lu
2020-04-06
Evolving Normalization-Activation Layers
| Hanxiao LiuAndrew BrockKaren SimonyanQuoc V. Le
2020-04-06
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation
S. M. Kamrul HasanCristian A. Linte
2020-04-05
Neural Architecture Search for Lightweight Non-Local Networks
| Yingwei LiXiaojie JinJieru MeiXiaochen LianLinjie YangCihang XieQihang YuYuyin ZhouSong BaiAlan Yuille
2020-04-04
ObjectNet Dataset: Reanalysis and Correction
| Ali Borji
2020-04-04
Pixel Consensus Voting for Panoptic Segmentation
Haochen WangRuotian LuoMichael MaireGreg Shakhnarovich
2020-04-04
Exploring the ability of CNNs to generalise to previously unseen scales over wide scale ranges
Ylva JanssonTony Lindeberg
2020-04-03
Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology
Srinath JayachandranAshlin Ghosh
2020-04-03
Context Prior for Scene Segmentation
| Changqian YuJingbo WangChangxin GaoGang YuChunhua ShenNong Sang
2020-04-03
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval
| Tobias WeyandAndre AraujoBingyi CaoJack Sim
2020-04-03
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis
| Eu Wern TehTerrance DeVriesGraham W. Taylor
2020-04-02
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention
Juan-Manuel Perez-RuaBrais MartinezXiatian ZhuAntoine ToisoulVictor EscorciaTao Xiang
2020-04-02
Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset
Nour Eldeen M. KhalifaMohamed Hamed N. TahaAboul Ella HassanienSally Elghamrawy
2020-04-02
Effect of Annotation Errors on Drone Detection with YOLOv3
| Aybora KoksalKutalmis Gokalp InceA. Aydin Alatan
2020-04-02
NBDT: Neural-Backed Decision Trees
| Alvin WanLisa DunlapDaniel HoJihan YinScott LeeHenry JinSuzanne PetrykSarah Adel BargalJoseph E. Gonzalez
2020-04-01
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning
Khalid El AsnaouiYouness ChawkiAli Idri
2020-03-31
Learning Oracle Attention for High-fidelity Face Completion
Tong ZhouChangxing DingShaowen LinXinchao WangDacheng Tao
2020-03-31
Attention-based Assisted Excitation for Salient Object Detection
Saeed MasoudniaMelika KheiriehAbdol-Hossein VahabieBabak Nadjar Araabi
2020-03-31
SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings
| Wenyu HanSiyuan XiangChenhui LiuRuoyu WangChen Feng
2020-03-31
TResNet: High Performance GPU-Dedicated Architecture
| Tal RidnikHussam LawenAsaf NoyItamar FriedmanEmanuel Ben BaruchGilad Sharir
2020-03-30
How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference
| Tai VuEmily WenRoy Nehoran
2020-03-30
Algorithm-Based Fault Tolerance for Convolutional Neural Networks
Kai ZhaoSheng DiSihuan LiXin LiangYujia ZhaiJieyang ChenKaiming OuyangFranck CappelloZizhong Chen
2020-03-27
Memory Enhanced Global-Local Aggregation for Video Object Detection
| Yihong ChenYue CaoHan HuLiwei Wang
2020-03-26
Milking CowMask for Semi-Supervised Image Classification
| Geoff FrenchAvital OliverTim Salimans
2020-03-26
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
| Jianyuan GuoKai HanYunhe WangChao ZhangZhaohui YangHan WuXinghao ChenChang Xu
2020-03-26
Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning
Rasool AmeriSaideh FerdowsiAli AlameerVahid AbolghasemiKianoush Nazarpour
2020-03-26
Circumventing Outliers of AutoAugment with Knowledge Distillation
Longhui WeiAn XiaoLingxi XieXin ChenXiaopeng ZhangQi Tian
2020-03-25
GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet
Shan YouTao HuangMingmin YangFei WangChen QianChangshui Zhang
2020-03-25
A New Multiple Max-pooling Integration Module and Cross Multiscale Deconvolution Network Based on Image Semantic Segmentation
Hongfeng YouShengwei TianLong YuXiang MaYan XingNing Xin
2020-03-25
Multi-Lead ECG Classification via an Information-Based Attention Convolutional Neural Network
Hao TungChao ZhengXinsheng MaoDahong Qian
2020-03-25
Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection
| Suyog JadhavUdbhav BambaArnav ChavanRishabh TiwariAryan Raj
2020-03-23
Meta Pseudo Labels
Hieu PhamQizhe XieZihang DaiQuoc V. Le
2020-03-23
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion
Chia-Yuan ChangShuo-En ChangPei-Yung HsiaoLi-Chen Fu
2020-03-23
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations
Saima SharminNitin RathiPriyadarshini PandaKaushik Roy
2020-03-23
Dynamic ReLU
Yinpeng ChenXiyang DaiMengchen LiuDongdong ChenLu YuanZicheng Liu
2020-03-22
DP-Net: Dynamic Programming Guided Deep Neural Network Compression
Dingcheng YangWenjian YuAo ZhouHaoyuan MuGary YaoXiaoyi Wang
2020-03-21
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning
| Joshua KnightsBen HarwoodDaniel WardAnthony VanderkopOlivia Mackenzie-RossPeyman Moghadam
2020-03-21
What is the optimal depth for deep-unfolding architectures at deployment?
Nancy NayakThulasi TholetiMuralikrishnan SrinivasanSheetal Kalyani
2020-03-20
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses
Malik BoudiafJérôme RonyImtiaz Masud ZikoEric GrangerMarco PedersoliPablo PiantanidaIsmail Ben Ayed
2020-03-19
Fixing the train-test resolution discrepancy: FixEfficientNet
| Hugo TouvronAndrea VedaldiMatthijs DouzeHervé Jégou
2020-03-18
STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition
Xu LiJingwen WangLin MaKaihao ZhangFengzong LianZhanhui KangJinjun Wang
2020-03-18
Revisiting the Sibling Head in Object Detector
| Guanglu SongYu LiuXiaogang Wang
2020-03-17
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale
Piotr ZielinskiShankar KrishnanSatrajit Chatterjee
2020-03-16
Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition
Moazam SoomroMuhammad Ali FarooqRana Hammad Raza
2020-03-15
Identifying Individual Dogs in Social Media Images
Djordje BaticDubravko Culibrk
2020-03-14
Gimme Signals: Discriminative signal encoding for multimodal activity recognition
| Raphael MemmesheimerNick TheisenDietrich Paulus
2020-03-13
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages
Muhammad Ali FarooqAsma KhatoonViktor VarkarakisPeter Corcoran
2020-03-13
What Information Does a ResNet Compress?
