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
Using Deep Image Priors to Generate Counterfactual Explanations V. Narayanaswamy Jayaraman J. Thiagarajan A. Spanias 45 4 0 22 Oct 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising Yaochen Xie Zhengyang Wang Shuiwang Ji 131 118 0 22 Oct 2020
Blind Video Temporal Consistency via Deep Video Prior Chenyang Lei Yazhou Xing Qifeng Chen 112 113 0 22 Oct 2020
CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-spectrogram Conversion Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Nobukatsu Hojo 87 82 0 22 Oct 2020
LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation Woosung Choi Minseok Kim Jaehwa Chung Soonyoung Jung 102 33 0 22 Oct 2020
TLGAN: document Text Localization using Generative Adversarial Nets Dongyoun Kim M. Kwak Eunji Won Sejung Shin Jeongyeon Nam GAN 40 0 0 22 Oct 2020
GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects Quan Liu Isabella M. Gaeta Bryan A. Millis M. Tyska Yuankai Huo 28 8 0 22 Oct 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 68 18 0 22 Oct 2020
3D Meta Point Signature: Learning to Learn 3D Point Signature for 3D Dense Shape Correspondence Hao Huang Lingjing Wang Xiang Li Yi Fang 3DPC 73 0 0 21 Oct 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 67 16 0 21 Oct 2020
UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks W. Tan Dedong Zhang Lingfei Ma Ying Li Lanying Wang Jonathan Li 3DPC 80 4 0 21 Oct 2020
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 87 33 0 21 Oct 2020
Dense Dual-Path Network for Real-time Semantic Segmentation Xinneng Yang Yan Wu Junqiao Zhao Feilin Liu SSeg 84 12 0 21 Oct 2020
Learning Black-Box Attackers with Transferable Priors and Query Feedback Jiancheng Yang Yangzhou Jiang Xiaoyang Huang Bingbing Ni Chenglong Zhao AAML 135 82 0 21 Oct 2020
Real-time Speech Frequency Bandwidth Extension Yunpeng Li Marco Tagliasacchi Oleg Rybakov Victor Ungureanu Dominik Roblek 73 49 0 21 Oct 2020
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 96 19 0 20 Oct 2020
Towards End-to-End In-Image Neural Machine Translation Elman Mansimov Mitchell Stern Mengzhao Chen Orhan Firat Jakob Uszkoreit Puneet Jain 75 26 0 20 Oct 2020
Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans M. Hamghalam Baiying Lei Tianfu Wang MedIm 57 15 0 20 Oct 2020
Cross-Modal Information Maximization for Medical Imaging: CMIM Tristan Sylvain Francis Dutil T. Berthier Lisa Di-Jorio Margaux Luck Devon Hjelm Yoshua Bengio 57 6 0 20 Oct 2020
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images Pablo Messina Pablo Pino Denis Parra Alvaro Soto Cecilia Besa S. Uribe Marcelo andía C. Tejos Claudia Prieto Daniel Capurro MedIm 125 65 0 20 Oct 2020
Two-stage generative adversarial networks for document image binarization with color noise and background removal Sungho Suh Jihun Kim P. Lukowicz Y. Lee GAN 49 15 0 20 Oct 2020
Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair Anupama S Prasan A. Shedligeri Abhishek Pal Kaushik Mitra 38 2 0 20 Oct 2020
Explorable Tone Mapping Operators Chien-Chuan Su Ren Wang Hung-Jin Lin Yu-Lun Liu Chia-Ping Chen Yu-Lin Chang S. Pei 72 10 0 20 Oct 2020
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy K. Cheuk Yin-Jyun Luo Emmanouil Benetos Dorien Herremans 112 22 0 20 Oct 2020
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection Yinjie Lei Duo Peng Pingping Zhang Qiuhong Ke Haifeng Li 78 75 0 19 Oct 2020
Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation Zicong Zhang K. Powell Changchang Yin Shilei Cao Daniel Gonzalez Y. Hannawi Ping Zhang 27 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 58 1 0 19 Oct 2020
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound Hongxu Yang Caifeng Shan Alexander F. Kolen Peter H. N. de With 51 13 0 19 Oct 2020
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation Zhanwei Xu Yukun Cao Cheng Jin Guozhu Shao Xiaoqing Liu Jie Zhou Heshui Shi Jianjiang Feng MedIm 81 25 0 19 Oct 2020
A Two-stage Unsupervised Approach for Low light Image Enhancement Junjie Hu Xiyue Guo Junfeng Chen Guanqi Liang Fuqin Deng Tin Lun Lam 102 28 0 19 Oct 2020
Double-Uncertainty Weighted Method for Semi-supervised Learning Yixin Wang Yao Zhang Jiang Tian Cheng Zhong Zhongchao Shi Yang Zhang Zhiqiang He UQCV 68 116 0 19 Oct 2020
Modality-Pairing Learning for Brain Tumor Segmentation Yixin Wang Yao Zhang Feng Hou Yang Liu Jiang Tian Cheng Zhong Yang Zhang Zhiqiang He 153 69 0 19 Oct 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi Xianhua Han 66 3 0 19 Oct 2020
D2RL: Deep Dense Architectures in Reinforcement Learning Samarth Sinha Homanga Bharadhwaj A. Srinivas Animesh Garg OffRL AI4CE 122 56 0 19 Oct 2020
Vision-Based Layout Detection from Scientific Literature using Recurrent Convolutional Neural Networks Huichen Yang W. Hsu 53 12 0 18 Oct 2020
Visibility Optimization for Surveillance-Evasion Games Louis Ly Y. Tsai 16 2 0 18 Oct 2020
Fourier 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 648 2,465 0 18 Oct 2020
Light Stage Super-Resolution: Continuous High-Frequency Relighting Tiancheng Sun Zexiang Xu Xiuming Zhang S. Fanello Christoph Rhemann P. Debevec Yun-Ta Tsai Jonathan T. Barron R. Ramamoorthi 3DH 114 29 0 17 Oct 2020
DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement Mohamed Ali Souibgui Yousri Kessentini GAN 58 109 0 17 Oct 2020
DEAL: Difficulty-aware Active Learning for Semantic Segmentation Shuai Xie Zunlei Feng Ying Chen Songtao Sun Chao Ma Xiuming Zhang VLM 169 51 0 17 Oct 2020
Ensembling Low Precision Models for Binary Biomedical Image Segmentation Tianyu Ma Hang Zhang Hanley Ong Amar Vora Thanh D. Nguyen Ajay Gupta Yi Wang M. Sabuncu UQCV 41 13 0 16 Oct 2020
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 114 116 0 16 Oct 2020
Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization Seongsin Kim Ungki Lee Ikjin Lee Namwoo Kang 46 29 0 16 Oct 2020
Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset Siyi Tang Amirata Ghorbani R. Yamashita Sameer Rehman Jared A. Dunnmon James Zou D. Rubin TDI 57 81 0 15 Oct 2020
Deep Convolutional Neural Network-based Inverse Filtering Approach for Speech De-reverberation Hanwook Chung Vikrant Singh Tomar B. Champagne 21 8 0 15 Oct 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study J. Castillo-Navarro Bertrand Le Saux Alexandre Boulch Nicolas Audebert Sébastien Lefèvre 43 73 0 15 Oct 2020
XPDNet for MRI Reconstruction: an application to the 2020 fastMRI challenge Zaccharie Ramzi P. Ciuciu Jean-Luc Starck 83 23 0 15 Oct 2020
A Point-Cloud Deep Learning Framework for Prediction of Fluid Flow Fields on Irregular Geometries Ali Kashefi Davis Rempe Leonidas Guibas 3DPC AI4CE 81 205 0 15 Oct 2020
Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM Berta Bescós Cesar Cadena José Neira 44 26 0 15 Oct 2020
Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection Yuan Zhou Xiangrui Li 30 5 0 15 Oct 2020