U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

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Title
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Ben Glocker Enzo Ferrante 118 68 0 24 Jun 2020
Large-scale detection and categorization of oil spills from SAR images with deep learning F. Bianchi M. M. Espeseth N. Borch 31 70 0 24 Jun 2020
DISK: Learning local features with policy gradient M. Tyszkiewicz Pascal Fua Eduard Trulls OffRL 128 383 0 24 Jun 2020
NINEPINS: Nuclei Instance Segmentation with Point Annotations Ting-An Yen Hung-Chun Hsu Pushpak Pati M. Gabrani Antonio Foncubierta-Rodríguez P. Chung 47 4 0 24 Jun 2020
GIFnets: Differentiable GIF Encoding Framework Innfarn Yoo Xiyang Luo Yilin Wang Feng Yang P. Milanfar 45 4 0 24 Jun 2020
Road surface detection and differentiation considering surface damages Thiago Rateke A. V. Wangenheim 40 57 0 23 Jun 2020
Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders Nina Shvetsova Bart Bakker Irina Fedulova H. Schulz Dmitry V. Dylov 90 84 0 23 Jun 2020
Calibrated Adversarial Refinement for Stochastic Semantic Segmentation Elias Kassapis G. Dikov D. K. Gupta C. Nugteren 92 17 0 23 Jun 2020
Multi-view Drone-based Geo-localization via Style and Spatial Alignment Siyi Hu Xiaojun Chang 59 8 0 23 Jun 2020
Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency Hyeonsoo Lee Won-Ki Jeong 87 115 0 23 Jun 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 109 466 0 23 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 59 21 0 23 Jun 2020
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks Mahmoud Afifi A. Abdelhamed Abdullah Abuolaim Abhijith Punnappurath M. S. Brown 77 42 0 23 Jun 2020
Artist-Guided Semiautomatic Animation Colorization Harrish Thasarathan Mehran Ebrahimi 59 6 0 22 Jun 2020
Drive-Net: Convolutional Network for Driver Distraction Detection Mohammed S. Majdi Sundaresh Ram Jonathan T. Gill Jeffrey J. Rodríguez 31 49 0 22 Jun 2020
LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation Wentao Zhu Can Zhao Wenqi Li H. Roth Ziyue Xu Daguang Xu 3DV 90 19 0 22 Jun 2020
Locally Masked Convolution for Autoregressive Models Ajay Jain Pieter Abbeel Deepak Pathak DiffM OffRL 120 32 0 22 Jun 2020
Self-supervised Video Object Segmentation Fangrui Zhu Li Zhang Yanwei Fu G. Guo Weidi Xie VOS 46 12 0 22 Jun 2020
Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images Mahesh Gour Sweta Jain 88 36 0 22 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie Huanjin Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 87 187 0 22 Jun 2020
ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching Rishav Rishav René Schuster Ramy Battrawy Oliver Wasenmüller D. Stricker 75 8 0 22 Jun 2020
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images Mart van Rijthoven M. Balkenhol Karina Silina Jeroen van der Laak F. Ciompi SSeg 70 161 0 22 Jun 2020
Hierarchical Inter-Message Passing for Learning on Molecular Graphs Matthias Fey Jan-Gin Yuen F. Weichert GNN 100 86 0 22 Jun 2020
Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects Bryan G. Cardenas Devanshu Arya D. K. Gupta DiffM 99 6 0 22 Jun 2020
Deep Residual Mixture Models Perttu Hämäläinen Martin Trapp Tuure Saloheimo Arno Solin 77 8 0 22 Jun 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang SSeg 118 34 0 21 Jun 2020
