Methods > Computer Vision > Pooling Operations

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. It extracts features more smoothly than Max Pooling, whereas max pooling extracts more pronounced features like edges.

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Robust Pollen Imagery Classification with Generative Modeling and Mixup Training
Jaideep Murkute
2021-02-25
A Framework For Pruning Deep Neural Networks Using Energy-Based Models
Hojjat SalehinejadShahrokh Valaee
2021-02-25
Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks
| Christoph RaabPhilipp VäthPeter MeierFrank-Michael Schleif
2021-02-25
Highly Efficient Representation and Active Learning Framework for Imbalanced Data and its Application to COVID-19 X-Ray Classification
Heng HaoSima DidariJae Oh WooHankyu MoonPatrick Bangert
2021-02-25
Combining Off and On-Policy Training in Model-Based Reinforcement Learning
Alexandre BorgesArlindo Oliveira
2021-02-24
SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology
| Sohini RoychowdhuryKwok Sun TangMohith AshokAnoop Sanka
2021-02-23
Wavelet Transform Analytics for RF-Based UAV Detection and Identification System Using Machine Learning
Olusiji MedaiyeseMartins EzumaAdrian P. LaufIsmail Guvenc
2021-02-23
Revisiting Classification Perspective on Scene Text Recognition
| Hongxiang CaiJun SunYichao Xiong
2021-02-22
Exploring Supervised and Unsupervised Rewards in Machine Translation
| Julia IveZixu WangMarina FomichevaLucia Specia
2021-02-22
Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs
Masuda Akter TonimaFatemeh EsfahaniAustin DehartYoumin Zhang
2021-02-22
Training cascaded networks for speeded decisions using a temporal-difference loss
Michael L. IuzzolinoMichael C. MozerSamy Bengio
2021-02-19
Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon?
Ning LiuGeng YuanZhengping CheXuan ShenXiaolong MaQing JinJian RenJian TangSijia LiuYanzhi Wang
2021-02-19
A Mathematical Principle of Deep Learning: Learn the Geodesic Curve in the Wasserstein Space
Kuo GaiShihua Zhang
2021-02-18
Densely Nested Top-Down Flows for Salient Object Detection
| Chaowei FangHaiBin TianDingwen ZhangQiang ZhangJungong HanJunwei Han
2021-02-18
Recurrent Rational Networks
| Quentin DelfossePatrick SchramowskiAlejandro MolinaKristian Kersting
2021-02-18
A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images
Qazi Ammar ArshadMohsen AliSaeed-Ul HassanChen ChenAyisha ImranGhulam RasulWaqas Sultani
2021-02-17
Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images
Sampa MisraSeungwan JeonRavi ManaguliSeiyon LeeGyuwon KimSeungchul LeeRichard G BarrChulhong Kim
2021-02-17
Rethinking Co-design of Neural Architectures and Hardware Accelerators
Yanqi ZhouXuanyi DongBerkin AkinMingxing TanDaiyi PengTianjian MengAmir YazdanbakhshDa HuangRavi NarayanaswamiJames Laudon
2021-02-17
Improving Deep-learning-based Semi-supervised Audio Tagging with Mixup
Léo CancesEtienne LabbéThomas Pellegrini
2021-02-16
Training Larger Networks for Deep Reinforcement Learning
Kei OtaDevesh K. JhaAsako Kanezaki
2021-02-16
An AutoML-based Approach to Multimodal Image Sentiment Analysis
Vasco LopesAntónio GasparLuís A. AlexandreJoão Cordeiro
2021-02-16
Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents
Xiumin ShangJinping YangBingquan ZhuLin YeJing ZhangJianping XuQin LyuRuisheng Diao
2021-02-16
Detection and severity classification of COVID-19 in CT images using deep learning
Yazan QiblaweyAnas TahirMuhammad E. H. ChowdhuryAmith KhandakarSerkan KiranyazTawsifur RahmanNabil IbtehazSakib MahmudSomaya Al-MadeedFarayi Musharavati
2021-02-15
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings
Sobhan ShafieiMorteza BabaieShivam KalraH. R. Tizhoosh
2021-02-15
Momentum Residual Neural Networks
| Michael E. SanderPierre AblinMathieu BlondelGabriel Peyré
2021-02-15
Fast, Accurate Barcode Detection in Ultra High-Resolution Images
Jerome QuenumKehan WangAvideh Zakhor
2021-02-13
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization
Christina RunkelChristian EtmannMichael MöllerCarola-Bibiane Schönlieb
2021-02-12
Q-Value Weighted Regression: Reinforcement Learning with Limited Data
Piotr KozakowskiŁukasz KaiserHenryk MichalewskiAfroz MohiuddinKatarzyna Kańska
2021-02-12
Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model
Lucas Kruitwagen
2021-02-11
Uncertainty Propagation in Convolutional Neural Networks: Technical Report
| Christos TzelepisIoannis Patras
2021-02-11
Searching for Fast Model Families on Datacenter Accelerators
Sheng LiMingxing TanRuoming PangAndrew LiLiqun ChengQuoc LeNorman P. Jouppi
2021-02-10
Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision
| Julien ScholzCornelius WeberMuhammad Burhan HafezStefan Wermter