Luke Nicholas DarlowAmos Storkey
2020-03-13
PointINS: Point-based Instance Segmentation
Lu QiXiangyu ZhangYingcong ChenYukang ChenJian SunJiaya Jia
2020-03-13
Edge-Tailored Perception: Fast Inferencing in-the-Edge with Efficient Model Distribution
Ramyad HadidiBahar AsgariJiashen CaoYounmin BaeHyojong KimMichael S. RyooHyesoon Kim
2020-03-13
Fast Distance-based Anomaly Detection in Images Using an Inception-like Autoencoder
| Natasa Sarafijanovic-DjukicJesse Davis
2020-03-12
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
Soumyajyoti DeySoham DasSwarnendu GhoshShyamali MitraSukanta ChakrabartyNibaran Das
2020-03-12
Analyzing Visual Representations in Embodied Navigation Tasks
Erik WijmansJulian StraubDhruv BatraIrfan EssaJudy HoffmanAri Morcos
2020-03-12
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth
Yiping LuChao MaYulong LuJianfeng LuLexing Ying
2020-03-11
Context-Aware Domain Adaptation in Semantic Segmentation
Jinyu YangWeizhi AnChaochao YanPeilin ZhaoJunzhou Huang
2020-03-09
Improved Baselines with Momentum Contrastive Learning
| Xinlei ChenHaoqi FanRoss GirshickKaiming He
2020-03-09
Transformation-based Adversarial Video Prediction on Large-Scale Data
Pauline LucAidan ClarkSander DielemanDiego de Las CasasYotam DoronAlbin CassirerKaren Simonyan
2020-03-09
SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
| Tiago CortinhalGeorge TzelepisEren Erdal Aksoy
2020-03-07
Automated detection of corrosion in used nuclear fuel dry storage canisters using residual neural networks
Theodore PapamarkouHayley GuyBryce KroenckeJordan MillerPreston RobinetteDaniel SchultzJacob HinkleLaura PullumCatherine SchumanJeremy RenshawStylianos Chatzidakis
2020-03-06
Traffic Signs Detection and Recognition System using Deep Learning
Pavly Salah ZakiMarco Magdy WilliamBolis Karam SolimanKerolos Gamal AlexsanKeroles KhalilMagdy El-Moursy
2020-03-06
Plant Disease Detection from Images
Anjaneya Teja Sarma Kalvakolanu
2020-03-05
DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
Priyanto HidayatullahXueting WangToshihiko YamasakiTati L. E. R. MengkoRinaldi MunirAnggraini BarlianEros SukmawatiSupraptono Supraptono
2020-03-03
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
Mao YeChengyue GongLizhen NieDenny ZhouAdam KlivansQiang Liu
2020-03-03
Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier
Michael HammannMaximilian KrausSina ShafaeiAlois Knoll
2020-03-02
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks
Marius HobbhahnAgustinus KristiadiPhilipp Hennig
2020-03-02
Augmenting Visual Place Recognition with Structural Cues
Amadeus OertelTitus CieslewskiDavide Scaramuzza
2020-02-29
Channel Equilibrium Networks for Learning Deep Representation
Wenqi ShaoShitao TangXingang PanPing TanXiaogang WangPing Luo
2020-02-29
Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs
| Jonathan FrankleDavid J. SchwabAri S. Morcos
2020-02-29
Learned Threshold Pruning
Kambiz AzarianYash BhalgatJinwon LeeTijmen Blankevoort
2020-02-28
Provable, Scalable and Automatic Perturbation Analysis on General Computational Graphs
| Kaidi XuZhouxing ShiHuan ZhangYihan WangKai-Wei ChangMinlie HuangBhavya KailkhuraXue LinCho-Jui Hsieh
2020-02-28
Meta-Learned Confidence for Few-shot Learning
| Seong Min KyeHae Beom LeeHoirin KimSung Ju Hwang
2020-02-27
FMix: Enhancing Mixed Sample Data Augmentation
| Ethan HarrisAntonia MarcuMatthew PainterMahesan NiranjanAdam Prügel-BennettJonathon Hare
2020-02-27
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila SahaAditya KusupatiHarsha Vardhan SimhadriManik VarmaPrateek Jain
2020-02-27
Learning in the Frequency Domain
| Kai XuMinghai QinFei SunYuhao WangYen-Kuang ChenFengbo Ren
2020-02-27
Graphcore C2 Card performance for image-based deep learning application: A Report
Ilyes KacherMaxime PortazHicham RandrianarivoSylvain Peyronnet
2020-02-26
Invariance vs. Robustness Trade-Off in Neural Networks
Sandesh KamathAmit DeshpandeK V Subrahmanyam
2020-02-26
Recalibrating 3D ConvNets with Project & Excite
Anne-Marie RickmannAbhijit Guha RoyIgnacio SarasuaChristian Wachinger
2020-02-25
On Feature Normalization and Data Augmentation
| Boyi LiFelix WuSer-Nam LimSerge BelongieKilian Q. Weinberger
2020-02-25
Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space
Camilo PestanaNaveed AkhtarWei LiuDavid GlanceAjmal Mian
2020-02-25
A Practical Privacy-preserving Method in Federated Deep Learning
Yan FengXue YangWeijun FangShu-Tao XiaXiaohu TangJun ShaoTao Xiong
2020-02-23
Gradual Channel Pruning while Training using Feature Relevance Scores for Convolutional Neural Networks
Sai Aparna AketiSourjya RoyAnand RaghunathanKaushik Roy
2020-02-23
Neuron Shapley: Discovering the Responsible Neurons
Amirata GhorbaniJames Zou
2020-02-23
DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team
Qingjian LinWeicheng CaiLin YangJunjie WangJun ZhangMing Li
2020-02-23
Introducing Fuzzy Layers for Deep Learning
Stanton R. PriceSteven R. PriceDerek T. Anderson
2020-02-21
TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU
| Filip VaverkaVojtech MrazekZdenek VasicekLukas Sekanina
2020-02-21