Embodied Self-supervised Learning by Coordinated Sampling and Training Yifan Sun Xihong Wu SSL 54 7 0 20 Jun 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? F. Iandola Albert Eaton Shaw Ravi Krishna Kurt Keutzer VLM 90 128 0 19 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 956 18,496 0 19 Jun 2020
Using Deep Learning to Predict Beam-Tunable Pareto Optimal Dose Distribution for Intensity Modulated Radiation Therapy G. Bohara A. Sadeghnejad-Barkousaraie Steve B. Jiang D. Nguyen 46 27 0 19 Jun 2020
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation Hadi Jamali Rad Attila Szabo SSeg 67 1 0 19 Jun 2020
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks Sérgio Pereira Adriano Pinto Joana Amorim Alexandrine Ribeiro Victor Alves Carlos Alberto Silva 77 63 0 19 Jun 2020
Deep Learning-based Single Image Face Depth Data Enhancement Torsten Schlett Christian Rathgeb Christoph Busch CVBM 65 16 0 19 Jun 2020
DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data S. Chatterjee Kartik Prabhu Mahantesh Pattadkal Gerda Bortsova Chompunuch Sarasaen Florian Dubost Hendrik Mattern Marleen de Bruijne Oliver Speck Andreas Nürnberger 64 18 0 18 Jun 2020
Spin-Weighted Spherical CNNs Carlos Esteves A. Makadia Kostas Daniilidis 100 70 0 18 Jun 2020
Multi-Density Sketch-to-Image Translation Network Jialu Huang Liao Jing Zhifeng Tan Sam Kwong DiffM 64 14 0 18 Jun 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 95 553 0 18 Jun 2020
Class-Attentive Diffusion Network for Semi-Supervised Classification Jongin Lim Daeho Um H. Chang D. Jo J. Choi 218 15 0 18 Jun 2020
Sequential Graph Convolutional Network for Active Learning Razvan Caramalau Binod Bhattarai Tae-Kyun Kim GNN 128 122 0 18 Jun 2020
Deep Learning Meets SAR Xiaoxiang Zhu S. Montazeri Mohsin Ali Yuansheng Hua Yuanyuan Wang Lichao Mou Yilei Shi Feng Xu R. Bamler 81 223 0 17 Jun 2020
Deeply Learned Spectral Total Variation Decomposition T. G. Grossmann Yury Korolev Guy Gilboa Carola-Bibiane Schönlieb 55 4 0 17 Jun 2020
A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources M. Sit B. Demiray Z. Xiang Gregory Ewing Y. Sermet Ibrahim Demir AI4Cl AI4CE 86 333 0 17 Jun 2020
Evaluation of 3D CNN Semantic Mapping for Rover Navigation S. Chiodini Luca Torresin M. Pertile S. Debei 23 15 0 17 Jun 2020
3D Shape Reconstruction from Free-Hand Sketches Jiayun Wang Jierui Lin Qian Yu Runtao Liu Yubei Chen Stella X. Yu 63 39 0 17 Jun 2020
Dynamic Tensor Rematerialization Marisa Kirisame Steven Lyubomirsky Altan Haan Jennifer Brennan Mike He Jared Roesch Tianqi Chen Zachary Tatlock 92 94 0 17 Jun 2020
Multipole Graph Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 234 395 0 16 Jun 2020
Visualization for Histopathology Images using Graph Convolutional Neural Networks M. Sureka Abhijeet Patil Deepak Anand A. Sethi FAtt GNN MedIm 59 36 0 16 Jun 2020
LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World S. Manivasagam Shenlong Wang K. Wong Wenyuan Zeng Mikita Sazanovich Shuhan Tan Binh Yang Wei-Chiu Ma R. Urtasun 3DPC 87 226 0 16 Jun 2020
70 years of machine learning in geoscience in review Jesper Sören Dramsch VLM AI4CE 97 161 0 16 Jun 2020
End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention A. Nguyen Dennis Kundrat G. Dagnino Wenqiang Chi Mohamed E. M. K. Abdelaziz Yao Guo Yingliang Ma Trevor M. Y. Kwok C. Riga Guang-Zhong Yang 77 31 0 16 Jun 2020