2021-02-10
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
| Yuhang LiRuihao GongXu TanYang YangPeng HuQi ZhangFengwei YuWei WangShi Gu
2021-02-10
Pruning of Convolutional Neural Networks Using Ising Energy Model
| Hojjat SalehinejadShahrokh Valaee
2021-02-10
Application of Yolo on Mask Detection Task
Ren LiuZiang Ren
2021-02-10
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition
| Benjia ZhouYunan LiJun Wan
2021-02-10
Enhancing Real-World Adversarial Patches with 3D Modeling Techniques
| Yael MathovLior RokachYuval Elovici
2021-02-10
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition
Yue MengRameswar PandaChung-Ching LinPrasanna SattigeriLeonid KarlinskyKate SaenkoAude OlivaRogerio Feris
2021-02-10
Distribution Adaptive INT8 Quantization for Training CNNs
Kang ZhaoSida HuangPan PanYinghan LiYingya ZhangZhenyu GuYinghui Xu
2021-02-09
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning
Yu LiuLianghua HuangPan PanBin WangYinghui XuRong Jin
2021-02-09
MALI: A memory efficient and reverse accurate integrator for Neural ODEs
| Juntang ZhuangNicha C. DvornekSekhar TatikondaJames S. Duncan
2021-02-09
RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection
Mayuresh SavargaonkarAbdallah ChehadeSamir Rawashdeh
2021-02-09
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
| Zhiwei XuThalaiyasingam AjanthanVibhav VineetRichard Hartley
2021-02-09
Spike-based Residual Blocks
Wei FangZhaofei YuTimothée MasquelierYanqi ChenTiejun HuangYonghong Tian
2021-02-08
Coherence of Working Memory Study Between Deep Neural Network and Neurophysiology
Yurui Ming
2021-02-06
On The Connection of Benford's Law and Neural Networks
Surya Kant SahuAbhinav JavaArshad Shaikh
2021-02-05
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Sixing YuArya MazaheriAli Jannesari
2021-02-05
Convolutional Neural Network Interpretability with General Pattern Theory
| Erico TjoaGuan Cuntai
2021-02-05
Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
Shengkui ZhaoTrung Hieu NguyenBin Ma
2021-02-03
Deep CNNs for large scale species classification
Raj Prateek Kosaraju
2021-02-03
Robust pedestrian detection in thermal imagery using synthesized images
My KieuLorenzo BerlincioniLeonardo GalteriMarco BertiniAndrew D. BagdanovAlberto del Bimbo
2021-02-03
PSLA: Improving Audio Event Classification with Pretraining, Sampling, Labeling, and Aggregation
Yuan GongYu-An ChungJames Glass
2021-02-02
Face Recognition Using $Sf_{3}CNN$ With Higher Feature Discrimination
Nayaneesh Kumar MishraSatish Kumar Singh
2021-02-02
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums
| Scott H. HawleyAndrew C. Morrison
2021-02-01
Neural Network architectures to classify emotions in Indian Classical Music
Uddalok SarkarSayan NagMedha BasuArchi BanerjeeShankha SanyalRanjan SenguptaDipak Ghosh
2021-02-01
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models
| Fatih UysalFırat HardalaçOzan PekerTolga TolunayNil Tokgöz
2021-01-31
AACP: Model Compression by Accurate and Automatic Channel Pruning
Lanbo LinYujiu YangZhenhua Guo
2021-01-31
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features
| Dongliang ChangYixiao ZhengZhanyu MaRuoyi DuKongming Liang
2021-01-31
NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear Convolution
| Radu DogaruIoana Dogaru
2021-01-30
Deep Model Compression based on the Training History
S. H. Shabbeer BashaMohammad FarazuddinViswanath PulabaigariShiv Ram DubeySnehasis Mukherjee
2021-01-30
Automated Deep Learning Analysis of Angiography Video Sequences for Coronary Artery Disease
Chengyang ZhouThao Vy DinhHeyi KongJonathan YapKhung Keong YeoHwee Kuan LeeKaicheng Liang
2021-01-29
CapsNet Regularization and its Conjugation with ResNet for Signature Identification
| Mahdi JampourSaeid AbbaasiMalihe Javidi
2021-01-29
Wavelet Denoised-ResNet CNN and LightGBM Method to Predict Forex Rate of Change
Yiqi ZhaoMatloob Khushi
2021-01-29
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation
Sindhu HegdeShankar Gangisetty
2021-01-28
Exploring Cross-Image Pixel Contrast for Semantic Segmentation
| Wenguan WangTianfei ZhouFisher YuJifeng DaiEnder KonukogluLuc van Gool
2021-01-28
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
| Li YuanYunpeng ChenTao WangWeihao YuYujun ShiZihang JiangFrancis EH TayJiashi FengShuicheng Yan
2021-01-28
Bottleneck Transformers for Visual Recognition
| Aravind SrinivasTsung-Yi LinNiki ParmarJonathon ShlensPieter AbbeelAshish Vaswani
2021-01-27
Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention
| Haochen MeiWenhui LeiRan GuShan YeZhengwentai SunShichuan ZhangGuotai Wang
2021-01-27
OffCon$^3$: What is state of the art anyway?
