Methods > Computer Vision > Pooling Operations

Max Pooling


Max Pooling is a pooling operation that calculates the maximum 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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Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning
Yu LiuLianghua HuangPan PanBin WangYinghui XuRong Jin
2021-02-09
Distribution Adaptive INT8 Quantization for Training CNNs
Kang ZhaoSida HuangPan PanYinghan LiYingya ZhangZhenyu GuYinghui Xu
2021-02-09
Spike-based Residual Blocks
Wei FangZhaofei YuTimothée MasquelierYanqi ChenTiejun HuangYonghong Tian
2021-02-08
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
| Jieneng ChenYongyi LuQihang YuXiangde LuoEhsan AdeliYan WangLe LuAlan L. YuilleYuyin Zhou
2021-02-08
Convolutional Neural Network Interpretability with General Pattern Theory
Erico TjoaGuan Cuntai
2021-02-05
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net
Hyeong-Seok ChoiSungjin ParkJie Hwan LeeHoon HeoDongsuk JeonKyogu Lee
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
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Chompunuch SarasaenSoumick ChatterjeeMario BreitkopfGeorg RoseAndreas NürnbergerOliver Speck
2021-02-04
Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
Shengkui ZhaoTrung Hieu NguyenBin Ma
2021-02-03
Face Recognition Using $Sf_{3}CNN$ With Higher Feature Discrimination
Nayaneesh Kumar MishraSatish Kumar Singh
2021-02-02
RectiNet-v2: A stacked network architecture for document image dewarping
Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2021-02-01
Underwater Image Enhancement via Learning Water Type Desensitized Representations
Zhenqi FuXiaopeng LinWu WangYue HuangXinghao Ding
2021-02-01
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images
Kaushik Dutta
2021-02-01
An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction
Andreas KoflerMarkus HaltmeierTobias SchaeffterChristoph Kolbitsch
2021-02-01
Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs
| Selim Furkan TekinOguzhan KaraahmetogluFatih IlhanIsmail BalabanSuleyman Serdar Kozat
2021-02-01
Neural Network architectures to classify emotions in Indian Classical Music
Uddalok SarkarSayan NagMedha BasuArchi BanerjeeShankha SanyalRanjan SenguptaDipak Ghosh
2021-02-01
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums
| Scott H. HawleyAndrew C. Morrison
2021-02-01
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features
| Dongliang ChangYixiao ZhengZhanyu MaRuoyi DuKongming Liang
2021-01-31
Classification of Fracture and Normal Shoulder Bone X-Ray Images Using Ensemble and Transfer Learning With Deep Learning Models Based on Convolutional Neural Networks
| Fatih UysalFırat HardalaçOzan PekerTolga TolunayNil Tokgöz
2021-01-31
ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification
Pranali BoraTulika AwalgaonkarHimanshu PalveRaviraj JoshiPurvi Goel
2021-01-30
Deep Model Compression based on the Training History
S. H. Shabbeer BashaMohammad FarazuddinViswanath PulabaigariShiv Ram DubeySnehasis Mukherjee
2021-01-30
Wavelet Denoised-ResNet CNN and LightGBM Method to Predict Forex Rate of Change
Yiqi ZhaoMatloob Khushi
2021-01-29
CapsNet Regularization and its Conjugation with ResNet for Signature Identification
Mahdi JampourSaeid AbbaasiMalihe Javidi
2021-01-29
Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans
Navchetan AwasthiRohit PardasaniSwati Gupta
2021-01-29
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
Exploring Cross-Image Pixel Contrast for Semantic Segmentation
| Wenguan WangTianfei ZhouFisher YuJifeng DaiEnder KonukogluLuc van Gool
2021-01-28
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation
Sindhu HegdeShankar Gangisetty
2021-01-28
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
Effects of Image Size on Deep Learning
Olivier Rukundo
2021-01-27
Bottleneck Transformers for Visual Recognition
| Aravind SrinivasTsung-Yi LinNiki ParmarJonathon ShlensPieter AbbeelAshish Vaswani
2021-01-27
Boosting Segmentation Performance across datasets using histogram specification with application to pelvic bone segmentation
Prabhakara Subramanya JoisAniketh ManjunathThomas Fevens
2021-01-26
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning
| Tajuddin Manhar MohammedLakshmanan NatarajSatish ChikkagoudarShivkumar ChandrasekaranB. S. Manjunath
2021-01-26
A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms
Chen ZhaoHaipeng TangDaniel McGonigleZhuo HeChaoyang ZhangYu-Ping WangHong-Wen DengRobert BoberWeihua Zhou
2021-01-25
Spatio-temporal Data Augmentation for Visual Surveillance
Jae-Yeul KimJong-Eun Ha
2021-01-25
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
Learning Structral coherence Via Generative Adversarial Network for Single Image Super-Resolution
Yuanzhuo LiYunan ZhengJie ChenZhenyu XuYiguang Liu
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
X-ray Scatter Estimation Using Deep Splines
Philipp RoserAnnette BirkholdAlexander PreuhsChristopher SybenLina FelsnerElisabeth HoppeNorbert StrobelMarkus KorwarschikRebecca FahrigAndreas Maier
2021-01-22
Solving the Same-Different Task with Convolutional Neural Networks
