DenseNet

Introduced by Huang et al. in Densely Connected Convolutional Networks

A DenseNet is a type of convolutional neural network that utilises dense connections between layers, through Dense Blocks, where we connect all layers (with matching feature-map sizes) directly with each other. To preserve the feed-forward nature, each layer obtains additional inputs from all preceding layers and passes on its own feature-maps to all subsequent layers.

Source: Densely Connected Convolutional Networks

Latest Papers

PAPER DATE
AI-based BMI Inference from Facial Images: An Application to Weight Monitoring
Hera SiddiquiAjita RattaniDakshina Ranjan KiskuTanner Dean
2020-10-15
D3Net: Densely connected multidilated DenseNet for music source separation
Naoya TakahashiYuki Mitsufuji
2020-10-05
Nonconvex Regularization for Network Slimming:Compressing CNNs Even More
Kevin BuiFredrick ParkShuai ZhangYingyong QiJack Xin
2020-10-03
End-to-End Training of CNN Ensembles for Person Re-Identification
Ayse SerbetciYusuf Sinan Akgul
2020-10-03
Self-grouping Convolutional Neural Networks
Qingbei GuoXiao-Jun WuJosef KittlerZhiquan Feng
2020-09-29
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
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
Transform Quantization for CNN Compression
Sean I. YoungWang ZheDavid TaubmanBernd Girod
2020-09-02
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
PneumoXttention: A CNN compensating for Human Fallibility when Detecting Pneumonia through CXR images with Attention
Sanskriti Singh
2020-08-11
Towards Lossless Binary Convolutional Neural Networks Using Piecewise Approximation
Baozhou Zhu Zaid Al-ArsWei Pan
2020-08-08
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
Rethinking CNN Models for Audio Classification
Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
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
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector
| Renu SharmaArun Ross
2020-07-02
Causal Explanations of Image Misclassifications
Yan MinMiles Bennett
2020-06-28
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach
Vishal SharmaCurtis Dyreson
2020-06-26
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
Astronomical Classification of Light Curves with an Ensemble of Gated Recurrent Units
| Siddharth ChainiSoumya Sanjay Kumar
2020-06-22
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning
| Arman HaghanifarMahdiyar Molahasani MajdabadiYounhee ChoiS. DeivalakshmiSeokbum Ko
2020-06-16
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
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
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
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo AvolaLuigi CinqueAlessio FagioliSebastiano FilettiGiorgio GraniEmanuele Rodolà
2020-05-28
Towards the Infeasibility of Membership Inference on Deep Models
Shahbaz RezaeiXin Liu
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
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
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
Naveen PanwarTarun TaterAnush SankaranSenthil Mani
2020-05-20
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement
Minh-Chuong HuynhTrung-Hieu NguyenMinh-Triet Tran
2020-05-13
Train and Deploy an Image Classifier for Disaster Response
Jianyu MaoKiana HarrisNae-Rong ChangCaleb PennellYiming Ren
2020-05-12
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
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi BejaniMehdi Ghatee
2020-05-05
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
Mina JafariDorothee AuerSusan FrancisJonathan GaribaldiXin Chen
2020-04-28
A scoping review of transfer learning research on medical image analysis using ImageNet
Mohammad Amin MoridAlireza BorjaliGuilherme Del Fiol
2020-04-27
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
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
Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning
| Shervin MinaeeRahele KafiehMilan SonkaShakib YazdaniGhazaleh Jamalipour Soufi
2020-04-20
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification
Rui LiChenxi Duan
2020-04-17
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
Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection
Zheng NieJiachen XuShengchang Zhang
2020-04-09
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs
Jun ChenLiang LiuYong LiuXianfang Zeng
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
Fast Predictive Uncertainty for Classification with Bayesian Deep Networks
Marius HobbhahnAgustinus KristiadiPhilipp Hennig
2020-03-02
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
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Oindrila SahaAditya KusupatiHarsha Vardhan SimhadriManik VarmaPrateek Jain
2020-02-27
A Practical Privacy-preserving Method in Federated Deep Learning
Yan FengXue YangWeijun FangShu-Tao XiaXiaohu TangJun ShaoTao Xiong
2020-02-23
DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention
B. V. S AnushaSayan BanerjeeSubhasis Chaudhuri
2020-02-19
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
Dongxian WuYisen WangShu-Tao XiaJames BaileyXingjun Ma
2020-02-14
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
Rui LiuSanjan KrishnanAaron J. ElmoreMichael J. Franklin
2020-02-07
Large Batch Training Does Not Need Warmup
Zhouyuan HuoBin GuHeng Huang
2020-02-04
Attention! A Lightweight 2D Hand Pose Estimation Approach
| Nicholas SantavasIoannis KansizoglouLoukas BampisEvangelos KarakasisAntonios Gasteratos
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
Deep Residual Flow for Out of Distribution Detection
| Ev ZisselmanAviv Tamar
2020-01-15
Sparse Weight Activation Training
Md Aamir RaihanTor M. Aamodt
2020-01-07
Is my Deep Learning Model Learning more than I want it to?