| Philip J. BallStephen J. Roberts
2021-01-27
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning
| Tajuddin Manhar MohammedLakshmanan NatarajSatish ChikkagoudarShivkumar ChandrasekaranB. S. Manjunath
2021-01-26
3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware
Keno K. BressemStefan M. NiehuesBernd HammMarcus R. MakowskiJanis L. VahldiekLisa C. Adams
2021-01-25
DenseNet for Breast Tumor Classification in Mammographic Images
Yuliana Jiménez GaonaMaría José Rodriguez-AlvarezHector Espinó MoratóDarwin Castillo MallaVasudevan Lakshminarayanan
2021-01-24
Arabic aspect based sentiment analysis using bidirectional GRU based models
Mohammed M. AbdelgwadTaysir Hassan A SolimanAhmed I. TalobaMohamed Fawzy Farghaly
2021-01-23
Expression Recognition Analysis in the Wild
Donato CafarelliFabio Valerio MassoliFabrizio FalchiClaudio GennaroGiuseppe Amato
2021-01-22
DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition
| Edwin Arkel RiosWen-Huang ChengBo-Cheng Lai
2021-01-21
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution
Ying NieKai HanZhenhua LiuAn XiaoYiping DengChunjing XuYunhe Wang
2021-01-21
Fooling thermal infrared pedestrian detectors in real world using small bulbs
Xiaopei ZhuXiao LiJianmin LiZheyao WangXiaolin Hu
2021-01-20
Variance Based Samples Weighting for Supervised Deep Learning
Paul NovelloGaël PoëtteDavid LugatoPietro Congedo
2021-01-19
Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly
Tanveer GupteMrunmai NiljikarManish GawaliViraj KulkarniAmit KharatAniruddha Pant
2021-01-19
TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection
Praveen DamacharlaAchuth Rao M. V.Jordan RingenbergAhmad Y Javaid
2021-01-18
Cost-Efficient Online Hyperparameter Optimization
Jingkang WangMengye RenIlija BogunovicYuwen XiongRaquel Urtasun
2021-01-17
Self-Supervised Representation Learning from Flow Equivariance
Yuwen XiongMengye RenWenyuan ZengRaquel Urtasun
2021-01-16
Dynamic Normalization
Chuan LiuYi GaoJiancheng Lv
2021-01-15
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
| Yuanduo HongHuihui PanWeichao SunSenior MemberIEEEYisong Jia
2021-01-15
A Multiple Classifier Approach for Concatenate-Designed Neural Networks
Ka-Hou ChanSio-Kei ImWei Ke
2021-01-14
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets
| Abu Quwsar OhiM. F. MridhaMd. Abdul HamidMuhammad Mostafa MonowarFaris A Kateb
2021-01-14
Neural Sequence-to-grid Module for Learning Symbolic Rules
| Segwang KimHyoungwook NamJoonyoung KimKyomin Jung
2021-01-13
Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand
Mehrshad ZandigoharMo HanDeniz ErdogmusGunar Schirner
2021-01-13
Deep learning based prediction of Alzheimer's disease from magnetic resonance images
Manu SubramoniamAparna T. R.Anurenjan P. R.Sreeni K. G
2021-01-13
UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion
| Yongsheng ZangDongming ZhouChangcheng WangRencan NieYanbu Guo
2021-01-12
RepVGG: Making VGG-style ConvNets Great Again
| Xiaohan DingXiangyu ZhangNingning MaJungong HanGuiguang DingJian Sun
2021-01-11
The Semantic Adjacency Criterion in Time Intervals Mining
Alexander ShknevskyYuval ShaharRobert Moskovitch
2021-01-11
Accuracy and Architecture Studies of Residual Neural Network solving Ordinary Differential Equations
Changxin QiuAaron BendicksonJoshua KalyanapuJue Yan
2021-01-10
Exploring Adversarial Fake Images on Face Manifold
Dongze LiWei WangHongxing FanJing Dong
2021-01-09
NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection
Liang XuLiying ZhengWeijun LiZhenbo ChenWeishun SongYue DengYongzhe ChangJing XiaoBo Yuan
2021-01-08
Residual networks classify inputs based on their neural transient dynamics
Fereshteh Lagzi
2021-01-08
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination
Jian DaiShuge LeiLicong DongXiaona LinHuabin ZhangDesheng SunKehong Yuan
2021-01-07
Facial Expression Recognition in the Wild via Deep Attentive Center Loss
| Amir Hossein FarzanehXiaojun Qi
2021-01-07
End-2-End COVID-19 Detection from Breath & Cough Audio
| Harry CoppockAlexander GaskellPanagiotis TzirakisAlice BairdLyn JonesBjörn W. Schuller
2021-01-07
ISETAuto: Detecting vehicles with depth and radiance information
Zhenyi LiuJoyce FarrellBrian Wandell
2021-01-06
An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic
Moein RazaviHamed AlikhaniVahid JanfazaBenyamin SadeghiEhsan Alikhani
2021-01-05
Local Memory Attention for Fast Video Semantic Segmentation
Matthieu PaulMartin DanelljanLuc van GoolRadu Timofte
2021-01-05
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning
Karthik E
2021-01-04
Cy: Chaotic yolo for user intended image encryption and sharing in social media
Meysam Asgari-ChenaghluMohammad-Reza Feizi-DerakhshiNarjes Nikzad-KhasmakhiAli-Reza Feizi-DerakhshiMajid RamezaniZoleikha Jahanbakhsh-NagadehTaymaz Rahkar-FarshiElnaz Zafarani-MoattarMehrdad Ranjbar-KhadiviMohammad-Ali Balafar
2021-01-04
One Shot Model For The Prediction of COVID-19 and Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask Features
| Aram Ter-Sarkisov
2021-01-04
RegNet: Self-Regulated Network for Image Classification
Jing XuYu PanXinglin PanSteven HoiZhang YiZenglin Xu
2021-01-03
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier
| Arkabandhu ChowdhuryMingchao JiangChris Jermaine
2021-01-03
Video Captioning in Compressed Video
Mingjian ZhuChenrui DuanChangbin Yu
2021-01-02
An Artificial Intelligence System for Combined Fruit Detection and Georeferencing, Using RTK-Based Perspective Projection in Drone Imagery
