Methods > General > Skip Connections

Concatenated Skip Connection


A Concatenated Skip Connection is a type of skip connection that seeks to reuse features by concatenating them to new layers, allowing more information to be retained from previous layers of the network. This contrasts with say, residual connections, where element-wise summation is used instead to incorporate information from previous layers. This type of skip connection is prominently used in DenseNets (and also Inception networks), which the Figure to the right illustrates.

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Chair Segments: A Compact Benchmark for the Study of Object Segmentation
| Leticia Pinto-AlvaIan K. TorresRosangel GarciaZiyan YangVicente Ordonez
2020-12-02
Simulating Surface Wave Dynamics with Convolutional Networks
Mario LinoChris CantwellStathi FotiadisEduardo PignatelliAnil Bharath
2020-12-01
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification
| Youngwan LeeHyung-Il KimKimin YunJinyoung Moon
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
Extracting Electron Scattering Cross Sections from Swarm Data using Deep Neural Networks
Vishrut JetlyBhaskar Chaudhury
2020-11-30
Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors
Ryoya KatafuchiTerumasa Tokunaga
2020-11-29
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
Data-Efficient Classification of Radio Galaxies
| Ashwin SamudreLijo GeorgeMahak BansalYogesh Wadadekar
2020-11-26
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
Distribution Conditional Denoising: A Flexible Discriminative Image Denoiser
Anthony Kelly
2020-11-24
Domain Adaptation based COVID-19 CT Lung Infections Segmentation Network
Han ChenYifan JiangHanseok Ko
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
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
Efficient embedding network for 3D brain tumor segmentation
Hicham MessaoudiAhror BelaidMohamed Lamine AllaouiAhcene ZetoutMohand Said AlliliSouhil TlibaDouraied Ben SalemPierre-Henri Conze
2020-11-22
Densely connected multidilated convolutional networks for dense prediction tasks
Naoya TakahashiYuki Mitsufuji
2020-11-21
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
Soopil KimSion AnPhilip ChikontweSang Hyun Park
2020-11-19
Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis
Nazar KhanArbish AkramArif MahmoodSania AshrafKashif Murtaza
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
Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural Networks
| Pietro A. CicaleseAryan MobinyZahed ShahmoradiXiongfeng YiChandra MohanHien Van Nguyen
2020-11-18
Anatomy Prior Based U-net for Pathology Segmentation with Attention
Yuncheng ZhouKe ZhangXinzhe LuoSihan WangXiahai Zhuang
2020-11-17
Learning Efficient GANs using Differentiable Masks and co-Attention Distillation
| Shaojie LiMingbao LinYan WangMingliang XuFeiyue HuangYongjian WuLing ShaoRongrong Ji
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
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
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
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
Dense U-net for super-resolution with shuffle pooling layer
Zhengyang LuYing Chen
2020-11-11
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network
Muhammad Mohsin KabirAbu Quwsar OhiM. F. Mridha
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
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
A Weakly Supervised Convolutional Network for Change Segmentation and Classification
| Philipp AndermattRadu Timofte
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
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
Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI
Anindo SahaMatin HosseinzadehHenkjan Huisman
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
Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation
Jiahong WeiZhun Fan
2020-10-29
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 for 3D brain tumor segmentation?
| 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
PEP: Parameter Ensembling by Perturbation
Alireza MehrtashPurang AbolmaesumiPolina GollandTina KapurDemian WassermannWilliam M. Wells III
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
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
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
Exploring Overcomplete Representations for Single Image Deraining using CNNs
| Rajeev YasarlaJeya Maria Jose ValanarasuVishal M. Patel
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
Automated Iterative Training of Convolutional Neural Networks for Tree Skeleton Segmentation
Keenan GranlandRhys NewburyDavid TingChao Chen
2020-10-16
AI-based BMI Inference from Facial Images: An Application to Weight Monitoring
Hera SiddiquiAjita RattaniDakshina Ranjan KiskuTanner Dean
2020-10-15
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task
| Ayush Sharma