Anonymous
2020-01-01
Rethinking the Security of Skip Connections in ResNet-like Neural Networks
Anonymous
2020-01-01
Out-of-Distribution Detection Using Layerwise Uncertainty in Deep Neural Networks
Hirono OkamotoMasahiro SuzukiYutaka Matsuo
2020-01-01
Searching for Stage-wise Neural Graphs In the Limit
Xin ZhouDejing DouBoyang Li
2019-12-30
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)
Muhammad Nabeel AsimaMuhammad Imran MalikAndreas DengelaSheraz Ahmed
2019-12-23
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
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
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
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
Dense Color Constancy with Effective Edge Augmentation
Yilang ZhangZheng WeiJian WangXin Yuan
2019-11-17
An Adaptive and Momental Bound Method for Stochastic Learning
| Jianbang DingXuancheng RenRuixuan LuoXu Sun
2019-10-27
Unified Multi-scale Feature Abstraction for Medical Image Segmentation
Xi FangBo DuSheng XuBradford J. WoodPingkun Yan
2019-10-24
Aff-Wild Database and AffWildNet
Mengyao LiuDimitrios Kollias
2019-10-11
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
DSConv: Efficient Convolution Operator
Marcelo Gennari do Nascimento Roger Fawcett Victor Adrian Prisacariu
2019-10-01
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassaniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2019-09-26
PyDEns: a Python Framework for Solving Differential Equations with Neural Networks
Alexander KoryaginRoman KhudorozkovSergey Tsimfer
2019-09-25
A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge
| Anshuman SuriMayank VatsaRicha Singh
2019-09-23
Transfer Learning using CNN for Handwritten Devanagari Character Recognition
Nagender AnejaSandhya Aneja
2019-09-19
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution
| Wenming YangXuechen ZhangYapeng TianWei WangJing-Hao XueQingmin Liao
2019-09-09
HarDNet: A Low Memory Traffic Network
| Ping ChaoChao-Yang KaoYu-Shan RuanChien-Hsiang HuangYoun-Long Lin
2019-09-03
Learning Rich Representations For Structured Visual Prediction Tasks
Mohammadreza Mostajabi
2019-08-30
Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells
| Artem LukoyanovIsabella HaberboschConstantin PapeAlwin KraemerYannick SchwabAnna Kreshuk
2019-08-27
Gated Convolutional Networks with Hybrid Connectivity for Image Classification
Chuanguang YangZhulin AnHui ZhuXiaolong HuKun ZhangKaiqiang XuChao LiYongjun Xu
2019-08-26
Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis
Okyaz EminagaMahmoud AbbasChristian KunderAndreas M. LoeningJeanne ShenJames D. BrooksCurtis P. LanglotzDaniel L. Rubin
2019-08-24
Mish: A Self Regularized Non-Monotonic Neural Activation Function
| Diganta Misra
2019-08-23
Deep Active Lesion Segmentation
| Ali HatamizadehAssaf HoogiDebleena SenguptaWuyue LuBrian WilcoxDaniel RubinDemetri Terzopoulos
2019-08-19
LIP: Local Importance-based Pooling
| Ziteng GaoLimin WangGangshan Wu
2019-08-12
Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization
Dennis BangaPeter Waiganjo
2019-08-06
Towards Robust Voice Pathology Detection
Pavol HararZoltan GalazJesus B. Alonso-HernandezJiri MekyskaRadim BurgetZdenek Smekal
2019-07-13
Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference
Yue WangJianghao ShenTing-Kuei HuPengfei XuTan NguyenRichard BaraniukZhangyang WangYingyan Lin
2019-07-10
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification
| Khaled KoutiniHamid Eghbal-zadehMatthias DorferGerhard Widmer
2019-07-03
Image Super-Resolution Using Attention Based DenseNet with Residual Deconvolution
Zhuangzi Li
2019-07-03
Place recognition in gardens by learning visual representations: data set and benchmark analysis
Maria Leyva-VallinaNicola StrisciuglioNicolai Petkov
2019-06-28
Reconciling Utility and Membership Privacy via Knowledge Distillation
Virat ShejwalkarAmir Houmansadr
2019-06-15
Single Image Super-resolution via Dense Blended Attention Generative Adversarial Network for Clinical Diagnosis
Kewen LiuYuan MaHongxia XiongZejun YanZhijun ZhouChaoyang LiuPanpan FangXiaojun LiYalei Chen
2019-06-15
Accelerating temporal action proposal generation via high performance computing
Tian WangShiye LeiYouyou JiangChoi ChangHichem SnoussiGuangcun Shan
2019-06-15
Adversarial Robustness Assessment: Why both $L_0$ and $L_\infty$ Attacks Are Necessary
| Shashank KotyanDanilo Vasconcellos Vargas
2019-06-14
Parameterized Structured Pruning for Deep Neural Networks
Guenther SchindlerWolfgang RothFranz PernkopfHolger Froening
2019-06-12
Associative Convolutional Layers
| Hamed OmidvarVahideh AkhlaghiMassimo FranceschettiRajesh K. Gupta
2019-06-10
OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
| Jiashi LiQi QiJingyu WangCe GeYujian LiZhangzhang YueHaifeng Sun
2019-05-28
Locality-Promoting Representation Learning
Johannes Schneider
2019-05-25
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes
Tae Joon JunYoungsub EomDohyeun KimCherry KimJi-Hye ParkHoang Minh NguyenDaeyoung Kim
2019-05-16
Dynamic Neural Network Channel Execution for Efficient Training
Simeon E. SpasovPietro Lio
2019-05-15
Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images
| Ivan KrešoJosip KrapacSiniša Šegvić
2019-05-14
End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting
Anh Duc LeHung Tuan NguyenMasaki Nakagawa
2019-05-14
Cutting Down Training Memory by Re-fowarding
Jianwei FengDong Huang
2019-05-01
Learning to Search Efficient DenseNet with Layer-wise Pruning
Xuanyang ZhangHao liuZhanxing ZhuZenglin Xu
2019-05-01
Detecting Out-Of-Distribution Samples Using Low-Order Deep Features Statistics
Igor M. QuintanilhaRoberto de M. E. FilhoJosé LezamaMauricio DelbracioLeonardo O. Nunes
2019-05-01
Making Convolutional Networks Shift-Invariant Again
| Richard Zhang
2019-04-25
Lung Nodule Classification using Deep Local-Global Networks
| Mundher Al-ShabiBoon Leong LanWai Yee ChanKwan-Hoong NgMaxine Tan
2019-04-23
Do Lateral Views Help Automated Chest X-ray Predictions?