MaxUp: A Simple Way to Improve Generalization of Neural Network Training
Chengyue GongTongzheng RenMao YeQiang Liu
2020-02-20
Fast and Regularized Reconstruction of Building Façades from Street-View Images using Binary Integer Programming
Han HuLibin WangMier ZhangYulin DingQing Zhu
2020-02-20
Knapsack Pruning with Inner Distillation
Yonathan AflaloAsaf NoyMing LinItamar FriedmanLihi Zelnik
2020-02-19
DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention
B. V. S AnushaSayan BanerjeeSubhasis Chaudhuri
2020-02-19
Modelling response to trypophobia trigger using intermediate layers of ImageNet networks
Piotr WoźnickiMichał KuźbaPiotr Migdał
2020-02-19
Marvel: A Data-centric Compiler for DNN Operators on Spatial Accelerators
Prasanth ChatarasiHyoukjun KwonNatesh RainaSaurabh MalikVaisakh HaridasAngshuman ParasharMichael PellauerTushar KrishnaVivek Sarkar
2020-02-18
Picking Winning Tickets Before Training by Preserving Gradient Flow
| Chaoqi WangGuodong ZhangRoger Grosse
2020-02-18
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations
| Yichi ZhangRitchie ZhaoWeizhe HuaNayun XuG. Edward SuhZhiru Zhang
2020-02-17
Learning Architectures for Binary Networks
| Dahyun KimKunal Pratap SinghJonghyun Choi
2020-02-17
Active Bayesian Assessment for Black-Box Classifiers
| Disi JiRobert L. Logan IVPadhraic SmythMark Steyvers
2020-02-16
Multi-Task Siamese Neural Network for Improving Replay Attack Detection
Patrick von PlatenFei TaoGokhan Tur
2020-02-16
Automatic lesion segmentation and Pathological Myopia classification in fundus images
Cefas Rodrigues FreireJulio Cesar da Costa MouraDaniele Montenegro da Silva BarrosRicardo Alexsandro de Medeiros Valentim
2020-02-15
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances
Aleksei GusevVladimir VolokhovTseren AndzhukaevSergey NovoselovGalina LavrentyevaMarina VolkovaAlice GazizullinaAndrey ShulipaArtem GorlanovAnastasia AvdeevaArtem IvanovAlexander KozlovTimur PekhovskyYuri Matveev
2020-02-14
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
Dongxian WuYisen WangShu-Tao XiaJames BaileyXingjun Ma
2020-02-14
GSANet: Semantic Segmentation with Global and Selective Attention
Qingfeng LiuMostafa El-KhamyDongwoon BaiJungwon Lee
2020-02-14
Improving Efficiency in Neural Network Accelerator Using Operands Hamming Distance optimization
Meng LiYilei LiPierce ChuangLiangzhen LaiVikas Chandra
2020-02-13
Cross-Iteration Batch Normalization
| Zhuliang YaoYue CaoShuxin ZhengGao HuangStephen Lin
2020-02-13
A Simple Framework for Contrastive Learning of Visual Representations
| Ting ChenSimon KornblithMohammad NorouziGeoffrey Hinton
2020-02-13
The use of Convolutional Neural Networks for signal-background classification in Particle Physics experiments
Venkitesh AyyarWahid BhimjiLisa GerhardtSally RobertsonZahra Ronaghi
2020-02-13
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images
Ying Da WangMehdi ShabaninejadRyan T. ArmstrongPeyman Mostaghimi
2020-02-13
Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning
| Sejun ParkJaeho LeeSangwoo MoJinwoo Shin
2020-02-12
Vision-based Fight Detection from Surveillance Cameras
| Şeymanur AktıGözde Ayşe TataroğluHazım Kemal Ekenel
2020-02-11
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification
| Dongliang ChangYifeng DingJiyang XieAyan Kumar BhuniaXiaoxu LiZhanyu MaMing WuJun GuoYi-Zhe Song
2020-02-11
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics
Rohit JammulaVishnu Rajan TejusShreya Shankar
2020-02-11
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator
Mohamed S. AbdelfattahŁukasz DudziakThomas ChauRoyson LeeHyeji KimNicholas D. Lane
2020-02-11
Real-Time target detection in maritime scenarios based on YOLOv3 model
Alessandro BettiBenedetto MichelozziAndrea BracciAndrea Masini
2020-02-10
Soft Threshold Weight Reparameterization for Learnable Sparsity
| Aditya KusupatiVivek RamanujanRaghav SomaniMitchell WortsmanPrateek JainSham KakadeAli Farhadi
2020-02-08
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
Rui LiuSanjan KrishnanAaron J. ElmoreMichael J. Franklin
2020-02-07
Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network
Divinah NyasakaJing WangHaron Tinega
2020-02-07
CIFAR-10 Image Classification Using Feature Ensembles
Felipe O. GiusteJuan C. Vizcarra
2020-02-07
3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos
Shikha DubeyAbhijeet BoraguleMoongu Jeon
2020-02-04
Large Batch Training Does Not Need Warmup
Zhouyuan HuoBin GuHeng Huang
2020-02-04
Robust Decoy-enhanced Saliency Maps
Yang LuWenbo GuoXinyu XingWilliam Stafford Noble
2020-02-03
Exponential discretization of weights of neural network connections in pre-trained neural networks
Magomed Yu. MalsagovEmil M. KhayrovMaria M. PushkarevaIakov M. Karandashev
2020-02-03
Non-linear Neurons with Human-like Apical Dendrite Activations
Mariana-Iuliana GeorgescuRadu Tudor IonescuNicolae-Catalin RisteaNicu Sebe
2020-02-02
ParkingSticker: A Real-World Object Detection Dataset
Caroline PottsEthem F. CanAysu Ezen-CanXiangqian Hu
2020-01-31
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN
Milad MozafariLeila ReddyRufin VanRullen
2020-01-31
Non-Determinism in TensorFlow ResNets