2020-10-15
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning
Zijue ChenDavid TingRhys NewburyChao Chen
2020-10-14
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture
David BougetAndré PedersenSayied Abdol Mohieb HosaineyJohanna VanelOle SolheimIngerid Reinertsen
2020-10-14
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
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
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
Deep SVBRDF Estimation on Real Materials
Louis-Philippe AsselinDenis LaurendeauJean-François Lalonde
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
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
Nonconvex Regularization for Network Slimming:Compressing CNNs Even More
| Kevin BuiFredrick ParkShuai ZhangYingyong QiJack Xin
2020-10-03
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 Global Filtering in Computer Vision
Viktor ShipitsinIaroslav BespalovDmitry V. Dylov
2020-10-02
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT
Omar Ibrahim Alirr
2020-10-01
DEEPMIR: A DEEP neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI
Tanweer RashidAhmed AbdulkadirIlya M. NasrallahJeffrey B. WareHangfan LiuPascal 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
Self-grouping Convolutional Neural Networks
| Qingbei GuoXiao-Jun WuJosef KittlerZhiquan Feng
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
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
Cloud Cover Nowcasting with Deep Learning
Léa BerthomierBruno PradelLior Perez
2020-09-24
Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping
| Ahmed NebliIslem Rekik
2020-09-24
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Xiaoqiong HuangZejian ChenXin YangZhendong LiuYuxin ZouMingyuan LuoWufeng XueDong Ni
2020-09-24
GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes
| Megi IsallariIslem Rekik
2020-09-23
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation
| Ran GuGuotai WangTao SongRui HuangMichael AertsenJan DeprestSébastien OurselinTom VercauterenShaoting Zhang
2020-09-22
Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data
| Juan CarrilloMark CrowleyGuangyuan PanLiping Fu
2020-09-22
SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors
Yutong Xie; Jianpeng Zhang; Hao Lu; Chunhua Shen; Yong Xia
2020-09-21
Deep learning achieves radiologist-level performance of tumor segmentation in breast MRI
Lukas HirschYu HuangShaojun LuoCarolina Rossi SaccarelliRoberto Lo GulloIsaac Daimiel NaranjoAlmir G. V. BitencourtNatsuko OnishiEun Sook KoDortis LeithnerDaly AvendanoSarah Eskreis-WinklerMary HughesDanny F. MartinezKatja PinkerKrishna JuluruAmin E. El-RowmeimMAPierre ElnajjarMSHedvig HricakElizabeth A. MorrisHernan A. MakseLucas C. ParraPhDElizabeth J. SuttonMD
2020-09-21
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images
Lucas O. TeixeiraRodolfo M. PereiraDiego BertoliniLuiz S. OliveiraLoris NanniGeorge D. C. CavalcantiYandre M. G. Costa
2020-09-21
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images
Zhuangzhuang ZhangTianyu ZhaoHiram GayBaozhou SunWeixiong Zhang
2020-09-21
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image
Lukman HakimNovanto YudistiraMuthusubash KavithaTakio Kurita
2020-09-16
Brain tumour segmentation using cascaded 3D densely-connected U-net
Mina GhaffariArcot SowmyaRuth Oliver
2020-09-16
GIA-Net: Global Information Aware Network for Low-light Imaging
Zibo MengRunsheng XuChiu Man Ho
2020-09-14
EfficientSeg: An Efficient Semantic Segmentation Network
| Vahit Bugra YesilkaynakYusuf H. SahinGozde Unal
2020-09-14
Adaptive Convolution Kernel for Artificial Neural Networks
| F. Boray Tekİlker ÇamDeniz Karlı
2020-09-14
Old Photo Restoration via Deep Latent Space Translation
| Zi-Yu WanBo ZhangDong-Dong ChenPan ZhangDong ChenJing LiaoFang Wen
2020-09-14
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training
Xuyang ShenJo PlestedYue YaoTom Gedeon
2020-09-13
Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation
| Apurva PandyaCatherine SamuelNisargkumar PatelVaibhavkumar PatelThangarajah Akilan
2020-09-13
Deep learning denoising for EOG artifacts removal from EEG signals
Najmeh MashhadiAbolfazl Zargari KhuzaniMorteza HeidariDonya Khaledyan
2020-09-12
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks
Zhu BaozhouPeter HofsteeJinho LeeZaid Al-Ars
2020-09-11
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation
Lipei ZhangAozhi LiuJing XiaoPaul Taylor
2020-09-11
Finite Group Equivariant Neural Networks for Games
| Oisín CarrollJoeran Beel
2020-09-10
Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema
Jérémy ScheurerClaudio FerrariLuis Berenguer Todo BomMichaela BeerWerner KempfLuis Haug
2020-09-10
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans
| Paschalis BizopoulosNicholas VretosPetros Daras
2020-09-10
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks
| Tabea KossenPooja SubramaniamVince I. MadaiAnja HennemuthKristian HildebrandAdam HilbertJan SobeskyMichelle LivneIvana GalinovicAhmed A. KhalilJochen B. FiebachDietmar Frey
2020-09-09
MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism
| Ke ZhangYukun SuXiwang GuoLiang QiZhenbing Zhao
2020-09-09
The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net
Ayat AbedallaMalak AbdullahMahmoud Al-AyyoubElhadj Benkhelifa
2020-09-06
TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer
| Maria KolosArtem SevastopolskyVictor Lempitsky
2020-09-06
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling
| Haochuan JiangChengjia WangAgisilaos ChartsiasSotirios A. Tsaftaris
2020-09-05
Dense CNN with Self-Attention for Time-Domain Speech Enhancement
Ashutosh PandeyDeLiang Wang
2020-09-03
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models
| Adrian GaldranAndré AnjosJosé DolzHadi ChakorHervé LombaertIsmail Ben Ayed
2020-09-03
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images
| Rui LiShunyi ZhengChenxi DuanCe ZhangJianlin SuP. M. Atkinson
2020-09-03
VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map
Mohamed KerkechAdel HafianeRaphael Canals
2020-09-03
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial Attention
| Haiwei WuJiantao ZhouYuanman Li
2020-09-02
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines
Thomas BeznikPaul SmythGaël de LannoyJohn A. Lee
2020-09-02
Transform Quantization for CNN Compression
Sean I. YoungWang ZheDavid TaubmanBernd Girod
2020-09-02
A Compact Deep Architecture for Real-time Saliency Prediction
Samad ZabihiHamed Rezazadegan TavakoliAli Borji
2020-08-30
Deep Hypergraph U-Net for Brain Graph Embedding and Classification
| Mert LostarIslem Rekik
2020-08-30
Puzzle-AE: Novelty Detection in Images through Solving Puzzles
Mohammadreza SalehiAinaz EftekharNiousha SadjadiMohammad Hossein RohbanHamid R. Rabiee
2020-08-29
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks
| Steff FarleyJo E. A. HodgkinsonOliver M. GordonJoanna TurnerAndrea SoltoggioPhilip J. MoriartyEugenie Hunsicker
2020-08-27
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data
Gautam Rajendrakumar GareJiayuan LiRohan JoshiMrunal Prashant VazeRishikesh MagarMichael YousefpourRicardo Luis RodriguezJohn Micheal Galeotti
2020-08-27
A free web service for fast COVID-19 classification of chest X-Ray images
| Jose David Bermudez CastroRicardo ReiJose E. RuizPedro Achanccaray DiazSmith Arauco CanchumuniCristian Muñoz VillalobosFelipe Borges CoelhoLeonardo Forero MendozaMarco Aurelio C. Pacheco
2020-08-27
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search
| Yun-Chun ChenChen GaoEsther RobbJia-Bin Huang
2020-08-26
Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs
R. IzquierdoA. QuintanarI. ParraD. Fernandez-LlorcaM. A. Sotelo
2020-08-26
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation
Cian M. ScannellAmedeo ChiribiriMitko Veta
2020-08-26
Deep Active Learning in Remote Sensing for data efficient Change Detection
| Vít RůžičkaStefano D'AroncoJan Dirk WegnerKonrad Schindler
2020-08-25
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT
Giorgio Pietro BiondettiRomane GauriauChristopher P. BridgeCharles LuKatherine P. Andriole
2020-08-19
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data
Meng YeQiaoying HuangDong YangPengxiang WuJingru YiLeon AxelDimitris Metaxas
2020-08-18
Improving Emergency Response during Hurricane Season using Computer Vision
Marc BoschChristian ConroyBenjamin OrtizPhilip Bogden
2020-08-17
Deep Learning Based Source Separation Applied To Choir Ensembles
Darius PetermannPritish ChandnaHelena CuestaJordi BonadaEmilia Gomez
2020-08-17
Spontaneous preterm birth prediction using convolutional neural networks
Tomasz WłodarczykSzymon PłotkaPrzemysław RokitaNicole Sochacki-WójcickaJakub WójcickiMichał LipaTomasz Trzciński
2020-08-16
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI
Francesco La RosaErin S BeckAhmed AbdulkadirJean-Philippe ThiranDaniel S. ReichPascal SatiMeritxell Bach Cuadra
2020-08-15
Feedback Attention for Cell Image Segmentation
Hiroki TsudaEisuke ShibuyaKazuhiro Hotta
2020-08-14
Enhancing Fiber Orientation Distributions using convolutional Neural Networks
Oeslle LucenaSjoerd B. VosVejay VakhariaJohn DuncanKeyoumars AshkanRachel SparksSebastien Ourselin
2020-08-12
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography
Patrick LeydonMartin O'ConnellDerek GreeneKathleen M Curran
2020-08-12
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation
Iason KatsamenisEftychios ProtopapadakisAnastasios DoulamisNikolaos DoulamisAthanasios Voulodimos
2020-08-12
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation
| Abhinav Sagar
2020-08-12
GeLaTO: Generative Latent Textured Objects
Ricardo Martin-BruallaRohit PandeySofien BouazizMatthew BrownDan B. Goldman
2020-08-11
PneumoXttention: A CNN compensating for Human Fallibility when Detecting Pneumonia through CXR images with Attention