Angus BairdStefano Giani
2021-01-01
A Block Minifloat Representation for Training Deep Neural Networks
Anonymous
2021-01-01
Evidence against implicitly recurrent computations in residual neural networks
Anonymous
2021-01-01
Recycling sub-optimial Hyperparameter Optimization models to generate efficient Ensemble Deep Learning
Anonymous
2021-01-01
Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning
Anonymous
2021-01-01
A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization
Anonymous
2021-01-01
DIET-SNN: A Low-Latency Spiking Neural Network with Direct Input Encoding & Leakage and Threshold Optimization
Anonymous
2021-01-01
Multi-Representation Ensemble in Few-Shot Learning
Anonymous
2021-01-01
Constructing Multiple High-Quality Deep Neural Networks: A TRUST-TECH Based Approach
Anonymous
2021-01-01
PHEW: Paths with Higher Edge-Weights give ''winning tickets'' without training data
Anonymous
2021-01-01
Practical Locally Private Federated Learning with Communication Efficiency
Anonymous
2021-01-01
CT-Net: Channel Tensorization Network for Video Classification
Anonymous
2021-01-01
Neural Networks Preserve Invertibility Across Iterations: A Possible Source of Implicit Data Augmentation
Anonymous
2021-01-01
SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning
Anonymous
2021-01-01
Making Coherence Out of Nothing At All: Measuring Evolution of Gradient Alignment
Anonymous
2021-01-01
Variance Based Sample Weighting for Supervised Learning
Anonymous
2021-01-01
Boosting Certified Robustness of Deep Networks via a Compositional Architecture
Anonymous
2021-01-01
Inhibition-augmented ConvNets
Anonymous
2021-01-01
Model-Free Energy Distance for Pruning DNNs
| Anonymous
2021-01-01
Playing Nondeterministic Games through Planning with a Learned Model
Anonymous
2021-01-01
BasisNet: Two-stage Model Synthesis for Efficient Inference
Anonymous
2021-01-01
Generative Adversarial Neural Architecture Search with Importance Sampling
Anonymous
2021-01-01
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
Anonymous
2021-01-01
NAHAS: Neural Architecture and Hardware Accelerator Search
Anonymous
2021-01-01
Modeling Human Development: Effects of Blurred Vision on Category Learning in CNNs
Anonymous
2021-01-01
HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark
Anonymous
2021-01-01
Consistent Instance Classification for Unsupervised Representation Learning
Anonymous
2021-01-01
Fast Training of Contrastive Learning with Intermediate Contrastive Loss
Anonymous
2021-01-01
Deep Coherent Exploration For Continuous Control
Anonymous
2021-01-01
PGPS : Coupling Policy Gradient with Population-based Search
Anonymous
2021-01-01
CAT-SAC: Soft Actor-Critic with Curiosity-Aware Entropy Temperature
Anonymous
2021-01-01
The 3TConv: An Intrinsic Approach to Explainable 3D CNNs
Anonymous
2021-01-01
Accelerating ODE-Based Neural Networks on Low-Cost FPGAs
Hirohisa WatanabeHiroki Matsutani
2020-12-31
EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting
| Amir Mohammad RostamiAli KarimiMohammad Ali Akhaee
2020-12-31
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
| Tri DaoNimit S. SohoniAlbert GuMatthew EichhornAmit BlonderMegan LeszczynskiAtri RudraChristopher Ré
2020-12-29
Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks
Tuan HoangThanh-Toan DoTam V. NguyenNgai-Man Cheung
2020-12-26
Sparse Adversarial Attack to Object Detection
| Jiayu Bao
2020-12-26
Revisiting Edge Detection in Convolutional Neural Networks
Minh LeSubhradeep Kayal
2020-12-25
Diabetic Retinopathy Grading System Based on Transfer Learning
Eman AbdelMaksoudSherif BarakatMohammed Elmogy
2020-12-23
SWA Object Detection
| Haoyang ZhangYing WangFeras DayoubNiko Sünderhauf
2020-12-23
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT
Aksh GargSana SalehiMarianna La RoccaRachael GarnerDominique Duncan
2020-12-22
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations
| Yichi ZhangJunhao PanXinheng LiuHongzheng ChenDeming ChenZhiru Zhang
2020-12-22
FcaNet: Frequency Channel Attention Networks
| Zequn QinPengyi ZhangFei WuXi Li
2020-12-22
Applying Wav2vec2.0 to Speech Recognition in Various Low-resource Languages
Cheng YiJianzhong WangNing ChengShiyu ZhouBo Xu
2020-12-22
Universal Approximation Properties for ODENet and ResNet
Yuto AizawaMasato Kimura
2020-12-22
Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning
| Spyros GidarisAndrei BursucGilles PuyNikos KomodakisMatthieu CordPatrick Pérez
2020-12-21
Multi-Faceted Representation Learning with Hybrid Architecture for Time Series Classification
Zhenyu LiuJian Cheng
2020-12-21
Infrared image pedestrian target detection based on Yolov3 and migration learning
Shengqi Geng
2020-12-21
AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction
Kai WangChunxu ShenWenye Ma
2020-12-20
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks
| Jayendra KantipudiShiv Ram DubeySoumendu Chakraborty
2020-12-20
Transfer Learning Based Automatic Model Creation Tool For Resource Constraint Devices
Karthik BhatManan BhandariChangSeok OhSujin KimJeeho Yoo
2020-12-18
Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates
Feiyan HuEva MohedanoNoel O'ConnorKevin McGuinness
2020-12-18
Object Detection based on OcSaFPN in Aerial Images with Noise
Chengyuan LiJun LiuHailong HongWenju MaoChenjie WangChudi HuXin SuBin Luo
2020-12-18
Enabling Retrain-free Deep Neural Network Pruning using Surrogate Lagrangian Relaxation