Miguel MorinMatthew Willetts
2020-01-30
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks
Souvik KunduMahdi NazemiMassoud PedramKeith M. ChuggPeter A. Beerel
2020-01-29
MCSAE: Masked Cross Self-Attentive Encoding for Speaker Embedding
Soonshin SeoJi-Hwan Kim
2020-01-28
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks
Sheela RamannaCenker SengozScott KehlerDat Pham
2020-01-27
Performance of a Deep Neural Network at Detecting North Atlantic Right Whale Upcalls
Oliver S. KirsebomFabio FrazaoYvan SimardNathalie RoyStan MatwinSamuel Giard
2020-01-24
CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images
Mariia DobkoBohdan PetryshakOles Dobosevych
2020-01-23
On generalized residue network for deep learning of unknown dynamical systems
Zhen ChenDongbin Xiu
2020-01-23
Pruning CNN's with linear filter ensembles
Csanád SándorSzabolcs PávelLehel Csató
2020-01-22
UniPose: Unified Human Pose Estimation in Single Images and Videos
Bruno ArtachoAndreas Savakis
2020-01-22
AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset
S. H. Shabbeer BashaSravan Kumar VinakotaShiv Ram DubeyViswanath PulabaigariSnehasis Mukherjee
2020-01-22
Real-Time Object Detection and Recognition on Low-Compute Humanoid Robots using Deep Learning
Sayantan ChatterjeeFaheem H. ZunjaniSouvik SenGora C. Nandi
2020-01-20
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture
Zixiang DingYaran ChenNannan LiDongbin Zhao Zhiquan SunC. L. Philip Chen
2020-01-18
Harmonic Convolutional Networks based on Discrete Cosine Transform
| Matej UlicnyVladimir A. KrylovRozenn Dahyot
2020-01-18
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
| Jungkyu LeeTaeryun WonTae Kwan LeeHyemin LeeGeonmo GuKiho Hong
2020-01-17
RSnet: An improvement for Darknet
Shengquan WangAng LiJiying ChenBaoyu ZhengJiaxin JiLi Xianglong
2020-01-16
Filter Grafting for Deep Neural Networks
| Fanxu MengHao ChengKe LiZhixin XuRongrong JiXing SunGaungming Lu
2020-01-15
Deep Residual Flow for Out of Distribution Detection
| Ev ZisselmanAviv Tamar
2020-01-15
Quantisation and Pruning for Neural Network Compression and Regularisation
| Kimessha PaupamahSteven JamesRichard Klein
2020-01-14
Backward Feature Correction: How Deep Learning Performs Deep Learning
Zeyuan Allen-ZhuYuanzhi Li
2020-01-13
Multi-Scale Weight Sharing Network for Image Recognition
Shubhra AichIan StavnessYasuhiro TaniguchiMasaki Yamazaki
2020-01-09
MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection
| Abdullah RashwanRishav AgarwalAgastya KalraPascal Poupart
2020-01-09
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search
| Jiemin FangYuzhu SunKangjian PengQian ZhangYuan LiWenyu LiuXinggang Wang
2020-01-08
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification
| Yixiao GeDapeng ChenHongsheng Li
2020-01-06
Discrimination-aware Network Pruning for Deep Model Compression
Jing LiuBohan ZhuangZhuangwei ZhuangYong GuoJunzhou HuangJinhui ZhuMingkui Tan
2020-01-04
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks
Lukas CavigelliLuca Benini
2020-01-04
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation
| Hao ChenKunyang SunZhi TianChunhua ShenYongming HuangYouliang Yan
2020-01-02
Out-of-Distribution Image Detection Using the Normalized Compression Distance
Anonymous
2020-01-01
DyNet: Dynamic Convolution for Accelerating Convolution Neural Networks
Anonymous
2020-01-01
Fast Neural Network Adaptation via Parameters Remapping
Anonymous
2020-01-01
A closer look at network resolution for efficient network design
Anonymous
2020-01-01
ISBNet: Instance-aware Selective Branching Networks
Shaofeng CaiYao ShuWei WangGang ChenBeng Chin Ooi
2020-01-01
Multi-Precision Policy Enforced Training (MuPPET) : A precision-switching strategy for quantised fixed-point training of CNNs
Anonymous
2020-01-01
FNNP: Fast Neural Network Pruning Using Adaptive Batch Normalization
Anonymous
2020-01-01
Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
| Anonymous
2020-01-01
Data-Efficient Image Recognition with Contrastive Predictive Coding
Anonymous
2020-01-01
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
| Anonymous
2020-01-01
Auto Network Compression with Cross-Validation Gradient
Anonymous
2020-01-01
Robustness and/or Redundancy Emerge in Overparametrized Deep Neural Networks
Anonymous
2020-01-01
Random Partition Relaxation for Training Binary and Ternary Weight Neural Network
Anonymous
2020-01-01
ShardNet: One Filter Set to Rule Them All
Anonymous
2020-01-01
Forecasting Deep Learning Dynamics with Applications to Hyperparameter Tuning
Anonymous
2020-01-01
Invariance vs Robustness of Neural Networks
Anonymous
2020-01-01
Pruning Depthwise Separable Convolutions for Extra Efficiency Gain of Lightweight Models
Anonymous
2020-01-01
Is my Deep Learning Model Learning more than I want it to?
Anonymous
2020-01-01
The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets
Anonymous
2020-01-01
STABILITY AND CONVERGENCE THEORY FOR LEARNING RESNET: A FULL CHARACTERIZATION
Anonymous
2020-01-01
On the Pareto Efficiency of Quantized CNN
Anonymous
2020-01-01
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?