Sanskriti Singh
2020-08-11
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization
Zhiwen ZuoQijiang XuHuiming ZhangZhizhong WangHaibo ChenAiLin LiLei ZhaoWei XingDongming Lu
2020-08-08
Towards Lossless Binary Convolutional Neural Networks Using Piecewise Approximation
Baozhou ZhuZaid Al-ArsWei Pan
2020-08-08
Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images
| Sohini Roychowdhury
2020-08-07
Content based singing voice source separation via strong conditioning using aligned phonemes
| Gabriel Meseguer-BrocalGeoffroy Peeters
2020-08-05
Global Voxel Transformer Networks for Augmented Microscopy
| Zhengyang WangYaochen XieShuiwang Ji
2020-08-05
Central object segmentation by deep learning for fruits and other roundish objects
| Motohisa FukudaTakashi OkunoShinya Yuki
2020-08-04
Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network
Chao ChaiPengchong QiaoBin ZhaoHuiying WangGuohua LiuHong WuE Mark HaackeWen ShenChen CaoXinchen YeZhiyang LiuShuang Xia
2020-08-03
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal
Cong WangXiaoying XingZhixun SuJunyang Chen
2020-08-03
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications
Hongliang LiTal MezheritskyLiset Vazquez RomagueraSamuel Kadoury
2020-08-03
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification
Linchuan XuJun HuangAtsushi NitandaRyo AsaokaKenji Yamanishi
2020-07-31
Resist : Reconstruction of irises from templates
| Sohaib AhmadBenjamin Fuller
2020-07-31
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Tawsifur RahmanAmith KhandakarMuhammad Abdul KadirKhandaker R. IslamKhandaker F. IslamRashid MazharTahir HamidMohammad T. IslamZaid B. MahbubMohamed Arselene AyariMuhammad E. H. Chowdhury
2020-07-29
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
Xiaohang FuLei BiAshnil KumarMichael FulhamJinman Kim
2020-07-29
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI
Jinwei ZhangHang ZhangAlan WangQihao ZhangMert SabuncuPascal SpincemailleThanh D. NguyenYi Wang
2020-07-28
MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images
| Rui LiChenxi DuanShunyi ZhengCe ZhangPeter M. Atkinson
2020-07-26
A deep learning based multiscale approach to segment cancer area in liver whole slide image
Yanbo FengAdel HafianeHélène Laurent
2020-07-25
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism
| Yosuke OyamaNaoya MaruyamaNikoli DrydenErin McCarthyPeter HarringtonJan BalewskiSatoshi MatsuokaPeter NugentBrian Van Essen
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A. RossThomas FunkhouserAlireza Fathi
2020-07-24
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
Narges SaeedizadehShervin MinaeeRahele KafiehShakib YazdaniMilan Sonka
2020-07-24
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN
Chunxia QinXiaojun ChenJocelyne Troccaz
2020-07-23
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques
Orkhan BaghirliImran IbrahimliTarlan Mammadzada
2020-07-22
Rethinking CNN Models for Audio Classification
| Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
| Jian-Feng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
SLNSpeech: solving extended speech separation problem by the help of sign language
Jiasong WuTaotao LiYouyong KongGuanyu YangLotfi SenhadjiHuazhong Shu
2020-07-21
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
Hao DingSongsong WuHao TangFei WuGuangwei GaoXiao-Yuan Jing
2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
| Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2020-07-20
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection
K. V. KadambariVishnu Vardhan Nimmalapudi
2020-07-17
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
Simindokht JahangardMohammad Hossein ZangooeiMaysam Shahedi
2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection
| Xiaoqi ZhaoYouwei PangLihe ZhangHuchuan LuLei Zhang
2020-07-16
Teaching neural networks to generate Fast Sunyaev Zel'dovich Maps
Leander ThieleFrancisco Villaescusa-NavarroDavid N. SpergelDylan NelsonAnnalisa Pillepich
2020-07-14
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation
Shunjie DongJinlong ZhaoMaojun ZhangZhengxue ShiJianing DengYiyu ShiMei TianCheng Zhuo
2020-07-13
Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes
| Lucas P. SoaresHelen C. DiasCarlos H. Grohmann
2020-07-13
Automatic Segmentation of Non-Tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks
Zhongqiang Liu
2020-07-10
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging
| Rajesh KumarAbdullah Aman KhanSinmin ZhangJay KumarTing YangNoorbakhash Amiri GolalirzZakriaIkram AliSidra ShafiqWenyong Wang
2020-07-10
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts
| Nabeel Seedat
2020-07-08
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking
Sophia BanoFrancisco VasconcelosLuke M. ShepherdEmmanuel Vander PoortenTom VercauterenSebastien OurselinAnna L. DavidJan DeprestDanail Stoyanov
2020-07-08
3D Topology Transformation with Generative Adversarial Networks