Deniz GurevinShanglin ZhouLynn PepinBingbing LiMikhail BraginCaiwen DingFei Miao
2020-12-18
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations
| Adel AhmadyanLiangkai ZhangJianing WeiArtsiom AblavatskiMatthias Grundmann
2020-12-18
SceneFormer: Indoor Scene Generation with Transformers
| Xinpeng WangChandan YeshwanthMatthias Nießner
2020-12-17
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
Bert MoonsParham NoorzadAndrii SkliarGiovanni MarianiDushyant MehtaChris LottTijmen Blankevoort
2020-12-16
Objective-Based Hierarchical Clustering of Deep Embedding Vectors
Stanislav NaumovGrigory YaroslavtsevDmitrii Avdiukhin
2020-12-15
Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks
Muyi SunZeyi YaoGuanhong Zhang
2020-12-14
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation
| Xiaoyang LyuLiang LiuMengmeng WangXin KongLina LiuYong liuXinxin ChenYi Yuan
2020-12-14
TDAF: Top-Down Attention Framework for Vision Tasks
Bo PangYizhuo LiJiefeng LiMuchen LiHanwen CaoCewu Lu
2020-12-14
Quantizing data for distributed learning
Osama A. HannaYahya H. EzzeldinChristina FragouliSuhas Diggavi
2020-12-14
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks
Alexander UzhinskiyGennady OsoskovPavel GoncharovAndrey NechaevskiyArtem Smetanin
2020-12-14
Policy Gradient RL Algorithms as Directed Acyclic Graphs
| Juan Jose Garau Luis
2020-12-14
MSAF: Multimodal Split Attention Fusion
| Lang SuChuqing HuGuofa LiDongpu Cao
2020-12-13
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
| Golnaz GhiasiYin CuiAravind SrinivasRui QianTsung-Yi LinEkin D. CubukQuoc V. LeBarret Zoph
2020-12-13
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data
Wang ZhouLevente J. KleinSiyuan Lu
2020-12-12
Delay Differential Neural Networks
Srinivas AnumasaP. K. Srijith
2020-12-12
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
| Tianlong ChenJonathan FrankleShiyu ChangSijia LiuYang ZhangMichael CarbinZhangyang Wang
2020-12-12
CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning
| Ryan W ConradKedar Narayan
2020-12-11
A Multi-task Joint Framework for Real-time Person Search
Ye LiKangning YinJie LiangChunyu WangGuangqiang Yin
2020-12-11
OPAC: Opportunistic Actor-Critic
Srinjoy RoySaptam BakshiTamal Maharaj
2020-12-11
Full-Glow: Fully conditional Glow for more realistic image generation
| Moein SorkheiGustav Eje HenterHedvig Kjellström
2020-12-10
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
Haozhen ZhangWei ZhaoShuang Liu
2020-12-10
Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks
Coşku ÖksüzOğuzhan UrhanMehmet Kemal Güllü
2020-12-09
Deep Neural Network Training without Multiplications
Tsuguo Mogami
2020-12-07
Efficient Reservoir Management through Deep Reinforcement Learning
Xinrun WangTarun NairHaoyang LiYuh Sheng Reuben WongNachiket KelkarSrinivas VaidyanathanRajat NayakBo AnJagdish KrishnaswamyMilind Tambe
2020-12-07
Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment Analysis
| Joshua Ball
2020-12-06
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression
| Cody BlakeneyXiaomin LiYan YanZiliang Zong
2020-12-05
Towards Natural Robustness Against Adversarial Examples
Haoyu ChuShikui WeiYao Zhao
2020-12-04
Evolving Character-Level DenseNet Architectures using Genetic Programming
Trevor LondtXiaoying GaoPeter Andreae
2020-12-03
Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh
Md. Saif Hassan OnimMuhaiminul Islam AkashMahmudul HaqueRaiyan Ibne Hafiz
2020-12-03
Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems
| Ruan van der Merwe
2020-12-03
On the Surprising Efficiency of Committee-based Models
Xiaofang WangDan KondratyukEric ChristiansenKris M. KitaniYair Movshovitz-AttiasElad Eban
2020-12-03
Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT Scans
| Aram Ter-Sarkisov
2020-12-02
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution
Wenyu SunJian CaoPengtao XuXiangcheng LiuPu Li
2020-12-02
Learning Universal Shape Dictionary for Realtime Instance Segmentation
| Tutian TangWenqiang XuRuolin YeLixin YangCewu Lu
2020-12-02
ICNet: Intra-saliency Correlation Network for Co-Saliency Detection
| Wen-Da JinJun XuMing-Ming ChengYi ZhangWei Guo
2020-12-01
Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets
| Kai HanYunhe WangQiulin ZhangWei zhangChunjing XuTong Zhang
2020-12-01
Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts
Guilin LiJunlei ZhangYunhe WangChuanjian LiuMatthias TanYunfeng LinWei zhangJiashi FengTong Zhang
2020-12-01
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning
| Jean-bastien GrillFlorian StrubFlorent AltchéCorentin TallecPierre RichemondElena BuchatskayaCarl DoerschBernardo Avila PiresZhaohan GuoMohammad Gheshlaghi AzarBilal PiotKoray KavukcuogluRemi MunosMichal Valko
2020-12-01
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification
Sedrick Scott Keh
2020-12-01
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection
| Andrew ShepleyGreg FalzonPaul Kwan
2020-12-01
Extracting Electron Scattering Cross Sections from Swarm Data using Deep Neural Networks
Vishrut JetlyBhaskar Chaudhury
2020-11-30
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition
Hsin-Pai ChengFeng LiangMeng LiBowen ChengFeng YanHai LiVikas ChandraYiran Chen
2020-11-30
LABNet: Local Graph Aggregation Network with Class Balanced Loss for Vehicle Re-Identification
Abu Md Niamul TaufiqueAndreas Savakis
2020-11-29
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game