Anonymous
2020-01-01
Rethinking the Security of Skip Connections in ResNet-like Neural Networks
Anonymous
2020-01-01
Channel Equilibrium Networks
Anonymous
2020-01-01
Resizable Neural Networks
Anonymous
2020-01-01
Differentiable Architecture Compression
Shashank SinghAshish KhetanZohar Karnin
2020-01-01
Insights on Visual Representations for Embodied Navigation Tasks
Erik WijmansJulian StraubIrfan EssaDhruv BatraJudy HoffmanAri Morcos
2020-01-01
Out-of-Distribution Detection Using Layerwise Uncertainty in Deep Neural Networks
Hirono OkamotoMasahiro SuzukiYutaka Matsuo
2020-01-01
Towards understanding the true loss surface of deep neural networks using random matrix theory and iterative spectral methods
Diego GranziolTimur GaripovDmitry VetrovStefan ZohrenStephen RobertsAndrew Gordon Wilson
2020-01-01
Deep Mining: Detecting Anomalous Patterns in Neural Network Activations with Subset Scanning
| Skyler SpeakmanCelia CintasVictor AkinwandeSrihari SridharanEdward McFowland III
2020-01-01
UW-NET: AN INCEPTION-ATTENTION NETWORK FOR UNDERWATER IMAGE CLASSIFICATION
Miao Yang and Ke HuChongyi LiZhiqiang Wei
2020-01-01
ZeroQ: A Novel Zero Shot Quantization Framework
| Yaohui CaiZhewei YaoZhen DongAmir GholamiMichael W. MahoneyKurt Keutzer
2020-01-01
Newton Residual Learning
Anonymous
2020-01-01
Neural Machine Translation with Universal Visual Representation
| Anonymous
2020-01-01
Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware
Anonymous
2020-01-01
Additive Powers-of-Two Quantization: A Non-uniform Discretization for Neural Networks
Anonymous
2020-01-01
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
| Sangdon ParkOsbert BastaniNikolai MatniInsup Lee
2019-12-31
Comparison of object detection methods for crop damage assessment using deep learning
Ali HamidiSepehrSeyed Vahid MirnezamiJason K. Ward
2019-12-31
Disentangling Trainability and Generalization in Deep Neural Networks
Lechao XiaoJeffrey PenningtonSamuel S. Schoenholz
2019-12-30
Searching for Stage-wise Neural Graphs In the Limit
Xin ZhouDejing DouBoyang Li
2019-12-30
Neural Architecture Search on Acoustic Scene Classification
Jixiang LiChuming LiangBo ZhangZhao WangFei XiangXiangxiang Chu
2019-12-30
Towards Unified INT8 Training for Convolutional Neural Network
Feng ZhuRuihao GongFengwei YuXianglong LiuYanfei WangZhelong LiXiuqi YangJunjie Yan
2019-12-29
Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit
Jinlei ZhangFeng ChenYadi ZhuYinan Guo
2019-12-29
Pipelined Training with Stale Weights of Deep Convolutional Neural Networks
Lifu ZhangTarek S. Abdelrahman
2019-12-29
All-in-One Image-Grounded Conversational Agents
Da JuKurt ShusterY-Lan BoureauJason Weston
2019-12-28
Big Transfer (BiT): General Visual Representation Learning
| Alexander KolesnikovLucas BeyerXiaohua ZhaiJoan PuigcerverJessica YungSylvain GellyNeil Houlsby
2019-12-24
Learn-able parameter guided Activation Functions
S. BalajiT. KavyaNatasha Sebastian
2019-12-23
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)
Muhammad Nabeel AsimaMuhammad Imran MalikAndreas DengelaSheraz Ahmed
2019-12-23
Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2-End Neural Network
Ali GhofraniRahil Mahdian ToroghiSeyed Mojtaba Tabatabaie
2019-12-18
CoulGAT: An Experiment on Interpretability of Graph Attention Networks
| Burc Gokden
2019-12-18
ResNetX: a more disordered and deeper network architecture
Wenfeng FengXin ZhangGuangpeng Zhao
2019-12-18
Deep SCNN-based Real-time Object Detection for Self-driving Vehicles Using LiDAR Temporal Data
Shibo ZhouYing ChenXiaohua LiArindam Sanyal
2019-12-17
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
Arash VahdatArun MallyaMing-Yu LiuJan Kautz
2019-12-16
Comparisonal study of Deep Learning approaches on Retinal OCT Image
Nowshin TasnimMahmudul HasanIshrak Islam
2019-12-16
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax
Karan JakharRohit BajajRuchika Gupta
2019-12-16
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction
| Xiaoqing GuoChen YangPak Lun LamPeter Y. M. WooYixuan Yuan
2019-12-16
Compressed DenseNet for Lightweight Character Recognition
Zhao ZhangZemin TangYang WangHaijun ZhangShuicheng YanMeng Wang
2019-12-15
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network
Yao XiangWanxin SunChangli PanMeng YanZhihua YinYixiong Liang
2019-12-14
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation
| Taha EmaraHossam E. Abd El MunimHazem M. Abbas
2019-12-13
TopoAct: Visually Exploring the Shape of Activations in Deep Learning
Archit RathoreNithin ChalapathiSourabh PalandeBei Wang
2019-12-13
Unified Generative Adversarial Networks for Controllable Image-to-Image Translation
| Hao TangHong LiuNicu Sebe
2019-12-12
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods
Shayan HassantabarXiaoliang DaiNiraj K. Jha
2019-12-12
Fine-grained Classification of Rowing teams
M. J. A. van WezelL. J. HamburgerY. Napolean
2019-12-11
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation
| Shaoru WangYongchao GongJunliang XingLichao HuangChang HuangWeiming Hu
2019-12-11
Linear Mode Connectivity and the Lottery Ticket Hypothesis
| Jonathan FrankleGintare Karolina DziugaiteDaniel M. RoyMichael Carbin
2019-12-11
Self-Driving Car Steering Angle Prediction Based on Image Recognition
Shuyang DuHaoli GuoAndrew Simpson
2019-12-11
AugFPN: Improving Multi-scale Feature Learning for Object Detection
| Chaoxu GuoBin FanQian ZhangShiming XiangChunhong Pan
2019-12-11
VIBE: Video Inference for Human Body Pose and Shape Estimation
| Muhammed KocabasNikos AthanasiouMichael J. Black
2019-12-11
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
| Xianzhi DuTsung-Yi LinPengchong JinGolnaz GhiasiMingxing TanYin CuiQuoc V. LeXiaodan Song