Luca StornaiuoloNima DehmamyAlbert-László BarabásiMauro Martino
2020-07-07
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images
Dennis Núñez-FernándezLamberto BallanGabriel Jiménez-AvalosJorge CoronelMirko Zimic
2020-07-06
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
ACFD: Asymmetric Cartoon Face Detector
| Bin ZhangJian LiYabiao WangZhipeng CuiYili XiaChengjie WangJilin LiFeiyue Huang
2020-07-02
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector
| Renu SharmaArun Ross
2020-07-02
MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes
Yilin ChenMing LiYongfei WuXueyu LiuFang HaoDaoxiang ZhouXiaoshuang ZhouChen Wang
2020-07-02
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
| Tiange XiangChaoyi ZhangDongnan LiuYang songHeng HuangWeidong Cai
2020-07-01
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation
William Adorno IIIAngela YiMarcel DurieuxDonald Brown
2020-06-30
Causal Explanations of Image Misclassifications
Yan MinMiles Bennett
2020-06-28
Interactive Deep Refinement Network for Medical Image Segmentation
Titinunt KitrungrotsakulIwamoto YutaroLanfen LinRuofeng TongJingsong LiYen-Wei Chen
2020-06-27
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach
| Vishal SharmaCurtis Dyreson
2020-06-26
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung
Alexandr G. Rassadin
2020-06-25
On the Difficulty of Designing Processor Arrays for Deep Neural Networks
| Kevin StehleGünther SchindlerHolger Fröning
2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan
| Abdolkarim SaeediMaryam SaeediArash Maghsoudi
2020-06-24
Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules
Yamin LiJiancheng YangYi XuJingwei XuXiaodan YeGuangyu TaoXueqian XieGuixue Liu
2020-06-24
Flexible Image Denoising with Multi-layer Conditional Feature Modulation
| Jiazhi DuXin QiaoZifei YanHongzhi ZhangWangMeng Zuo
2020-06-24
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
| Dominik MüllerIñaki Soto ReyFrank Kramer
2020-06-24
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention
Lei LiXin WengJulia A. SchnabelXiahai Zhuang
2020-06-23
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks
Rohit LokwaniAshrika GaikwadViraj KulkarniAniruddha PantAmit Kharat
2020-06-23
Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation
Yixin WangYao ZhangYang LiuJiang TianCheng ZhongZhongchao ShiYang ZhangZhiqiang He
2020-06-23
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images
| Mart van RijthovenMaschenka BalkenholKarina SiliņaJeroen van der LaakFrancesco Ciompi
2020-06-22
Astronomical Classification of Light Curves with an Ensemble of Gated Recurrent Units
| Siddharth ChainiSoumya Sanjay Kumar
2020-06-22
DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data
| Soumick ChatterjeeKartik PrabhuMahantesh PattadkalGerda BortsovaChompunuch SarasaenFlorian DubostHendrik MatternMarleen de BruijneOliver SpeckAndreas Nürnberger
2020-06-18
Adversarial representation learning for private speech generation
| David EricssonAdam ÖstbergEdvin Listo ZecJohn MartinssonOlof Mogren
2020-06-16
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning
| Arman HaghanifarMahdiyar Molahasani MajdabadiYounhee ChoiS. DeivalakshmiSeokbum Ko
2020-06-16
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
| Tong HeJohn CollomosseHailin JinStefano Soatto
2020-06-15
A study of the effect of the illumination model on the generation of synthetic training datasets
Xin ZhangNing JiaIoannis Ivrissimtzis
2020-06-15
2D Image Relighting with Image-to-Image Translation
| Paul GaftonErick Maraz
2020-06-14
Privacy-Aware Activity Classification from First Person Office Videos
Partho GhoshMd. Abrar IstiakNayeeb RashidAhsan Habib AkashRidwan AbrarAnkan Ghosh DastiderAsif Shahriyar SushmitTaufiq Hasan
2020-06-11
DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images
Pin TangChen ZuMei HongRui YanXingchen PengJianghong XiaoXi WuJiliu ZhouLuping ZhouYan Wang
2020-06-11
Rethinking the Truly Unsupervised Image-to-Image Translation
| Kyungjune BaekYunjey ChoiYoungjung UhJaejun YooHyunjung Shim
2020-06-11
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping
| Naoto YokoyaKazuki Yamanoiwei heGerald BaierBruno AdrianoHiroyuki MiuraSatoru Oishi
2020-06-09
Orientation Attentive Robotic Grasp Synthesis with Augmented Grasp Map Representation
| Georgia ChalvatzakiNikolaos GkanatsiosPetros MaragosJan Peters
2020-06-09
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
| Jeya Maria JoseVishwanath SindagiIlker HacihalilogluVishal M. Patel
2020-06-08
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
| Debesh JhaMichael A. RieglerDag JohansenPål HalvorsenHåvard D. Johansen
2020-06-08
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images
Abtin RiasatianMaral RasoolijaberiMorteza BabaeiH. R. Tizhoosh
2020-06-08
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture
| Da-Yi WuYen-Hao ChenHung-Yi Lee
2020-06-07