Hadrien BertrandMohammad HashirJoseph Paul Cohen
2019-04-17
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images
| Hidetoshi UrakuboTorsten BullmannYoshiyuki KubotaShigeyuki ObaShin Ishii
2019-04-12
Compressing deep neural networks by matrix product operators
| Ze-Feng GaoSong ChengRong-Qiang HeZ. Y. XieHui-Hai ZhaoZhong-Yi LuTao Xiang
2019-04-11
DSNet: An Efficient CNN for Road Scene Segmentation
Ping-Rong ChenHsueh-Ming HangSheng-Wei ChanJing-Jhih Lin
2019-04-10
Why ResNet Works? Residuals Generalize
Fengxiang HeTongliang LiuDacheng Tao
2019-04-02
Multi-vision Attention Networks for On-line Red Jujube Grading
Xiaoye SunLiyan MaGongyan Li
2019-03-31
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks
Sara Ross-HoweH. R. Tizhoosh
2019-03-28
Region-Adaptive Dense Network for Efficient Motion Deblurring
Kuldeep PurohitA. N. Rajagopalan
2019-03-25
Advanced Capsule Networks via Context Awareness
Nguyen Huu PhongBernardete Ribeiro
2019-03-18
A DenseNet Based Approach for Multi-Frame In-Loop Filter in HEVC
Tianyi LiMai XuRen YangXiaoming Tao
2019-03-05
ColorNet: Investigating the importance of color spaces for image classification
Shreyank N GowdaChun Yuan
2019-02-01
DSConv: Efficient Convolution Operator
Marcelo GennariRoger FawcettVictor Adrian Prisacariu
2019-01-07
Dense xUnit Networks
Idan KligvasserTomer Michaeli
2018-11-27
Multimodal Densenet
Faisal MahmoodZiyun YangThomas AshleyNicholas J. Durr
2018-11-18
Residual Convolutional Neural Network Revisited with Active Weighted Mapping
| Jung HyoungHoLee RyongLee SanghwanHwang Wonjun
2018-11-16
Dilated DenseNets for Relational Reasoning
Antreas AntoniouAgnieszka SłowikElliot J. CrowleyAmos Storkey
2018-11-01
Performance assessment of the deep learning technologies in grading glaucoma severity
Yi ZhenLei WangHan LiuJian ZhangJiantao Pu
2018-10-31
Automatically Evolving CNN Architectures Based on Blocks
Yanan SunBing XueMengjie ZhangGary G. Yen
2018-10-28
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms
| Amirreza RezvantalabHabib SafigholiSomayeh Karimijeshni
2018-10-21
On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm
| Tsui-Wei WengHuan ZhangPin-Yu ChenAurelie LozanoCho-Jui HsiehLuca Daniel
2018-10-19
Bootstrapped CNNs for Building Segmentation on RGB-D Aerial Imagery
Clint SebastianBas BoomThijs van LankveldEgor BondarevPeter H. N. De With
2018-10-08
Optimization Algorithm Inspired Deep Neural Network Structure Design
Huan LiYibo YangDongmin ChenZhouchen Lin
2018-10-03
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout
Kun WanBoyuan FengLingwei XieYufei Ding
2018-09-28
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding
Felix GondaDonglai WeiToufiq ParagHanspeter Pfister
2018-09-11
How many labeled license plates are needed?