2019-12-10
Frivolous Units Help to Explain Non-Overfitting in Overparametrized Deep Neural Networks
Stephen CasperXavier BoixVanessa D'AmarioLing GuoMartin SchrimpfKasper VinkenGabriel Kreiman
2019-12-10
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images
Yi ZhouBoyang WangXiaodong HeShanshan CuiFan ZhuLi LiuLing Shao
2019-12-10
SOLO: Segmenting Objects by Locations
| Xinlong WangTao KongChunhua ShenYuning JiangLei Li
2019-12-10
Decision Support System for Detection and Classification of Skin Cancer using CNN
Rishu GargSaumil MaheshwariAnupam Shukla
2019-12-09
SaLite : A light-weight model for salient object detection
| Kitty VargheseSauradip Nag
2019-12-08
Individual predictions matter: Assessing the effect of data ordering in training fine-tuned CNNs for medical imaging
John R. ZechJessica Zosa FordeMichael L. Littman
2019-12-08
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference
| Thomas VerelstTinne Tuytelaars
2019-12-06
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation
Bruno ArtachoAndreas Savakis
2019-12-06
Scratch that! An Evolution-based Adversarial Attack against Neural Networks
Malhar JereLoris RossiBriland HitajGabriela CiocarlieGiacomo BoracchiFarinaz Koushanfar
2019-12-05
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
| Dan HendrycksNorman MuEkin D. CubukBarret ZophJustin GilmerBalaji Lakshminarayanan
2019-12-05
Towards Understanding Residual and Dilated Dense Neural Networks via Convolutional Sparse Coding
Zhiyang ZhangShihua Zhang
2019-12-05
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
| Shifeng ZhangCheng ChiYongqiang YaoZhen LeiStan Z. Li
2019-12-05
PhoneBit: Efficient GPU-Accelerated Binary Neural Network Inference Engine for Mobile Phones
Gang ChenShengyu HeHaitao MengKai Huang
2019-12-05
Deep Ensembles: A Loss Landscape Perspective
| Stanislav FortHuiyi HuBalaji Lakshminarayanan
2019-12-05
Divided We Stand: A Novel Residual Group Attention Mechanism for Medical Image Segmentation
Chaitanya KaulNick PearsSuresh Manandhar
2019-12-04
Self-Supervised Learning of Pretext-Invariant Representations
| Ishan MisraLaurens van der Maaten
2019-12-04
EmbedMask: Embedding Coupling for One-stage Instance Segmentation
| Hui YingZhaojin HuangShu LiuTianjia ShaoKun Zhou
2019-12-04
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning
Christian SchönJens Dittrich
2019-12-03
YOLACT++: Better Real-time Instance Segmentation
| Daniel BolyaChong ZhouFanyi XiaoYong Jae Lee
2019-12-03
Face Detection with Feature Pyramids and Landmarks
Samuel W. F. EarpPavit NoinongyaoJustin A. CairnsAnkush Ganguly
2019-12-02
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices
| Bo ChenGolnaz GhiasiHanxiao LiuTsung-Yi LinDmitry KalenichenkoHartwig AdamsQuoc V. Le
2019-12-02
Skeleton based Activity Recognition by Fusing Part-wise Spatio-temporal and Attention Driven Residues
Chhavi DhimanDinesh Kumar VishwakarmaParas Aggarwal
2019-12-02
Automated speech-based screening of depression using deep convolutional neural networks
Karol ChlastaKrzysztof WołkIzabela Krejtz
2019-12-02
ANODEV2: A Coupled Neural ODE Framework
| Tianjun ZhangZhewei YaoAmir GholamiJoseph E. GonzalezKurt KeutzerMichael W. MahoneyGeorge Biros
2019-12-01
ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models
Andrei BarbuDavid MayoJulian AlverioWilliam LuoChristopher WangDan GutfreundJosh TenenbaumBoris Katz
2019-12-01
AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters
| Xia XiaoZigeng WangSanguthevar Rajasekaran
2019-12-01
What's Hidden in a Randomly Weighted Neural Network?
| Vivek RamanujanMitchell WortsmanAniruddha KembhaviAli FarhadiMohammad Rastegari
2019-11-29
QKD: Quantization-aware Knowledge Distillation
Jangho KimYash BhalgatJinwon LeeChirag PatelNojun Kwak
2019-11-28
Data-Driven Compression of Convolutional Neural Networks
Ramit PahwaManoj Ghuhan ArivazhaganAnkur GargSiddarth KrishnamoorthyRohit SaxenaSunav Choudhary
2019-11-28
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
| Chien-Yao WangHong-Yuan Mark LiaoI-Hau YehYueh-Hua WuPing-Yang ChenJun-Wei Hsieh
2019-11-27
Crypto-Oriented Neural Architecture Design
| Avital ShafranGil SegevShmuel PelegYedid Hoshen
2019-11-27
GhostNet: More Features from Cheap Operations
| Kai HanYunhe WangQi TianJianyuan GuoChunjing XuChang Xu
2019-11-27
Structured Multi-Hashing for Model Compression
Elad EbanYair Movshovitz-AttiasHao WuMark SandlerAndrew PoonYerlan IdelbayevMiguel A. Carreira-Perpinan
2019-11-25
Traffic map prediction using UNet based deep convolutional neural network
| Sungbin Choi
2019-11-25
Reinventing 2D Convolutions for 3D Images
| Jiancheng YangXiaoyang HuangBingbing NiJingwei XuCanqian YangGuozheng Xu
2019-11-24
Constrained Linear Data-feature Mapping for Image Classification
Juncai HeYuyan ChenLian ZhangJinchao Xu
2019-11-23
Compressing Representations for Embedded Deep Learning
Juliano S. AssineAlan GodoyEduardo Valle
2019-11-23
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
| Bowen ChengMaxwell D. CollinsYukun ZhuTing LiuThomas S. HuangHartwig AdamLiang-Chieh Chen
2019-11-22
Shape Detection In 2D Ultrasound Images
Ruturaj GoleHaixia WuSubho Ghose
2019-11-22
Adversarial Examples Improve Image Recognition
| Cihang XieMingxing TanBoqing GongJiang WangAlan YuilleQuoc V. Le
2019-11-21
Fast Sparse ConvNets
| Erich ElsenMarat DukhanTrevor GaleKaren Simonyan
2019-11-21
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
| Saurabh SinghShankar Krishnan
2019-11-21
Learning Spatial Fusion for Single-Shot Object Detection
| Songtao LiuDi HuangYunhong Wang
2019-11-21
MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks
Yunteng LuanHanyu ZhaoZhi YangYafei Dai
2019-11-21