Advance Warning Methodologies for COVID-19 using Chest X-Ray Images
Mete AhishaliAysen DegerliMehmet YamacSerkan KiranyazMuhammad E. H. ChowdhuryKhalid HameedTahir HamidRashid MazharMoncef Gabbouj
2020-06-07
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion
| Peng-Shuai WangYang LiuXin Tong
2020-06-06
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
Iñigo Azqueta-GavaldonFlorian FröhlichKlaus StroblRudolph Triebel
2020-06-05
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection
Fan YangXiao Xiao
2020-06-05
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification
Mikhail GoncharovMaxim PisovAlexey ShevtsovBoris ShirokikhAnvar KurmukovIvan BlokhinValeria CherninaAlexander SolovevVictor GombolevskiySergey MorozovMikhail Belyaev
2020-06-02
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge
| Anshuman SuriMayank VatsaRicha Singh
2020-06-01
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach
Albara Ah RamliRex LiuRahul KrishnamoorthyVishal I BXiaoxiao WangIlias TagkopoulosXin Liu
2020-06-01
Disparity-Aware Domain Adaptation in Stereo Image Restoration
Bo Yan Chenxi Ma Bahetiyaer Bare Weimin Tan Steven C. H. Hoi
2020-06-01
A U-Net Based Discriminator for Generative Adversarial Networks
Edgar Schonfeld Bernt Schiele Anna Khoreva
2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net
| Hyeong-Seok ChoiHoon HeoJie Hwan LeeKyogu Lee
2020-06-01
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture
Yura ZharkovskyOvadya Menadeva
2020-05-31
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation
Ange LouShuyue GuanMurray Loew
2020-05-31
Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network
Md. Moshiur RahmanSamrat Kumar DeyKabid Hassan Shibly
2020-05-30
Reconstructing undersampled photoacoustic microscopy images using deep learning
| Anthony DiSpirito IIIDaiwei LiTri VuMaomao ChenDong ZhangJianwen LuoRoarke HorstmeyerJunjie Yao
2020-05-30
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
Qiufu LiLinlin Shen
2020-05-29
SNR-Based Teachers-Student Technique for Speech Enhancement
Xiang HaoXiangdong SuZhiyu WangQiang ZhangHuali XuGuanglai Gao
2020-05-29
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
Bianca Lassen-SchmidtAlessa HeringStefan KrassHans Meine
2020-05-29
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo AvolaLuigi CinqueAlessio FagioliSebastiano FilettiGiorgio GraniEmanuele Rodolà
2020-05-28
Towards the Infeasibility of Membership Inference on Deep Models
| Shahbaz RezaeiXin Liu
2020-05-27
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
Lasse HansenMattias P. Heinrich
2020-05-27
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images
Damien GrosgeorgeMaxime ArbelotAlex GoupilleauTugdual CeillierRenaud Allioux
2020-05-27
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning
| Leslie Ching Ow TiongJeongrae KimSang Soo HanDonghun Kim
2020-05-26
The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile
Konstantin DobratulinAndrey GaidelIrina AupovaAnna IvlevaAleksandr KapishnikovPavel Zelter
2020-05-25
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI
Anas TahirYazan QiblaweyAmith KhandakarTawsifur RahmanUzair KhurshidFarayi MusharavatiM. T. IslamSerkan KiranyazMuhammad E. H. Chowdhury
2020-05-23
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net
| Amartya KalapaharJulio Silva-RodríguezAdrián ColomerFernando López-MirValery Naranjo
2020-05-22
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation
Kelei HeChunfeng LianBing ZhangXin ZhangXiaohuan CaoDong NieYang GaoJunfeng ZhangDinggang Shen
2020-05-21
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
| Naveen PanwarTarun TaterAnush SankaranSenthil Mani
2020-05-20
Map Generation from Large Scale Incomplete and Inaccurate Data Labels
Rui ZhangConrad AlbrechtWei zhangXiaodong CuiUlrich FinklerDavid KungSiyuan Lu
2020-05-20
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images
Yixing HuangAlexander PreuhsMichael ManhartGuenter LauritschAndreas Maier
2020-05-20
Medical Image Generation using Generative Adversarial Networks
Nripendra Kumar SinghKhalid Raza
2020-05-19
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection
Rituparna SarkarSuvadip MukherjeeElisabeth LabruyèreJean-Christophe Olivo-Marin
2020-05-19
Tropical and Extratropical Cyclone Detection Using Deep Learning
Christina Kumler-BonfantiJebb StewartDavid HallMark Govett
2020-05-18
Deep Learning improves identification of Radio Frequency Interference
| Alireza Vafaei SadrBruce A. BassettNadeem OozeerYabebal FantayeChris Finlay
2020-05-18
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling
Kelei HeChunfeng LianEhsan AdeliJing HuoYang GaoBing ZhangJunfeng ZhangDinggang Shen
2020-05-15
W-Cell-Net: Multi-frame Interpolation of Cellular Microscopy Videos
| Rohit SahaAbenezer TeklemariamIan HsuAlan M. Moses
2020-05-14
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement
Minh-Chuong HuynhTrung-Hieu NguyenMinh-Triet Tran