Changhao WuShugong XuGuocong SongShunqing Zhang
2018-08-25
ParaNet - Using Dense Blocks for Early Inference
Joseph ChuangEric TsaiKevin HuangJay Fetter
2018-08-24
DenseRAN for Offline Handwritten Chinese Character Recognition
Wenchao WangJianshu ZhangJun DuZi-Rui WangYixing Zhu
2018-08-13
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks
Christopher P. BridgeMichael RosenthalBradley WrightGopal KotechaFlorian FintelmannFabian TroschelNityanand MiskinKhanant DesaiWilliam WrobelAna BabicNatalia KhalafLauren BraisMarisa WelchCaitlin ZellersNeil TenenholtzMark MichalskiBrian WolpinKatherine Andriole
2018-08-11
Densely Connected Convolutional Networks for Speech Recognition
Chia Yu LiNgoc Thang Vu
2018-08-10
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting
| Nils GessertThilo SentkerFrederic MadestaRüdiger SchmitzHelge KniepIvo BaltruschatRené WernerAlexander Schlaefer
2018-08-05
Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs
Jianwei FengDong Huang
2018-07-31
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
| Dongqing ZhangJiaolong YangDongqiangzi YeGang Hua
2018-07-26
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net
| Xingang PanPing LuoJianping ShiXiaoou Tang
2018-07-25
Text Classification based on Multiple Block Convolutional Highways
Seyed Mahdi RezaeiniaAli GhodsiRouhollah Rahmani
2018-07-23
A Dense CNN approach for skin lesion classification
Pierluigi CarcagnìAndrea CunaCosimo Distante
2018-07-17
When Work Matters: Transforming Classical Network Structures to Graph CNN
Wenting ZhaoChunyan XuZhen CuiTong ZhangJiatao JiangZhenyu ZhangJian Yang
2018-07-07
Reversed Active Learning based Atrous DenseNet for Pathological Image Classification
Yuexiang LiXinpeng XieLinlin ShenShaoxiong Liu
2018-07-06
A Weakly Supervised Adaptive DenseNet for Classifying Thoracic Diseases and Identifying Abnormalities
Bo ZhouYuemeng LiJiangcong Wang
2018-07-03
Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network
Dawei FengKele XuHaibo MiFeifan LiaoYan Zhou
2018-06-12
Full deep neural network training on a pruned weight budget
| Maximilian GolubGuy LemieuxMieszko Lis
2018-06-11
Dense Information Flow for Neural Machine Translation
| Yanyao ShenXu TanDi HeTao QinTie-Yan Liu
2018-06-03
HydraNets: Specialized Dynamic Architectures for Efficient Inference
Ravi Teja MullapudiWilliam R. MarkNoam ShazeerKayvon Fatahalian
2018-06-01
A PID Controller Approach for Stochastic Optimization of Deep Networks
| Wangpeng AnHaoqian WangQingyun SunJun XuQionghai DaiLei Zhang
2018-06-01
Multi-function Convolutional Neural Networks for Improving Image Classification Performance
Luna M. Zhang
2018-05-30
Improving the Resolution of CNN Feature Maps Efficiently with Multisampling
| Shayan SadighPradeep Sen
2018-05-28
Compact and Computationally Efficient Representation of Deep Neural Networks
Simon WiedemannKlaus-Robert MüllerWojciech Samek
2018-05-27
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture
Dan NguyenXun JiaDavid SherMu-Han LinZohaib IqbalHui LiuSteve Jiang
2018-05-25
Multi-Scale DenseNet-Based Electricity Theft Detection
Bo LiKele XuXiaoyan CuiYiheng WangXinbo AiYanbo Wang
2018-05-24
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces
Liheng ZhangMarzieh EdrakiGuo-Jun Qi
2018-05-19
Machine Learning for Exam Triage
Xinyu GuanJessica LeePeter WuYue Wu
2018-04-30
SparseNet: A Sparse DenseNet for Image Classification
Wenqi LiuKun Zeng
2018-04-15
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation
| Jose DolzKarthik GopinathJing YuanHerve LombaertChristian DesrosiersIsmail Ben Ayed
2018-04-09
Diagnostic Classification Of Lung Nodules Using 3D Neural Networks
| Raunak DeyZhongjie LuYi Hong