An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy
Jiaxu ChenJing HaoKai ChenDi XieShicai YangShiliang Pu
2019-11-21
EfficientDet: Scalable and Efficient Object Detection
| Mingxing TanRuoming PangQuoc V. Le
2019-11-20
Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection
Ganesh Samarth C. A.Neelanjan BhowmikToby P. Breckon
2019-11-20
Real-time Scene Text Detection with Differentiable Binarization
| Minghui LiaoZhaoyi WanCong YaoKai ChenXiang Bai
2019-11-20
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
| Julian SchrittwieserIoannis AntonoglouThomas HubertKaren SimonyanLaurent SifreSimon SchmittArthur GuezEdward LockhartDemis HassabisThore GraepelTimothy LillicrapDavid Silver
2019-11-19
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms
Zhiqiang XiongZhicheng WangZhaohui YuXi Gu
2019-11-19
KISS: Keeping It Simple for Scene Text Recognition
| Christian BartzJoseph BethgeHaojin YangChristoph Meinel
2019-11-19
IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision
Hongxing GaoWei TaoDongchao WenTse-Wei ChenKinya OsaMasami Kato
2019-11-19
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures
| Gabriel SynnaeveQiantong XuJacob KahnTatiana LikhomanenkoEdouard GraveVineel PratapAnuroop SriramVitaliy LiptchinskyRonan Collobert
2019-11-19
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss
Qian WangToby P. Breckon
2019-11-18
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation
| Yibo YangHongyang LiXia LiQijie ZhaoJianlong WuZhouchen Lin
2019-11-18
DirectPose: Direct End-to-End Multi-Person Pose Estimation
| Zhi TianHao ChenChunhua Shen
2019-11-18
AI-based Pilgrim Detection using Convolutional Neural Networks
Marwa Ben JabraAdel AmmarAnis KoubaaOmar CheikhrouhouHabib Hamam
2019-11-18
ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding
| Harald HanselmannHermann Ney
2019-11-17
Dense Color Constancy with Effective Edge Augmentation
Yilang ZhangZheng WeiJian WangXin Yuan
2019-11-17
Music theme recognition using CNN and self-attention
Manoj SukhavasiSainath Adapa
2019-11-16
CenterMask : Real-Time Anchor-Free Instance Segmentation
| Youngwan LeeJongyoul Park
2019-11-15
CenterMask : Real-Time Anchor-Free Instance Segmentation
| Youngwan LeeJongyoul Park
2019-11-15
Cross-modal supervised learning for better acoustic representations
Shaoyong JiaXin ShuYang YangDawei LiangQiyue LiuJunhui Liu
2019-11-15
Contrast Phase Classification with a Generative Adversarial Network
Yucheng TangHo Hin LeeYuchen XuOlivia TangYunqiang ChenDashan GaoShizhong HanRiqiang GaoCamilo BermudezMichael R. SavonaRichard G. AbramsonYuankai HuoBennett A. Landman
2019-11-14
Momentum Contrast for Unsupervised Visual Representation Learning
| Kaiming HeHaoqi FanYuxin WuSaining XieRoss Girshick
2019-11-13
Location-aware Upsampling for Semantic Segmentation
| Xiangyu HeZitao MoQiang ChenAnda ChengPeisong WangJian Cheng
2019-11-13
Image-Based Feature Representation for Insider Threat Classification
Gayathri R GAtul SajjanharYong Xiang
2019-11-13
Self-training with Noisy Student improves ImageNet classification
| Qizhe XieMinh-Thang LuongEduard HovyQuoc V. Le
2019-11-11
Stronger Convergence Results for Deep Residual Networks: Network Width Scales Linearly with Training Data Size
Talha Cihad Gulcu
2019-11-11
Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning
Anis KoubaaAdel AmmarBilel BenjdiraAbdullatif Al-HadidBelal KawafSaleh Ali Al-YahriAbdelrahman BabikerKoutaiba AssafMohannad Ba Ras
2019-11-11
Periodic Spectral Ergodicity: A Complexity Measure for Deep Neural Networks and Neural Architecture Search
| Mehmet SüzenJ. J. CerdàCornelius Weber
2019-11-10
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network
Ke XuKaiyu GuanJian PengYunan LuoSibo Wang
2019-11-09
Efficacy of Pixel-Level OOD Detection for Semantic Segmentation
Matt AngusKrzysztof CzarneckiRick Salay
2019-11-07
Predictive modeling of brain tumor: A Deep learning approach
Priyansh SaxenaAkshat MaheshwariShivani TayalSaumil Maheshwari
2019-11-06
A Scalable Multilabel Classification to Deploy Deep Learning Architectures For Edge Devices
Tolulope A. OdetolaOgheneuriri OderhohwoSyed Rafay Hasan
2019-11-05
Enhanced Convolutional Neural Tangent Kernels
Zhiyuan LiRuosong WangDingli YuSimon S. DuWei HuRuslan SalakhutdinovSanjeev Arora
2019-11-03
Generalizing to unseen domains via distribution matching
| Isabela AlbuquerqueJoão MonteiroMohammad DarvishiTiago H. FalkIoannis Mitliagkas
2019-11-03
Comb Convolution for Efficient Convolutional Architecture
Dandan LiYuan ZhouShuwei HuoSun-Yuan Kung
2019-11-01
Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks
Süleyman AslanUğur Güdükbay
2019-11-01
Multi-scale Octave Convolutions for Robust Speech Recognition
Joanna RownickaPeter BellSteve Renals
2019-10-31
On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance
Madhu KiranVivek TiwariLe Thanh Nguyen-MeidineEric Granger
2019-10-31
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks
Jonathan EphrathMoshe EliasofLars RuthottoEldad HaberEran Treister
2019-10-29
Skip-Clip: Self-Supervised Spatiotemporal Representation Learning by Future Clip Order Ranking
Alaaeldin El-NoubyShuangfei ZhaiGraham W. TaylorJoshua M. Susskind
2019-10-28
An Adaptive and Momental Bound Method for Stochastic Learning
| Jianbang DingXuancheng RenRuixuan LuoXu Sun
2019-10-27
Deep Learning and Control Algorithms of Direct Perception for Autonomous Driving
Der-Hau LeeKuan-Lin ChenKuan-Han LiouChang-Lun LiuJinn-Liang Liu
2019-10-26
Consistency Regularization for Generative Adversarial Networks
Han ZhangZizhao ZhangAugustus OdenaHonglak Lee
2019-10-26
Emotion recognition with 4kresolution database
Qian Zheng
2019-10-24
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments
Zhen-Liang NiGui-Bin BianZeng-Guang HouXiao-Hu ZhouXiao-Liang XieZhen Li
2019-10-24
Unified Multi-scale Feature Abstraction for Medical Image Segmentation
Xi FangBo DuSheng XuBradford J. WoodPingkun Yan
2019-10-24
Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks
Chenglang YuanCheng BianHongjian KangShu LiangKai MaYefeng Zheng
2019-10-23
Establishing an Evaluation Metric to Quantify Climate Change Image Realism
Sharon ZhouAlexandra LuccioniGautier CosneMichael S. BernsteinYoshua Bengio
2019-10-22
4-Connected Shift Residual Networks
| Andrew BrownPascal MettesMarcel Worring
2019-10-22
Self-Correction for Human Parsing
| Peike LiYunqiu XuYunchao WeiYi Yang
2019-10-22
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks
Yihui HeJianing QianJianren Wang
2019-10-21
Directed-Weighting Group Lasso for Eltwise Blocked CNN Pruning
Ke ZhanShimiao JiangYu BaiYi LiXu LiuZhuoran Xu
2019-10-21
SANet:Superpixel Attention Network for Skin Lesion Attributes Detection
Xinzi HeBaiying LeiTianfu Wang
2019-10-20
Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses
Hamed MajidifardPeng JinYaw Adu-GyamfiWilliam G. Buttlar
2019-10-20
Mirror Descent View for Neural Network Quantization
Thalaiyasingam AjanthanKartik GuptaPhilip H. S. TorrRichard HartleyPuneet K. Dokania
2019-10-18
Adversarial T-shirt! Evading Person Detectors in A Physical World
Kaidi XuGaoyuan ZhangSijia LiuQuanfu FanMengshu SunHongge ChenPin-Yu ChenYanzhi WangXue Lin
2019-10-18
Offline handwritten mathematical symbol recognition utilising deep learning
Azadeh NazemiNiloofar TavakolianDonal FitzpatrickChandrik a FernandoChing Y. Suen
2019-10-16
Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology
C. ChalmersP. FergusSerge WichAday Curbelo Montanez
2019-10-16
Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3
Adel AmmarAnis KoubaaMohanned AhmedAbdulrahman Saad
2019-10-16
ICPS-net: An End-to-End RGB-based Indoor Camera Positioning System using deep convolutional neural networks
Ali GhofraniRahil Mahdian ToroghiSayed Mojtaba Tabatabaie
2019-10-14
OmniTrack: Real-time detection and tracking of objects, text and logos in video
Hannes FassoldRidouane Ghermi
2019-10-14
Stripe-based and Attribute-aware Network: A Two-Branch Deep Model for Vehicle Re-identification
Jingjing QianWei JiangHao LuoHongyan Yu
2019-10-12
How are attributes expressed in face DCNNs?
Prithviraj DharAnkan BansalCarlos D. CastilloJoshua GleasonP. Jonathon PhillipsRama Chellappa
2019-10-12
Aff-Wild Database and AffWildNet
Mengyao LiuDimitrios Kollias
2019-10-11
On the adequacy of untuned warmup for adaptive optimization
| Jerry MaDenis Yarats
2019-10-09
PipeMare: Asynchronous Pipeline Parallel DNN Training
Bowen YangJian ZhangJonathan LiChristopher RéChristopher R. AbergerChristopher De Sa
2019-10-09
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
| Qilong WangBanggu WuPengfei ZhuPeihua LiWangmeng ZuoQinghua Hu
2019-10-08
Improved Res2Net model for Person re-identification
Zongjing CaoHyo Jong Lee
2019-10-08
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
| Kundan KumarRithesh KumarThibault de BoissiereLucas GestinWei Zhen TeohJose SoteloAlexandre de BrebissonYoshua BengioAaron Courville
2019-10-08
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
| Hang GaoXizhou ZhuSteve LinJifeng Dai
2019-10-07
On Leveraging the Visual Modality for Neural Machine Translation
Vikas RaunakSang Keun ChoeQuanyang LuYi XuFlorian Metze
2019-10-07
Deep Neural Network Compression for Image Classification and Object Detection
| Georgios TzelepisAhraz AsifSaimir BaciSelcuk CavdarEren Erdal Aksoy
2019-10-07
Improving One-shot NAS by Suppressing the Posterior Fading
Xiang LiChen LinChuming LiMing SunWei WuJunjie YanWanli Ouyang
2019-10-06
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognition
| Zhen HuangTim NgLeo LiuHenry MasonXiaodan ZhuangDaben Liu
2019-10-04
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection
| Alexander WongMahmoud FamuoriMohammad Javad ShafieeFrancis LiBrendan ChwylJonathan Chung
2019-10-03
Kidney Recognition in CT Using YOLOv3
Andréanne Lemay
2019-10-03
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs
Souvik KunduSaurav PrakashHaleh AkramiPeter A. BeerelKeith M. Chugg
2019-10-02
Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip Reading
Xingxuan Zhang Feng Cheng Shilin Wang
2019-10-01
AMP: Adaptive Masked Proxies for Few-Shot Segmentation
Mennatullah Siam Boris N. Oreshkin Martin Jagersand
2019-10-01
RITnet: Real-time Semantic Segmentation of the Eye for Gaze Tracking
| Aayush K. ChaudharyRakshit KothariManoj AcharyaShusil DangiNitinraj NairReynold BaileyChristopher KananGabriel DiazJeff B. Pelz
2019-10-01
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark
| Xiaohua ZhaiJoan PuigcerverAlexander KolesnikovPierre RuyssenCarlos RiquelmeMario LucicJosip DjolongaAndre Susano PintoMaxim NeumannAlexey DosovitskiyLucas BeyerOlivier BachemMichael TschannenMarcin MichalskiOlivier BousquetSylvain GellyNeil Houlsby
2019-10-01
SRM: A Style-Based Recalibration Module for Convolutional Neural Networks
HyunJae Lee Hyo-Eun Kim Hyeonseob Nam
2019-10-01
Learning Rich Features at High-Speed for Single-Shot Object Detection
| Tiancai Wang Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao
2019-10-01
Small Steps and Giant Leaps: Minimal Newton Solvers for Deep Learning
Joao F. Henriques Sebastien Ehrhardt Samuel Albanie Andrea Vedaldi
2019-10-01
DSConv: Efficient Convolution Operator
Marcelo Gennari do Nascimento Roger Fawcett Victor Adrian Prisacariu
2019-10-01
ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices
Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian Sun
2019-10-01
Adaptive Context Network for Scene Parsing