Nicola MessinaGiuseppe AmatoFabio CarraraClaudio GennaroFabrizio Falchi
2021-01-22
Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net
Vivian Wen Hui WongMax FergusonKincho H. LawYung-Tsun Tina LeePaul Witherell
2021-01-22
Expression Recognition Analysis in the Wild
Donato CafarelliFabio Valerio MassoliFabrizio FalchiClaudio GennaroGiuseppe Amato
2021-01-22
Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
V. de VosK. M. TimminsI. C. van der SchaafY. RuigrokB. K. VelthuisH. J. Kuijf
2021-01-22
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images
Tinu Theckel JoySuman SedaiRahil Garnavi
2021-01-21
FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation
Cong WangYan HuangYuexian ZouYong Xu
2021-01-21
Analysis of Information Flow Through U-Nets
Suemin LeeIvan V. Bajić
2021-01-21
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
Text Line Segmentation for Challenging Handwritten Document Images Using Fully Convolutional Network
Berat BarakatAhmad DrobyMajeed KassisJihad El-Sana
2021-01-20
A survey on shape-constraint deep learning for medical image segmentation
Simon BohlenderIlkay OksuzAnirban Mukhopadhyay
2021-01-19
Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanisms
| David BougetAndré PedersenSayied Abdol Mohieb HosaineyOle SolheimIngerid Reinertsen
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
Variance Based Samples Weighting for Supervised Deep Learning
Paul NovelloGaël PoëtteDavid LugatoPietro Congedo
2021-01-19
Generation of GelSight Tactile Images for Sim2Real Learning
| Daniel Fernandes GomesPaolo PaolettiShan Luo
2021-01-18
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
A relic sketch extraction framework based on detail-aware hierarchical deep network
Jinye PengJiaxin WangJun WangErlei ZhangQunxi ZhangYongqin ZhangXianlin PengKai Yu
2021-01-17
Self-Supervised Representation Learning from Flow Equivariance
Yuwen XiongMengye RenWenyuan ZengRaquel Urtasun
2021-01-16
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks
Patrick BrandaoOdysseas ZisimopoulosEvangelos MazomenosGastone CiutiJorge BernalMarco Visentini-ScarzanellaArianna MenciassiPaolo DarioAnastasios KoulaouzidisAlberto ArezzoDavid J HawkesDanail Stoyanov
2021-01-15
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets
Abu Quwsar OhiM. F. MridhaMd. Abdul HamidMuhammad Mostafa MonowarFaris A Kateb
2021-01-14
A Multiple Classifier Approach for Concatenate-Designed Neural Networks
Ka-Hou ChanSio-Kei ImWei Ke
2021-01-14
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision
William Adorno IIIAlexis CatalanoLubaina EhsanHans Vitzhum von EckstaedtBarrett BarnesEmily McGowanSana SyedDonald E. Brown
2021-01-13
Whispered and Lombard Neural Speech Synthesis
Qiong HuTobias BleischPetko PetkovTuomo RaitioErik MarchiVarun Lakshminarasimhan
2021-01-13
A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture
Jorge F. LazoAldo MarzulloSara MocciaMichele CatellaniBenoit RosaMichel de MathelinElena De Momi
2021-01-13
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition
Ling ZhouQirong MaoXiaohua HuangFeifei ZhangZhihong Zhang
2021-01-13
Neural Sequence-to-grid Module for Learning Symbolic Rules
| Segwang KimHyoungwook NamJoonyoung KimKyomin Jung
2021-01-13
Generative Adversarial U-Net for Domain-free Medical Image Augmentation
Xiaocong ChenYun LiLina YaoEhsan AdeliYu Zhang
2021-01-12
CleftNet: Augmented Deep Learning for Synaptic Cleft Detection from Brain Electron Microscopy
Yi LiuShuiwang Ji
2021-01-12
UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion
Yongsheng ZangDongming ZhouChangcheng WangRencan NieYanbu Guo
2021-01-12
Action Priors for Large Action Spaces in Robotics
| Ondrej BizaDian WangRobert PlattJan-Willem van de MeentLawson L. S. Wong
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
Glacier Calving Front Segmentation Using Attention U-Net
Michael HolzmannAmirabbas DavariThorsten SeehausMatthias BraunAndreas MaierVincent Christlein
2021-01-08
Bayesian U-Net for Segmenting Glaciers in SAR Imagery
Andreas HartmannAmirabbas DavariThorsten SeehausMatthias BraunAndreas MaierVincent Christlein
2021-01-08
Approaching Neural Network Uncertainty Realism
Joachim SickingAlexander KisterMatthias FahrlandStefan EickelerFabian HügerStefan RüpingPeter SchlichtTim Wirtz
2021-01-08
Residual networks classify inputs based on their neural transient dynamics
Fereshteh Lagzi
2021-01-08
End-2-End COVID-19 Detection from Breath & Cough Audio
Harry CoppockAlexander GaskellPanagiotis TzirakisAlice BairdLyn JonesBjörn W. Schuller
2021-01-07
Facial Expression Recognition in the Wild via Deep Attentive Center Loss
| Amir Hossein FarzanehXiaojun Qi
2021-01-07
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination
Jian DaiShuge LeiLicong DongXiaona LinHuabin ZhangDesheng SunKehong Yuan
2021-01-07
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition
Le HuiMingmei ChengJin XieJian Yang
2021-01-07
CAP: Context-Aware Pruning for Semantic-Segmentation
| wei heMeiqing WuMingfu LiangSiew-Kei Lam
2021-01-06
CAP-Context-Aware-Pruning-for-Semantic-Segmentation
| wei heMeiqing WuMingfu LiangSiew-Kei Lam
2021-01-06