| Lei HanJiechao XiongPeng SunXinghai SunMeng FangQingwei GuoQiaobo ChenTengfei ShiHongsheng YuXipeng WuZhengyou Zhang
2020-11-27
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images
Qing ZhuShengzhi HuangHan HuHaifeng LiMin ChenRuofei Zhong
2020-11-26
Beyond Single Instance Multi-view Unsupervised Representation Learning
Xiangxiang ChuXiaohang ZhanXiaolin Wei
2020-11-26
Data-Efficient Classification of Radio Galaxies
| Ashwin SamudreLijo GeorgeMahak BansalYogesh Wadadekar
2020-11-26
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography
Sibo QiaoShanchen PangGang LuoSilin PanXun WangMin WangXue ZhaiTaotao Chen
2020-11-26
MicroNet: Towards Image Recognition with Extremely Low FLOPs
Yunsheng LiYinpeng ChenXiyang DaiDongdong ChenMengchen LiuLu YuanZicheng LiuLei ZhangNuno Vasconcelos
2020-11-24
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020
| Sungbin Choi
2020-11-24
ImageNet Pretrained CNNs for JPEG Steganalysis
Yassine YousfiJan ButoraEugene KhvedchenyaJessica Fridrich
2020-11-24
Automated Quality Assessment of Hand Washing Using Deep Learning
Maksims IvanovsRoberts KadikisMartins LullaAleksejs RutkovskisAtis Elsts
2020-11-23
Cancer image classification based on DenseNet model
Ziliang ZhongMuhang ZhengHuafeng MaiJianan ZhaoXinyi Liu
2020-11-23
Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning
Lauren Michelle PfeiferMatias Valdenegro-Toro
2020-11-23
Exploring Contrastive Learning in Human Activity Recognition for Healthcare
| Chi Ian TangIgnacio Perez-PozueloDimitris SpathisCecilia Mascolo
2020-11-23
FP-NAS: Fast Probabilistic Neural Architecture Search
Zhicheng YanXiaoliang DaiPeizhao ZhangYuandong TianBichen WuMatt Feiszli
2020-11-22
Efficient embedding network for 3D brain tumor segmentation
Hicham MessaoudiAhror BelaidMohamed Lamine AllaouiAhcene ZetoutMohand Said AlliliSouhil TlibaDouraied Ben SalemPierre-Henri Conze
2020-11-22
Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma
Junli CaoB. S.Junyan WuM. S.Jing W. ZhangJay J. YePh. D.Limin YuM. D.M. S
2020-11-22
A System for Automatic Rice Disease Detectionfrom Rice Paddy Images Serviced via a Chatbot
Pitchayagan TemniranratKantip KiratiratanaprukApichon KitvimonratWasin SinthupinyoSujin Patarapuwadol
2020-11-21
Densely connected multidilated convolutional networks for dense prediction tasks
Naoya TakahashiYuki Mitsufuji
2020-11-21
MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices
Yekai Wang
2020-11-20
Large Scale Neural Architecture Search with Polyharmonic Splines
Ulrich FinklerMichele MerlerRameswar PandaMayoore S. JaiswalHui WuKandan RamakrishnanChun-Fu ChenMinsik ChoDavid KungRogerio FerisBishwaranjan Bhattacharjee
2020-11-20
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder
Ravi KamblePranab SamantaNitin Singhal
2020-11-20
Universal MelGAN: A Robust Neural Vocoder for High-Fidelity Waveform Generation in Multiple Domains
| Won JangDan LimJaesam Yoon
2020-11-19
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution
Jiang HeJie LiQiangqiang YuanHuanfeng ShenLiangpei Zhang
2020-11-19
Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update
Anushikha SinghBrejesh lallB. K. PanigrahiAnjali AgrawalAnurag AgrawalBalamugesh ThangakunamDJ Christopher
2020-11-19
Causal Contextual Prediction for Learned Image Compression
Zongyu GuoZhizheng ZhangRunsen FengZhibo Chen
2020-11-19
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance
| Xiao-Yang LiuHongyang YangQian ChenRunjia ZhangLiuqing YangBowen XiaoChristina Dan Wang
2020-11-19
Layer-Wise Data-Free CNN Compression
Maxwell HortonYanzi JinAli FarhadiMohammad Rastegari
2020-11-18
Proposing method to Increase the detection accuracy of stomach cancer based on colour and lint features of tongue using CNN and SVM
Elham GholamiSeyed Reza Kamel TabbakhMaryam Kheirabadi
2020-11-18
An Efficient and Scalable Deep Learning Approach for Road Damage Detection
| Sadra Naddaf-shM-Mahdi Naddaf-ShAmir R. KashaniHassan Zargarzadeh
2020-11-18
Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural Networks
| Pietro A. CicaleseAryan MobinyZahed ShahmoradiXiongfeng YiChandra MohanHien Van Nguyen
2020-11-18
Multigrid-in-Channels Neural Network Architectures
Moshe EliasofJonathan EphrathLars RuthottoEran Treister
2020-11-17
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
| Thomas DefardAleksandr SetkovAngelique LoeschRomaric Audigier
2020-11-17
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images
Aparna YegnaramanS. Valli
2020-11-17
Scaled-YOLOv4: Scaling Cross Stage Partial Network
| Chien-Yao WangAlexey BochkovskiyHong-Yuan Mark Liao
2020-11-16
A Probability Distribution and Location-aware ResNet Approach for QoS Prediction
Wenyan ZhangLing XuMeng YanZiliang WangChunlei Fu
2020-11-16
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving
Seontaek OhJi-Hwan YouYoung-Keun Kim
2020-11-16
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning
| Debesh JhaSharib AliNikhil Kumar TomarHåvard D. JohansenDag D. JohansenJens RittscherMichael A. RieglerPål Halvorsen
2020-11-15
Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking
| Fabio Pardo
2020-11-15
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks
| Serkan SulunMatthew E. P. Davies
2020-11-14
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection
Yufan LuoLi Xiao
2020-11-14
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
| Daniel SeichterMona KöhlerBenjamin LewandowskiTim WengefeldHorst-Michael Gross
2020-11-13
Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning
Jiajun FanHe BaXian GuoJianye Hao
2020-11-13
Metastatic Cancer Image Classification Based On Deep Learning Method
Guanwen QiuXiaobing YuBaolin SunYunpeng WangLipei Zhang
2020-11-13
When deep learning models on GPU can be accelerated by taking advantage of unstructured sparsity
Marcin Pietroń Dominik Żurek
2020-11-12
DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio
Jiangtao KongYu ChengBenjia ZhouKai LiJunliang Xing
2020-11-12
An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images
Sagar Kora Venu
2020-11-11
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization
Shidong WangYi RenGerard ParrYu GuanLing Shao
2020-11-11
Deep learning and hand-crafted features for virus image classification
Loris NanniEugenio De LucaMarco Ludovico FacinGianluca Maguolo
2020-11-11
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network
Muhammad Mohsin KabirAbu Quwsar OhiM. F. Mridha
2020-11-10
Multi-pooled Inception features for no-reference image quality assessment
| Domonkos Varga
2020-11-10
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images
Lei DingKai ZhengDong LinYuxing ChenBing LiuJiansheng LiLorenzo Bruzzone
2020-11-10
Dirichlet Pruning for Neural Network Compression
Kamil AdamczewskiMijung Park
2020-11-10
Real-time object detection method based on improved YOLOv4-tiny
Zicong JiangLiquan ZhaoShuaiyang LiYanfei Jia
2020-11-09
Towards Domain-Agnostic Contrastive Learning
Vikas VermaMinh-Thang LuongKenji KawaguchiHieu PhamQuoc V. Le
2020-11-09
An improved helmet detection method for YOLOv3 on an unbalanced dataset
| Rui GengYixuan MaWanhong Huang
2020-11-09
EPSR: Edge Profile Super resolution
Jiun LeeJoongkyu Kim
2020-11-09
Predictive Analysis of Diabetic Retinopathy with Transfer Learning
Shreyas Rajesh LabhsetwarRaj Sunil SalviPiyush Arvind KolteVeerasai Subramaniam VenkateshAlistair Michael Baretto
2020-11-08
On the role of planning in model-based deep reinforcement learning
Jessica B. HamrickAbram L. FriesenFeryal BehbahaniArthur GuezFabio ViolaSims WitherspoonThomas AnthonyLars BuesingPetar VeličkovićThéophane Weber
2020-11-08
The Value Equivalence Principle for Model-Based Reinforcement Learning
Christopher GrimmAndré BarretoSatinder SinghDavid Silver
2020-11-06
Channel Pruning via Multi-Criteria based on Weight Dependency
Yangchun YanRongzuo GuoChao LiKang YangYongjun Xu
2020-11-06
Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs
| Emma RocheteauDoyoon Kim
2020-11-06
NUAA-QMUL at SemEval-2020 Task 8: Utilizing BERT and DenseNet for Internet Meme Emotion Analysis
| XIAOYU GUOJing MaArkaitz Zubiaga
2020-11-05
The Forchheim Image Database for Camera Identification in the Wild
Benjamin HadwigerChristian Riess
2020-11-04
Deep Learning Framework to Detect Face Masks from Video Footage
| Aniruddha Srinivas JoshiShreyas Srinivas JoshiGoutham KanahasabaiRudraksh KapilSavyasachi Gupta
2020-11-04
Graph Based Temporal Aggregation for Video Retrieval
Arvind SrinivasanAprameya BharadwajAveek SahaSubramanyam Natarajan
2020-11-04
Filter Pruning using Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks
Kakeru MitsunoTakio Kurita
2020-11-04
Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT Scans
| Aram Ter-Sarkisov
2020-11-04
Query Expansion System for the VoxCeleb Speaker Recognition Challenge 2020
Yu-Sen ChengChun-Liang ShihTien-Hong LoWen-Ting TsengBerlin Chen
2020-11-04
Learning Visual Representations for Transfer Learning by Suppressing Texture
Shlok MishraAnshul ShahAnkan BansalJonghyun ChoiAbhinav ShrivastavaAbhishek SharmaDavid Jacobs
2020-11-03
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization
| Ahmed MustafaNicola PiaGuillaume Fuchs
2020-11-03
Real-time Semantic Segmentation with Context Aggregation Network
Michael Ying YangSaumya KumaarYe LyuFrancesco Nex
2020-11-02
Dynamically Throttleable Neural Networks (TNN)
Hengyue LiuSamyak ParajuliJesse HostetlerSek ChaiBir Bhanu
2020-11-01
The xx205 System for the VoxCeleb Speaker Recognition Challenge 2020
Xu Xiang
2020-10-31
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour
Arissa WongpanichHieu PhamJames DemmelMingxing TanQuoc LeYang YouSameer Kumar
2020-10-30
Bubblenet: A Disperse Recurrent Structure To Recognize Activities
Igor L. O. BastosVictor H. C. MeloWilliam R. Schwartz
2020-10-30
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
| Houwen PengHao DuHongyuan YuQi LiJing LiaoJianlong Fu
2020-10-29
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough
| Mao YeLemeng WuQiang Liu
2020-10-29
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
| Kai HanYunhe WangQiulin ZhangWei zhangChunjing XuTong Zhang
2020-10-28
Replay and Synthetic Speech Detection with Res2net Architecture
| Xu LiNa LiChao WengXunying LiuDan SuDong YuHelen Meng
2020-10-28
ByteCover: Cover Song Identification via Multi-Loss Training
Xingjian DuZhesong YuBilei ZhuXiaoou ChenZejun Ma
2020-10-27
Know Where To Drop Your Weights: Towards Faster Uncertainty Estimation
Akshatha KamathDwaraknath GnaneshwarMatias Valdenegro-Toro
2020-10-27
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning
| Dongwei JiangWubo LiMiao CaoRuixiong ZhangWei ZouKun HanXiangang Li
2020-10-27
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19
| Aram Ter-Sarkisov
2020-10-26
Theory-Oriented Deep Leakage from Gradients via Linear Equation Solver
Xudong PanMi ZhangYifan YanJiaming ZhuMin Yang
2020-10-26
Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks
Thomas BirdFriso H. KingmaDavid Barber