2018-03-19
Averaging Weights Leads to Wider Optima and Better Generalization
| Pavel IzmailovDmitrii PodoprikhinTimur GaripovDmitry VetrovAndrew Gordon Wilson
2018-03-14
HENet:A Highly Efficient Convolutional Neural Networks Optimized for Accuracy, Speed and Storage
| Qiuyu ZhuRuixin Zhang
2018-03-07
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification
| Rodrigo MinettoMauricio Pamplona SegundoSudeep Sarkar
2018-02-10
Mixed Link Networks
| Wenhai WangXiang LiJian YangTong Lu
2018-02-06
Variational Network Quantization
Jan AchterholdJan Mathias KoehlerAnke SchmeinkTim Genewein
2018-01-01
Sparse-Complementary Convolution for Efficient Model Utilization on CNNs
Chun-Fu (Richard) ChenJinwook OhQuanfu FanMarco PistoiaGwo Giun (Chris) Lee
2018-01-01
On the Generalization Effects of DenseNet Model Structures
Yin LiuVincent Chen
2018-01-01
A Tensor Analysis on Dense Connectivity via Convolutional Arithmetic Circuits
Emilio Rafael BaldaArash BehboodiRudolf Mathar
2018-01-01
Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks
| Md Zahangir AlomPeheding SidikeMahmudul HasanTark M. TahaVijayan K. Asari
2017-12-28
Improving Generalization Performance by Switching from Adam to SGD
| Nitish Shirish KeskarRichard Socher
2017-12-20
Gradient Normalization & Depth Based Decay For Deep Learning
Robert KwiatkowskiOscar Chang
2017-12-10
Deep Expander Networks: Efficient Deep Networks from Graph Theory
| Ameya PrabhuGirish VarmaAnoop Namboodiri
2017-11-23
AOGNets: Compositional Grammatical Architectures for Deep Learning
| Xilai LiXi SongTianfu Wu
2017-11-15
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
| Pranav RajpurkarJeremy IrvinKaylie ZhuBrandon YangHershel MehtaTony DuanDaisy DingAarti BagulCurtis LanglotzKatie ShpanskayaMatthew P. LungrenAndrew Y. Ng
2017-11-14
Log-DenseNet: How to Sparsify a DenseNet
| Hanzhang HuDebadeepta DeyAllison Del GiornoMartial HebertJ. Andrew Bagnell
2017-10-30
RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans
Monika GrewalMuktabh Mayank SrivastavaPulkit KumarSrikrishna Varadarajan
2017-10-13
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
| Xing DiVishwanath A. SindagiVishal M. Patel
2017-10-03
Learning Efficient Convolutional Networks through Network Slimming
| Zhuang LiuJianguo LiZhiqiang ShenGao HuangShoumeng YanChangshui Zhang
2017-08-22
SMASH: One-Shot Model Architecture Search through HyperNetworks
| Andrew BrockTheodore LimJ. M. RitchieNick Weston
2017-08-17
Memory-Efficient Implementation of DenseNets
| Geoff PleissDanlu ChenGao HuangTongcheng LiLaurens van der MaatenKilian Q. Weinberger
2017-07-21
Efficient Architecture Search by Network Transformation
| Han CaiTianyao ChenWeinan ZhangYong YuJun Wang
2017-07-16
Do Convolutional Networks need to be Deep for Text Classification ?
Hoa T. LeChristophe CerisaraAlexandre Denis
2017-07-13
Dual Path Networks
| Yunpeng ChenJianan LiHuaxin XiaoXiaojie JinShuicheng YanJiashi Feng
2017-07-06
Multi-scale Multi-band DenseNets for Audio Source Separation
| Naoya TakahashiYuki Mitsufuji
2017-06-29
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
| Shiyu LiangYixuan LiR. Srikant
2017-06-08
Snapshot Ensembles: Train 1, get M for free
| Gao HuangYixuan LiGeoff PleissZhuang LiuJohn E. HopcroftKilian Q. Weinberger
2017-04-01
Neural Photo Editing with Introspective Adversarial Networks
| Andrew BrockTheodore LimJ. M. RitchieNick Weston
2016-09-22
Densely Connected Convolutional Networks
| Gao HuangZhuang LiuLaurens van der MaatenKilian Q. Weinberger
2016-08-25
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
| Emily DentonSoumith ChintalaArthur SzlamRob Fergus
2015-06-18

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