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
Pretraining boosts out-of-domain robustness for pose estimation
| Alexander MathisThomas BiasiSteffen SchneiderMert YuksekgonulByron RogersMatthias BethgeMackenzie W. Mathis
2021-01-05
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning
Karthik E
2021-01-04
Single-shot fringe projection profilometry based on Deep Learning and Computer Graphics
Fanzhou WangChenxing WangQingze Guan
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
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier
| Arkabandhu ChowdhuryMingchao JiangChris Jermaine
2021-01-03
RegNet: Self-Regulated Network for Image Classification
Jing XuYu PanXinglin PanSteven HoiZhang YiZenglin Xu
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
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
MALI: A memory efficient and reverse accurate integrator for Neural ODEs
Anonymous
2021-01-01
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
Anonymous
2021-01-01
Inhibition-augmented ConvNets
Anonymous
2021-01-01
Brain2Pix: Fully convolutional naturalistic video reconstruction from brain activity
Anonymous
2021-01-01
Modeling Human Development: Effects of Blurred Vision on Category Learning in CNNs
Anonymous
2021-01-01
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs
Anonymous
2021-01-01
Model-Free Energy Distance for Pruning DNNs
| Anonymous
2021-01-01
Fully Convolutional Approach for Simulating Wave Dynamics
Anonymous
2021-01-01
Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech
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
Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs
| Bjørn-Jostein SingstadChristian Tronstad
2020-12-31
FREA-Unet: Frequency-aware U-net for Modality Transfer
Hajar EmamiQiong LiuMing Dong
2020-12-31
EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting
| Amir Mohammad RostamiAli KarimiMohammad Ali Akhaee
2020-12-31
Accelerating ODE-Based Neural Networks on Low-Cost FPGAs
Hirohisa WatanabeHiroki Matsutani
2020-12-31
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
Sixiao ZhengJiachen LuHengshuang ZhaoXiatian ZhuZekun LuoYabiao WangYanwei FuJianfeng FengTao XiangPhilip H. S. TorrLi Zhang
2020-12-31
Automatic Polyp Segmentation using U-Net-ResNet50
Saruar AlamNikhil Kumar TomarAarati ThakurDebesh JhaAshish Rauniyar
2020-12-30
Exploring Large Context for Cerebral Aneurysm Segmentation
Jun MaZiwei Nie
2020-12-30
Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network
| Zhangkai NiWenhan YangShiqi WangLin MaSam Kwong
2020-12-30
Cascaded Framework for Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI
Jun Ma
2020-12-29
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
| Tri DaoNimit S. SohoniAlbert GuMatthew EichhornAmit BlonderMegan LeszczynskiAtri RudraChristopher Ré
2020-12-29
Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset
Alireza ShamsoshoaraFatemeh AfghahAbolfazl RaziLiming ZhengPeter Z FuléErik Blasch
2020-12-28
Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI
Yichi Zhang
2020-12-28
Combining CNN and Hybrid Active Contours for Head and Neck Tumor Segmentation in CT and PET images
Jun MaXiaoping Yang
2020-12-28
Structure-Aware Layer Decomposition Learning Based on Gaussian Convolution Model for Inverse Halftoning
Chang-Hwan Son
2020-12-27
Sparse Adversarial Attack to Object Detection
| Jiayu Bao
2020-12-26
Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks
Tuan HoangThanh-Toan DoTam V. NguyenNgai-Man Cheung
2020-12-26
Revisiting Edge Detection in Convolutional Neural Networks
Minh LeSubhradeep Kayal
2020-12-25
Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
Joseph StemberHrithwik Shalu
2020-12-24
MG-SAGC: A multiscale graph and its self-adaptive graph convolution network for 3D point clouds
Bo WuBo Lang
2020-12-23
Universal Approximation Properties for ODENet and ResNet
Yuto AizawaMasato Kimura
2020-12-22
Fast Fluid Simulations in 3D with Physics-Informed Deep Learning
Nils WandelMichael WeinmannReinhard Klein
2020-12-22
Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation
Faramarz Naderi DarbaghshahiMohammad Reza MohammadiMohsen Soryani
2020-12-22
Applying wav2vec2.0 to Speech Recognition in various low-resource languages
Cheng YiJianzhong WangNing ChengShiyu ZhouBo Xu
2020-12-22
Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
Qian WangToby P. Breckon
2020-12-21
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
Yuval NirkinLior WolfTal Hassner
2020-12-21
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks
Jayendra KantipudiShiv Ram DubeySoumendu Chakraborty
2020-12-20
AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction
Kai WangChunxu ShenWenye Ma
2020-12-20
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation
José MoranoÁlvaro S. HervellaNoelia BarreiraJorge NovoJosé Rouco
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
Parallel WaveNet conditioned on VAE latent vectors
Jonas RohnkeTom MerrittJaime Lorenzo-TruebaAdam GabrysVatsal AggarwalAlexis MoinetRoberto Barra-Chicote
2020-12-17
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