2020-10-26
Handgun detection using combined human pose and weapon appearance
Jesus Ruiz-SantaquiteriaAlberto Velasco-MataNoelia VallezGloria BuenoJuan A. Álvarez-GarcíaOscar Deniz
2020-10-26
Dynamic Adversarial Patch for Evading Object Detection Models
Shahar HooryTzvika ShapiraAsaf ShabtaiYuval Elovici
2020-10-25
Improved Actor Relation Graph based Group Activity Recognition
| Zijian KuangXinran Tie
2020-10-24
Persian Handwritten Digit, Character and Word Recognition Using Deep Learning
Mehdi BonyaniSimindokht JahangardMorteza Daneshmand
2020-10-24
Stable ResNet
Soufiane HayouEugenio ClericoBobby HeGeorge DeligiannidisArnaud DoucetJudith Rousseau
2020-10-24
PEP: Parameter Ensembling by Perturbation
Alireza MehrtashPurang AbolmaesumiPolina GollandTina KapurDemian WassermannWilliam M. Wells III
2020-10-24
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet
Chaoning ZhangPhilipp BenzDawit Mureja ArgawSeokju LeeJunsik KimFrancois RameauJean-Charles BazinIn So Kweon
2020-10-23
Quantum Superposition Spiking Neural Network
Yinqian SunYi ZengTielin Zhang
2020-10-23
Attention-Guided Network for Iris Presentation Attack Detection
Cunjian ChenArun Ross
2020-10-23
Face Hallucination Using Split-Attention in Split-Attention Network
| Yuanzhi WangTao LuYu WangYanduo ZhangWei LiuZhongyuan Wang
2020-10-22
High resolution weakly supervised localization architectures for medical images
| Konpat PreechakulSira SriswasdiBoonserm KijsirikulEkapol Chuangsuwanich
2020-10-22
Efficient Scale-Permuted Backbone with Learned Resource Distribution
Xianzhi DuTsung-Yi LinPengchong JinYin CuiMingxing TanQuoc LeXiaodan Song
2020-10-22
PHEW: Paths with higher edge-weights give "winning tickets" without training data
Shreyas Malakarjun PatilConstantine Dovrolis
2020-10-22
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis
| Vishal MandalAbdul Rashid MussahYaw Adu-Gyamfi
2020-10-21
2nd Place Solution to Instance Segmentation of IJCAI 3D AI Challenge 2020
Kai JiangXiangyue LiuZheng JuXiang Luo
2020-10-21
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
| ran XuChen-Lin ZhangPengcheng WangJayoung LeeSubrata MitraSomali ChaterjiYin LiSaurabh Bagchi
2020-10-21
Transferable Graph Optimizers for ML Compilers
Yanqi ZhouSudip RoyAmirali AbdolrashidiDaniel WongPeter MaQiumin XuHanxiao LiuPhitchaya Mangpo PhothilimthanaShen WangAnna GoldieAzalia MirhoseiniJames Laudon
2020-10-21
Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples
| Jay NandyWynne HsuMong Li Lee
2020-10-20
Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020
Shufan ShenRan MiaoYi WangZhihua Wei
2020-10-20
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition
| Yi-Fan SongZhang ZhangCaifeng ShanLiang Wang
2020-10-20
MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization
| Wen FeiWenrui DaiChenglin LiJunni ZouHongkai Xiong
2020-10-19
Robustness-aware 2-bit quantization with real-time performance for neural network
XiaoBin LiHongxu JiangShuangxi HuangFangzheng Tian
2020-10-19
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling?
Morris KlasenDirk AhrensJonas EberleVolker Steinhage
2020-10-18
Disguising Personal Identity Information in EEG Signals
| Shiya LiuYue YaoChaoyue XingTom Gedeon
2020-10-18
New Ideas and Trends in Deep Multimodal Content Understanding: A Review
Wei ChenWeiping WangLi LiuMichael S. Lew
2020-10-16
For self-supervised learning, Rationality implies generalization, provably
| Yamini BansalGal KaplunBoaz Barak
2020-10-16
AI-based BMI Inference from Facial Images: An Application to Weight Monitoring
Hera SiddiquiAjita RattaniDakshina Ranjan KiskuTanner Dean
2020-10-15
Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling
Wenchi MaMiao YuKaidong LiGuanghui Wang
2020-10-15
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task
| Ayush Sharma
2020-10-15
HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network
| Pengcheng YuanShufei LinCheng CuiYuning DuRuoyu GuoDongliang HeErrui DingShumin Han
2020-10-15
Viewmaker Networks: Learning Views for Unsupervised Representation Learning
| Alex TamkinMike WuNoah Goodman
2020-10-14
Self-Supervised Ranking for Representation Learning
Ali VarameshAli DibaTinne TuytelaarsLuc van Gool
2020-10-14
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks
| Chuanbo WangDM AnisuzzamanVictor WilliamsonMrinal Kanti DharBehrouz RostamiJeffrey NiezgodaSandeep GopalakrishnanZeyun Yu
2020-10-12
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images
Lili LuWeisi Guo
2020-10-12
CC-Loss: Channel Correlation Loss For Image Classification
Zeyu SongDongliang ChangZhanyu MaXiaoxu LiZheng-Hua Tan
2020-10-12
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
Christoph KamannBurkhard GüssefeldRobin HutmacherJan Hendrik MetzenCarsten Rother
2020-10-12
TGA: Two-level Group Attention for Assembly State Detection
Hangfan LiuYongzhi SuJason RambachAlain Pagani
2020-10-12
Adaptive Aggregation Networks for Class-Incremental Learning
| Yaoyao LiuBernt SchieleQianru Sun
2020-10-10
An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods
Ramtin BabaeipourElham AziziHassan Khotanlou
2020-10-10
Real-time Mask Detection on Google Edge TPU
Keondo ParkWonyoung JangWoochul LeeKisung NamKihong SeongKyuwook ChaiWen-Syan Li
2020-10-09
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system
Jia-Yi ChangYan-Feng LuYa-Jun LiuBo ZhouHong Qiao
2020-10-09
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications
Mahesh PalAkshayB. Charan Teja
2020-10