2020-05-13
Train and Deploy an Image Classifier for Disaster Response
Jianyu MaoKiana HarrisNae-Rong ChangCaleb PennellYiming Ren
2020-05-12
Very High Resolution Land Cover Mapping of Urban Areas at Global Scale with Convolutional Neural Networks
Thomas TilakArnaud BraunDavid ChandlerNicolas DavidSylvain GalopinAmélie LombardMichaël MichaudCamille PariselMatthieu PorteMarjorie Robert
2020-05-12
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks
| Guillermo Jimenez-PerezAlejandro AlcaineOscar Camara
2020-05-11
iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling
| Christian EtmannRihuan KeCarola-Bibiane Schönlieb
2020-05-11
Medical Image Segmentation Using a U-Net type of Architecture
Eshal ZahraBostan AliWajahat Siddique
2020-05-11
Learning Context-Based Non-local Entropy Modeling for Image Compression
Mu LiKai ZhangWangMeng ZuoRadu TimofteDavid Zhang
2020-05-10
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View
| Lennart ReiherBastian LampeLutz Eckstein
2020-05-08
Wavelet Integrated CNNs for Noise-Robust Image Classification
| Qiufu LiLinlin ShenSheng GuoZhihui Lai
2020-05-07
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
Chunjie LuoXiwen HeJianfeng ZhanLei WangWanling GaoJiahui Dai
2020-05-07
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-AharonAssaf ArbelleTammy Riklin Raviv
2020-05-06
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi BejaniMehdi Ghatee
2020-05-05
Video Frame Interpolation via Residue Refinement
| Haopeng LiYuan YuanQi. Wang
2020-05-04
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction
Lin YuanYixing HuangAndreas Maier
2020-05-02
Deeply Cascaded U-Net for Multi-Task Image Processing
Ilja GubinsRemco C. Veltkamp
2020-05-01
A cascade network for Detecting COVID-19 using chest x-rays
Dailin LvWuteng QiYunxiang LiLingling SunYaqi Wang
2020-05-01
Feedback U-net for Cell Image Segmentation
Eisuke ShibuyaKazuhiro Hotta
2020-04-30
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
Mina JafariDorothee AuerSusan FrancisJonathan GaribaldiXin Chen
2020-04-28
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net
| Mina JafariRuizhe LiYue XingDorothee AuerSusan FrancisJonathan GaribaldiXin Chen
2020-04-28
Multi-Scale Boosted Dehazing Network with Dense Feature Fusion
| Hang DongJinshan PanLei XiangZhe HuXinyi ZhangFei WangMing-Hsuan Yang
2020-04-28
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index
Hamed MajidifardYaw Adu-GyamfiWilliam G. Buttlar
2020-04-28
A scoping review of transfer learning research on medical image analysis using ImageNet
Mohammad Amin MoridAlireza BorjaliGuilherme Del Fiol
2020-04-27
OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images
Fabian IsenseeKlaus H. Maier-Hein
2020-04-27
Compact retail shelf segmentation for mobile deployment
Pratyush KumarMuktabh Mayank Srivastava
2020-04-27
DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images
| Ramy A. ZeineldinMohamed E. KararJan CoburgerChristian R. WirtzOliver Burgert
2020-04-26
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassasniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2020-04-22
Yoga-82: A New Dataset for Fine-grained Classification of Human Poses
Manisha VermaSudhakar KumawatYuta NakashimaShanmuganathan Raman
2020-04-22
Automatic Polyp Segmentation Using Convolutional Neural Networks
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh kassaniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2020-04-22
ML-LBM: Machine Learning Aided Flow Simulation in Porous Media
| Ying Da WangTraiwit ChungRyan T. ArmstrongPeyman Mostaghimi
2020-04-22
Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection
Marcel BengsStephan WestermannNils GessertDennis EggertAndreas O. H. GerstnerNina A. MuellerChristian BetzWiebke LaffersAlexander Schlaefer
2020-04-21
torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models
| Chiheon KimHeungsub LeeMyungryong JeongWoonhyuk BaekBoogeon YoonIldoo KimSungbin LimSungwoong Kim
2020-04-21
Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning
| Shervin MinaeeRahele KafiehMilan SonkaShakib YazdaniGhazaleh Jamalipour Soufi
2020-04-20
Self-Supervised Feature Extraction for 3D Axon Segmentation
| Tzofi KlinghofferPeter MoralesYoung-Gyun ParkNicholas EvansKwanghun ChungLaura J. Brattain
2020-04-20
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification
Rui LiChenxi Duan
2020-04-17
Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor Segmentation
| Wenshuai ZhaoDihong JiangJorge Peña QueraltaTomi Westerlund
2020-04-17
CAggNet: Crossing Aggregation Network for Medical Image Segmentation
Xu CaoYanghao Lin
2020-04-16
Image Segmentation Using Hybrid Representations
Alakh DesaiRuchi ChauhanJayanthi Sivaswamy
2020-04-15
Analysis of Scoliosis From Spinal X-Ray Images
Abdullah-Al-Zubaer ImranChao HuangHui TangWei FanKenneth M. C. CheungMichael ToZhen QianDemetri Terzopoulos
2020-04-15
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray
Tawsifur RahmanMuhammad E. H. ChowdhuryAmith KhandakarKhandaker R. IslamKhandaker F. IslamZaid B. MahbubMuhammad A. KadirSaad Kashem
2020-04-14
Systematically designing better instance counting models on cell images with Neural Arithmetic Logic Units
| Ashish RanaTaranveer SinghHarpreet SinghNeeraj KumarPrashant Singh Rana
2020-04-14
An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism
Tongxue ZhouStéphane CanuSu Ruan
2020-04-14
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization
Zhang QianWang BoWen WeiLi HaiLiu Jun Hui
2020-04-14
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images
| Hassan AbdallahAsiri LiyanaarachchiMaranda SaighSamantha SilversSuzan ArslanturkDouglas J. TaatjesLars LarssonBhanu P. JenaDomenico L. Gatti
2020-04-14
xQSM-Quantitative Susceptibility Mapping with Octave Convolutional Neural Networks
| Yang GaoXuanyu ZhuStuart CrozierFeng LiuHongfu Sun
2020-04-14
Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection
Zheng NieJiachen XuShengchang Zhang
2020-04-09
Capsules for Biomedical Image Segmentation
Rodney LaLondeZiyue XuIsmail IrmakciSanjay JainUlas Bagci
2020-04-09
CenterMask: single shot instance segmentation with point representation
Yuqing WangZhaoliang XuHao ShenBaoshan ChengLirong Yang
2020-04-09
Bayesian aggregation improves traditional single image crop classification approaches
Ivan MatvienkoMikhail GasanovAnna PetrovskaiaRaghavendra Belur JanaMaria PukalchikIvan Oseledets
2020-04-07
U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation
Shuhang WangSzu-Yeu HuEugene CheahXiaoHong WangJingChao WangLei ChenMasoud BaikpourArinc OzturkQian LiShinn-Huey ChouConstance D. LehmanViksit KumarAnthony Samir
2020-04-07
Toward Fine-grained Facial Expression Manipulation
| Jun LingHan XueLi SongShuhui YangRong XieXiao Gu
2020-04-07
Channel Attention Residual U-Net for Retinal Vessel Segmentation
| Changlu GuoMárton SzemenyeiYangtao HuWenle WangWei ZhouYugen Yi
2020-04-07
Dense Residual Network for Retinal Vessel Segmentation
| Changlu GuoMárton SzemenyeiYugen YiYing XueWei ZhouYangyuan Li
2020-04-07
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation
| Changlu GuoMárton SzemenyeiYugen YiWenle WangBuer ChenChangqi Fan
2020-04-07
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs
| Jun ChenLiang LiuYong liuXianfang Zeng
2020-04-06
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation
S. M. Kamrul HasanCristian A. Linte
2020-04-05
Optimization of Image Embeddings for Few Shot Learning
Arvind SrinivasanAprameya BharadwajManasa SathyanS. Natarajan
2020-04-04
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy
| Tim ScherrKatharina LöfflerMoritz BöhlandRalf Mikut
2020-04-03
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation
| Ricardo Batista das Neves JuniorLuiz Felipe VerçosaDavid MacêdoByron Leite Dantas BezerraCleber Zanchettin
2020-04-03
Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net
Manvel AvetisianVladimir KokhAlex TuzhilinDmitry Umerenkov
2020-03-31
Attention-based Assisted Excitation for Salient Object Detection
Saeed MasoudniaMelika KheiriehAbdol-Hossein VahabieBabak Nadjar Araabi
2020-03-31
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
Chao-Han Huck YangJun QiPin-Yu ChenXiaoli MaChin-Hui Lee
2020-03-31
Learning Oracle Attention for High-fidelity Face Completion
Tong ZhouChangxing DingShaowen LinXinchao WangDaCheng Tao
2020-03-31
Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset
Sheng SunArmando MarinoWenze ShuiZhongwen Hu
2020-03-30
Fastidious Attention Network for Navel Orange Segmentation
Xiaoye SunGongyan LiShaoyun Xu
2020-03-26
Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images
| Josue PageFederico SaltarinYury BelyaevRuth LyckPaolo Favaro
2020-03-24
Training a U-Net based on a random mode-coupling matrix model to recover acoustic interference striations
Xiaolei LiWenhua SongDazhi GaoWei GaoHaozhong Wan
2020-03-24
Multi-channel U-Net for Music Source Separation
| Venkatesh S. KadandaleJuan F. MontesinosGloria HaroEmilia Gómez
2020-03-23
Learning Dynamic Routing for Semantic Segmentation
| Yanwei LiLin SongYukang ChenZeming LiXiangyu ZhangXingang WangJian Sun
2020-03-23
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps
Kedan LiMin Jin ChongJingen LiuDavid Forsyth
2020-03-22
Multi-Task Learning Enhanced Single Image De-Raining
| Yulong FanRong ChenBo Li
2020-03-21
U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation
| Nikhil Varma KeethaSamson Anosh Babu PChandra Sekhara Rao Annavarapu
2020-03-20
Kidney segmentation using 3D U-Net localized with Expectation Maximization
Omid BazgirKai BarckRichard A. D. CaranoRobby M. WeimerLuke Xie
2020-03-20
Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data
Ophir GozesHayit Greenspan
2020-03-20
Weakly Supervised PET Tumor Detection Using Class Response
Amine AmyarRomain ModzelewskiPierre VeraVincent MorardSu Ruan
2020-03-18