| Edward RaffWilliam FleshmanRichard ZakHyrum S. AndersonBobby FilarMark McLean
2020-12-17
Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR
Yinzhe WuSuzan HatipogluDiego Alonso-ÁlvarezPeter GatehouseDavid FirminJennifer KeeganGuang Yang
2020-12-16
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images
| Abdullah SarhanJon RokneReda AlhajjAndrew Crichton
2020-12-16
Objective-Based Hierarchical Clustering of Deep Embedding Vectors
Stanislav NaumovGrigory YaroslavtsevDmitrii Avdiukhin
2020-12-15
Morphology on categorical distributions
Silas Nyboe ØrtingHans Jacob Teglbjærg StephensenJon Sporring
2020-12-14
Quantizing data for distributed learning
Osama A. HannaYahya H. EzzeldinChristina FragouliSuhas Diggavi
2020-12-14
Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks
Muyi SunZeyi YaoGuanhong Zhang
2020-12-14
TDAF: Top-Down Attention Framework for Vision Tasks
Bo PangYizhuo LiJiefeng LiMuchen LiHanwen CaoCewu Lu
2020-12-14
Galaxy Morphology Classification using Neural Ordinary Differential Equations
Raghav GuptaP. K. SrijithShantanu Desai
2020-12-14
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images
Narinder Singh PunnSonali Agarwal
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
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
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
CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning
| Ryan W ConradKedar Narayan
2020-12-11
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
Haozhen ZhangWei ZhaoShuang Liu
2020-12-10
Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG
Young-Seok KweonGi-Hwan ShinHeon-Gyu KwakMinji Lee
2020-12-10
Super-resolution Guided Pore Detection for Fingerprint Recognition
Syeda Nyma FerdousAli DaboueiJeremy DawsonNasser M Nasrabadi
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
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification
Yadong ZhangXin Chen
2020-12-09
Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks
Eklavya SarkarPavel KorshunovLaurent ColboisSébastien Marcel
2020-12-09
Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation
Numan CelikSoumya GuptaSharib AliJens Rittscher
2020-12-09
Deep Learning Segmentation of Complex Features in Atomic-Resolution Phase Contrast Transmission Electron Microscopy Images
Robbie SadreColin OphusAnstasiia ButkoGunther H Weber
2020-12-09
Texture Transform Attention for Realistic Image Inpainting
Yejin KimManri CheonJunwoo Lee
2020-12-08
Towards speech enhancement using a variational U-Net architecture
Eike J. NustedeJörn Anemüller
2020-12-07
Traffic flow prediction using Deep Sedenion Networks
| Alabi BojesomoPanos LiatsisHasan Al Marzouqi
2020-12-07
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics
Yael Ben-GuiguiJacob GoldbergerTammy Riklin-Raviv
2020-12-07
Deep Neural Network Training without Multiplications
Tsuguo Mogami
2020-12-07
Using previous acoustic context to improve Text-to-Speech synthesis
Pilar Oplustil-GallegosSimon King
2020-12-07
An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation
| Roger D. Soberanis-MukulNassir NavabShadi Albarqouni
2020-12-06
MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring
Charles N. C. FreitasFilipe R. CordeiroValmir Macario
2020-12-05
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression
| Cody BlakeneyXiaomin LiYan YanZiliang Zong
2020-12-05
Offset Curves Loss for Imbalanced Problem in Medical Segmentation
Ngan LeTrung LeKashu YamazakiToan Duc BuiKhoa LuuMarios Savides
2020-12-04
Towards Good Practices of U-Net for Traffic Forecasting
| Jingwei XuJianjin ZhangZhiyu YaoYunbo Wang
2020-12-04
Towards Natural Robustness Against Adversarial Examples
Haoyu ChuShikui WeiYao Zhao
2020-12-04
On the Surprising Efficiency of Committee-based Models
Xiaofang WangDan KondratyukEric ChristiansenKris M. KitaniYair Movshovitz-AttiasElad Eban
2020-12-03
Traffic4cast 2020 -- Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction
Qi QiPak Hay Kwok
2020-12-03
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization
Xiuli BiYanbin LiuBin XiaoWeisheng LiChi-Man PunGuoyin WangXinbo Gao
2020-12-03
DUG-RECON: A Framework for Direct Image Reconstruction using Convolutional Generative Networks
V. S. S. KandarpaAlexandre BousseDidier BenoitDimitris Visvikis
2020-12-03
Aerial Imagery Pixel-level Segmentation
| Michael R. HeffelsJoaquin Vanschoren
2020-12-03
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
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
Ship Detection: Parameter Server Variant
Benjamin Smith
2020-12-02
Chair Segments: A Compact Benchmark for the Study of Object Segmentation
| Leticia Pinto-AlvaIan K. TorresRosangel GarciaZiyan YangVicente Ordonez
2020-12-02
Learning Universal Shape Dictionary for Realtime Instance Segmentation
Tutian TangWenqiang XuRuolin YeLixin YangCewu Lu
2020-12-02
Fully Convolutional Networks for Panoptic Segmentation
| Yanwei LiHengshuang ZhaoXiaojuan QiLiWei WangZeming LiJian SunJiaya Jia
2020-12-01
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes
| Damien BouchabouSao NguyenChristophe LohrBenoit LeducIoannis Kanellos
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
Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples
| Jay NandyWynne HsuMong Li Lee
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
Simulating Surface Wave Dynamics with Convolutional Networks
Mario LinoChris CantwellStathi FotiadisEduardo PignatelliAnil Bharath
2020-12-01
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification
Sedrick Scott Keh
2020-12-01
Sparse-View Spectral CT Reconstruction Using Deep Learning
Wail MustafaChristian KehlUlrik Lund OlsenSøren Kimmer Schou GregersenDavid Malmgren-HansenJan KehresAnders Bjorholm Dahl
2020-11-30
Deep learning approach to left ventricular non-compaction measurement
Jesús M. Rodríguez-de-VeraJosefa González-CarrilloJosé M. GarcíaGregorio Bernabé
2020-11-30
Scale-covariant and scale-invariant Gaussian derivative networks
Tony Lindeberg
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
Extracting Electron Scattering Cross Sections from Swarm Data using Deep Neural Networks
Vishrut JetlyBhaskar Chaudhury
2020-11-30
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information
Girisha SUjjwal VermaManohara Pai M MRadhika Pai
2020-11-29
Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images
Rui LiShunyi ZhengChenxi DuanJianlin SuCe Zhang
2020-11-29
Fully Quantized Image Super-Resolution Networks
Hu WangPeng ChenBohan ZhuangChunhua Shen
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 YuZhengyou Zhang
2020-11-27
Data-Efficient Classification of Radio Galaxies
| Ashwin SamudreLijo GeorgeMahak BansalYogesh Wadadekar
2020-11-26
Beyond Single Instance Multi-view Unsupervised Representation Learning
Xiangxiang ChuXiaohang ZhanXiaolin Wei
2020-11-26
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images
Qing ZhuShengzhi HuangHan HuHaifeng LiMin ChenRuofei Zhong
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
Low Latency CMOS Hardware Acceleration for Fully Connected Layers in Deep Neural Networks
Nick IlievAmit Ranjan Trivedi
2020-11-25
Interpreting U-Nets via Task-Driven Multiscale Dictionary Learning
| Tianlin LiuAnadi ChamanDavid BeliusIvan Dokmanić
2020-11-25
Temporal Autoencoder with U-Net Style Skip-Connections for Frame Prediction
Jay SantokhiPankaj DagaJoned SarwarAnna JordanEmil Hewage
2020-11-25
Benchmarking Inference Performance of Deep Learning Models on Analog Devices
Omobayode FagbohungbeLijun Qian
2020-11-24
Distribution Conditional Denoising: A Flexible Discriminative Image Denoiser
Anthony Kelly
2020-11-24
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020
| Sungbin Choi
2020-11-24
Domain Adaptation based COVID-19 CT Lung Infections Segmentation Network
Han ChenYifan JiangHanseok Ko
2020-11-23
Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning
Lauren Michelle PfeiferMatias Valdenegro-Toro
2020-11-23
Cancer image classification based on DenseNet model
Ziliang ZhongMuhang ZhengHuafeng MaiJianan ZhaoXinyi Liu
2020-11-23
Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data
| Gerald BaierAntonin DeschempsMichael SchmittNaoto Yokoya
2020-11-23
Characterization of Industrial Smoke Plumes from Remote Sensing Data
| Michael MommertMario SigelMarcel NeuhauslerLinus ScheibenreifDamian Borth
2020-11-23
Automated Quality Assessment of Hand Washing Using Deep Learning
Maksims IvanovsRoberts KadikisMartins LullaAleksejs RutkovskisAtis Elsts
2020-11-23
Exploring Contrastive Learning in Human Activity Recognition for Healthcare
Chi Ian TangIgnacio Perez-PozueloDimitris SpathisCecilia Mascolo
2020-11-23
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
Densely connected multidilated convolutional networks for dense prediction tasks
Naoya TakahashiYuki Mitsufuji
2020-11-21
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
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution
Jiang HeJie LiQiangqiang YuanHuanfeng ShenLiangpei Zhang
2020-11-19
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
Soopil KimSion AnPhilip ChikontweSang Hyun Park
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
Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural Networks
| Pietro A. CicaleseAryan MobinyZahed ShahmoradiXiongfeng YiChandra MohanHien Van Nguyen
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
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images
Aparna YegnaramanS. Valli
2020-11-17
Anatomy Prior Based U-net for Pathology Segmentation with Attention
Yuncheng ZhouKe ZhangXinzhe LuoSihan WangXiahai Zhuang
2020-11-17
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
Deep learning in magnetic resonance prostate segmentation: A review and a new perspective
| David GillespieConnah KendrickIan BoonCheng BoonTim RattayMoi Hoon Yap
2020-11-16
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
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI
Peter M. FullFabian IsenseePaul F. JägerKlaus Maier-Hein
2020-11-15
Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion
Dolores GarciaGonzalo Mateo-GarciaHannes BernhardtRon HagensiekerIgnacio G. Lopez FrancosJonathan StockGuy SchumannKevin DobbsFreddie Kalaitzis
2020-11-15
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning
Debesh JhaSharib AliHåvard D. JohansenDag D. JohansenJens RittscherMichael A. RieglerPål Halvorsen
2020-11-15
Efficient Medical Image Segmentation with Intermediate Supervision Mechanism
Di YuanJunyang ChenZhenghua XuThomas LukasiewiczZhigang FuGuizhi Xu
2020-11-15
Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks
Gefersom LimaGabriel RamosSandro RigoFelipe ZeiserAriane da Silveira
2020-11-15
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks
Serkan SulunMatthew E. P. Davies
2020-11-14
Lung Segmentation in Chest X-rays with Res-CR-Net
Haikal AbdulahBenjamin HuberSinan LalHassan AbdallahHamid Soltanian-ZadehDomenico L. Gatti
2020-11-14
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection
Yufan LuoLi Xiao
2020-11-14
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations
| Paula HarderWilliam JonesRedouane LguensatShahine BouabidJames FultonDánell Quesada-ChacónAris MarcolongoSofija StefanovićYuhan RaoPeter ManshausenDuncan Watson-Parris
2020-11-13
Metastatic Cancer Image Classification Based On Deep Learning Method
Guanwen QiuXiaobing YuBaolin SunYunpeng WangLipei Zhang
2020-11-13
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement
Hamed HematiDamian Borth
2020-11-12
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
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification
| Zhuo ZhengYanfei ZhongAilong MaLiangpei Zhang
2020-11-11
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
Dense U-net for super-resolution with shuffle pooling layer
Zhengyang LuYing Chen
2020-11-11
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization
Shidong WangYi RenGerard ParrYu GuanLing Shao
2020-11-11
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network
Muhammad Mohsin KabirAbu Quwsar OhiM. F. Mridha
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
Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging
Stephen McaleerAlex FastYuntian XueMagdalene SeilerWilliam TangMihaela BaluPierre BaldiAndrew W. Browne
2020-11-10
Dirichlet Pruning for Neural Network Compression
Kamil AdamczewskiMijung Park
2020-11-10
Towards Domain-Agnostic Contrastive Learning
Vikas VermaMinh-Thang LuongKenji KawaguchiHieu PhamQuoc V. Le
2020-11-09
Real-time object detection method based on improved YOLOv4-tiny
Zicong JiangLiquan ZhaoShuaiyang LiYanfei Jia
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
Deep coastal sea elements forecasting using U-Net based models
| Jesús García FernándezIsmail Alaoui AbdellaouiSiamak Mehrkanoon
2020-11-06
Channel Pruning via Multi-Criteria based on Weight Dependency
Yangchun YanChao LiRongzuo GuoKang YangYongjun Xu
2020-11-06
Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs
| Emma RocheteauDoyoon Kim
2020-11-06
A Weakly Supervised Convolutional Network for Change Segmentation and Classification
Philipp AndermattRadu Timofte
2020-11-06
Wave-Tacotron: Spectrogram-free end-to-end text-to-speech synthesis
Ron J. WeissRJ Skerry-RyanEric BattenbergSoroosh MariooryadDiederik P. Kingma
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
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
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
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
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge
Lucas FidonSebastien OurselinTom Vercauteren
2020-11-03
Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets
In Seop NaChung TranDung NguyenSang Dinh
2020-11-02
U-Net and its variants for medical image segmentation: theory and applications
Nahian SiddiquePaheding SidikeColin ElkinVijay Devabhaktuni
2020-11-02
Creating cloud-free satellite imagery from image time series with deep learning
Stefan OehmckeTzu Hsin Karen ChenAlexander V PrishchepovFabian Gieseke
2020-11-01
Dynamically Throttleable Neural Networks (TNN)
Hengyue LiuSamyak ParajuliJesse HostetlerSek ChaiBir Bhanu
2020-11-01
Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI
Anindo SahaMatin HosseinzadehHenkjan Huisman
2020-10-31
The xx205 System for the VoxCeleb Speaker Recognition Challenge 2020
Xu Xiang
2020-10-31
RRScell method for automated single-cell profiling of multiplexed immunofluorescence cancer tissue
Alvason Zhenhua LiKarsten EichholzAnton SholukhDaniel StoneMichelle A. LoprienoKeith R. JeromeKhamsone PhasoukKurt DiemJia ZhuLawrence Corey
2020-10-30
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution
| Theophraste HenryAlexandre CarreMarvin LerousseauTheo EstienneCharlotte RobertNikos ParagiosEric Deutsch
2020-10-30
Detecting small polyps using a Dynamic SSD-GAN
Daniel C. OhrensteinPatrick BrandaoDaniel TothLaurence LovatDanail StoyanovPeter Mountney
2020-10-29
Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation
Jiahong WeiZhun Fan
2020-10-29
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder
| Cheng ChiFangyun WeiHan Hu
2020-10-29
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough
| Mao YeLemeng WuQiang Liu
2020-10-29
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
Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks
Thomas BirdFriso H. KingmaDavid Barber
2020-10-26
Does contextual information improve 3D U-Net based brain tumor segmentation?
Iulian Emil TampuNeda Haj-HosseiniAnders Eklund
2020-10-26
What is the best data augmentation approach for brain tumor segmentation using 3D U-Net?
| Marco Domenico CirilloDavid AbramianAnders Eklund
2020-10-26
Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy
| S. ShailjaJiaxiang JiangB. S. Manjunath
2020-10-26
Theory-Oriented Deep Leakage from Gradients via Linear Equation Solver
Xudong PanMi ZhangYifan YanJiaming ZhuMin Yang
2020-10-26
Dynamic Adversarial Patch for Evading Object Detection Models
Shahar HooryTzvika ShapiraAsaf ShabtaiYuval Elovici
2020-10-25
Video Understanding based on Human Action and Group Activity Recognition
Zijian KuangXinran Tie
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
Persian Handwritten Digit, Character and Word Recognition Using Deep Learning
Mehdi BonyaniSimindokht JahangardMorteza Daneshmand
2020-10-24
IPU-Net: Multi Scale Identity-Preserved U-Net for Low Resolution Face Recognition
| Vahid Reza KhazaieNicky BayatYalda Mohsenzadeh
2020-10-23
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
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
| Debesh JhaSharib AliKrister EmanuelsenSteven A. HicksVajiraThambawitaEnrique Garcia-CejaMichael A. RieglerThomas de LangePeter T. SchmidtHåvard D. JohansenDag JohansenPål Halvorsen
2020-10-23
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
Grapheme or phoneme? An Analysis of Tacotron's Embedded Representations
Antoine PerquinErica CooperJunichi Yamagishi
2020-10-21
Learning Speaker Embedding from Text-to-Speech
| Jaejin ChoPiotr ZelaskoJesus VillalbaShinji WatanabeNajim Dehak
2020-10-21
Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training
Xiaofeng LiuYuzhuo HanSong BaiYi GeTianxing WangXu HanSite LiJane YouJu Lu
2020-10-21
Transferable Graph Optimizers for ML Compilers
Yanqi ZhouSudip RoyAmirali AbdolrashidiDaniel WongPeter MaQiumin XuHanxiao LiuMangpo Phitchaya PhothilimthaShen 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
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy
| Kin Wai CheukYin-Jyun LuoEmmanouil BenetosDorien Herremans
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
Exploring Overcomplete Representations for Single Image Deraining using CNNs
| Rajeev YasarlaJeya Maria Jose ValanarasuVishal M. Patel
2020-10-20
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset
Tong ZhengHirohisa ODAMasahiro OdaShota NAKAMURAMasaki MORIHirotsugu TAKABATAKEHiroshi NATORIKensaku MORI
2020-10-20
Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation
| Zicong ZhangKimerly PowellChangchang YinShilei CaoDani GonzalezYousef HannawiPing Zhang
2020-10-19
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
Disguising Personal Identity Information in EEG Signals
| Shiya LiuYue YaoChaoyue XingTom Gedeon
2020-10-18
Automated Iterative Training of Convolutional Neural Networks for Tree Skeleton Segmentation
Keenan GranlandRhys NewburyDavid TingChao Chen
2020-10-16
New Ideas and Trends in Deep Multimodal Content Understanding: A Review
Wei ChenWeiping WangLi LiuMichael S. Lew
2020-10-16
For self-supervised learning, Rationality implies generalization, provably
| Yamini BansalGal KaplunBoaz Barak
2020-10-16
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task
| Ayush Sharma
2020-10-15
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
Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video with Applications for Virtual Reality
| Alisha SharmaRyan NettJonathan Ventura
2020-10-14
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture
David BougetAndré PedersenSayied Abdol Mohieb HosaineyJohanna VanelOle SolheimIngerid Reinertsen
2020-10-14
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning
Zijue ChenDavid TingRhys NewburyChao Chen
2020-10-14
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
Land Cover Semantic Segmentation Using ResUNet
Vasilis PollatosLoukas KouvarasEleni Charou
2020-10-13
Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features
Yuma KinoshitaHitoshi Kiya
2020-10-13
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images
Lili LuWeisi Guo
2020-10-12
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
Christoph KamannBurkhard GüssefeldRobin HutmacherJan Hendrik MetzenCarsten Rother
2020-10-12
CC-Loss: Channel Correlation Loss For Image Classification
Zeyu SongDongliang ChangZhanyu MaXiaoxu LiZheng-Hua Tan
2020-10-12
Reconstruction of Quantitative Susceptibility Maps from Phase of Susceptibility Weighted Imaging with Cross-Connected Ψ-Net
Zhiyang LuJun LiZheng LiHongjian HeJun Shi
2020-10-12
TGA: Two-level Group Attention for Assembly State Detection
Hangfan LiuYongzhi SuJason RambachAlain Pagani
2020-10-12
Meta-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
Attaining Real-Time Super-Resolution for Microscopic Images Using GAN
| Vibhu BhatiaYatender Kumar
2020-10-09
Deep SVBRDF Estimation on Real Materials
Louis-Philippe AsselinDenis LaurendeauJean-François Lalonde
2020-10-08
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications
Mahesh PalAkshayB. Charan Teja
2020-10-08
Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise
Zixun HuangLi-Wen WangFrank H. F. LeungSunetra BanerjeeDe YangTimothy LeeJuan LyuSai Ho LingYong-Ping Zheng
2020-10-08
Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition
Varsha NairMoitrayee ChatterjeeNeda TavakoliAkbar Siami NaminCraig Snoeyink
2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation
Hyung Jun YangTimothy YeoJaewoo An
2020-10-08
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs
| Bradley SegalDavid M. RubinGrace RubinAdam Pantanowitz
2020-10-07
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
| Nguyen VoKyumin Lee
2020-10-07
A Data Set and a Convolutional Model for Iconography Classification in Paintings
| Federico MilaniPiero Fraternali
2020-10-06
Motion Prediction Using Temporal Inception Module
| Tim LebaillySena KicirogluMathieu SalzmannPascal FuaWei Wang
2020-10-06
MH-COVIDNet: Diagnosis of COVID-19 using Deep Neural Networks and Meta-heuristic-based Feature Selection on X-ray Images
| Murat CANAYAZ
2020-10-06
Rotate to Attend: Convolutional Triplet Attention Module
| Diganta MisraTrikay NalamadaAjay Uppili ArasanipalaiQibin Hou
2020-10-06
Joint Pruning & Quantization for Extremely Sparse Neural Networks
Po-Hsiang YuSih-Sian WuJan P. KloppLiang-Gee ChenShao-Yi Chien
2020-10-05
DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks
| Isha GargSayeed Shafayet ChowdhuryKaushik Roy
2020-10-05
D3Net: Densely connected multidilated DenseNet for music source separation
Naoya TakahashiYuki Mitsufuji
2020-10-05
Image Translation for Medical Image Generation -- Ischemic Stroke Lesions
Moritz PlatscherJonathan ZopesChristian Federau
2020-10-05
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation
| Jeya Maria Jose ValanarasuVishwanath A. SindagiIlker HacihalilogluVishal M. Patel
2020-10-04
End-to-End Training of CNN Ensembles for Person Re-Identification
Ayse SerbetciYusuf Sinan Akgul
2020-10-03
UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration
Jingfei ChangYang LuPing XueXing WeiZhen Wei
2020-10-03
Nonconvex Regularization for Network Slimming:Compressing CNNs Even More
| Kevin BuiFredrick ParkShuai ZhangYingyong QiJack Xin
2020-10-03
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks
Kun YuanQuanquan LiDapeng ChenAojun ZhouJunjie Yan
2020-10-02
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors
Zhe JiangMarcus Stephen KirbyWenchong HeArpan Man Sainju
2020-10-02
Adaptive Neural Layer for Globally Filtered Segmentation
Viktor ShipitsinIaroslav BespalovDmitry V. Dylov
2020-10-02
A deep learning framework for Text-independent Writer Identification
Malihe JavidiMahdi Jampour
2020-10-01
Understanding Self-supervised Learning with Dual Deep Networks
Yuandong TianLantao YuXinlei ChenSurya Ganguli
2020-10-01
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT
Omar Ibrahim Alirr
2020-10-01
Pix2Prof: fast extraction of sequential information from galaxy imagery via deep learning
| Michael J. SmithNikhil AroraConnor StoneStéphane CourteauJames E. Geach
2020-10-01
Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing
| Okan KöpüklüStefan HörmannFabian HerzogHakan CevikalpGerhard Rigoll
2020-09-30
DEEPMIR: A DEEP convolutional neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI
Tanweer RashidAhmed AbdulkadirIlya M. NasrallahJeffrey B. WarePascal SpincemailleJ. Rafael RomeroR. Nick BryanSusan R. HeckbertMohamad Habes
2020-09-30
Ensembles of Convolutional Neural Networks for pediatric pneumonia diagnosis
Helena LizManuel Sánchez-MontañésAlfredo TagarroSara Domínguez-RodríguezRon DaganDavid Camacho
2020-09-29
StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification
| Pietro Antonio CicaleseAryan MobinyPengyu YuanJan BeckerChandra MohanHien Van Nguyen
2020-09-29
Self-grouping Convolutional Neural Networks
| Qingbei GuoXiao-Jun WuJosef KittlerZhiquan Feng
2020-09-29
Deep discriminant analysis for task-dependent compact network search
Qing TianTal ArbelJames J. Clark
2020-09-29
A Multi-term and Multi-task Analyzing Framework for Affective Analysis in-the-wild
Sachihiro YouokuYuushi ToyodaTakahisa YamamotoJunya SaitoRyosuke KawamuraXiaoyu MiKentaro Murase
2020-09-29
Numerical investigation of minimum drag profiles in laminar flow using deep learning surrogates
Li-Wei ChenBerkay Alp CakalXiangyu HuNils Thuerey
2020-09-29
Attention-Driven Body Pose Encoding for Human Activity Recognition
B DebnathM O'brienS. KumarA Behera
2020-09-29
G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
| Souradip ChakrabortyAritra Roy GosthipatySayak Paul
2020-09-28
Group Whitening: Balancing Learning Efficiency and Representational Capacity
| Lei HuangYi ZhouLi LiuFan ZhuLing Shao
2020-09-28
Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients
Yifei HuangYaodong YuHongyang ZhangYi MaYuan YAO
2020-09-28
EIS -- a family of activation functions combining Exponential, ISRU, and Softplus
Koushik BiswasSandeep KumarShilpak BanerjeeAshish Kumar Pandey
2020-09-28
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
| Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net
Chuanbo WangYe GuoWei ChenZeyun Yu
2020-09-28
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels
Song Guo
2020-09-25