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
Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment O. H. Maghsoudi A. Gastounioti Christopher Scott Lauren Pantalone Fang-Fang Wu Eric A. Cohen S. Winham E. Conant C. Vachon D. Kontos 43 46 0 13 Nov 2020
LEAN: graph-based pruning for convolutional neural networks by extracting longest chains R. Schoonhoven A. Hendriksen D. Pelt K. Batenburg 3DPC 56 4 0 13 Nov 2020
SHAD3S: A model to Sketch, Shade and Shadow R. Venkataramaiyer A. Joshi Saisha Narang Vinay P. Namboodiri 100 2 0 13 Nov 2020
Neural Network Training Techniques Regularize Optimization Trajectory: An Empirical Study Cheng Chen Junjie Yang Yi Zhou 45 0 0 13 Nov 2020
Shared Prior Learning of Energy-Based Models for Image Reconstruction Thomas Pinetz Erich Kobler Thomas Pock Alexander Effland DiffM 53 4 0 12 Nov 2020
Fast robust peg-in-hole insertion with continuous visual servoing R. Haugaard Jeppe Langaa Christoffer Sloth A. Buch 68 32 0 12 Nov 2020
Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation Gyutaek Oh J. Lee J. C. Ye 46 11 0 12 Nov 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 371 1,951 0 12 Nov 2020
Deep Sketch-Based Modeling: Tips and Tricks Yue Zhong Yulia Gryaditskaya Honggang Zhang Yi-Zhe Song 65 34 0 12 Nov 2020
FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology André Pedersen Marit Valla A. Bofin Javier Pérez de Frutos Ingerid Reinertsen Erik Smistad 83 17 0 11 Nov 2020
FAT: Training Neural Networks for Reliable Inference Under Hardware Faults Ussama Zahid Giulio Gambardella Nicholas J. Fraser Michaela Blott K. Vissers 49 45 0 11 Nov 2020
Dynamic Plane Convolutional Occupancy Networks S. Lionar D. Emtsev Dusan Svilarkovic Songyou Peng 3DPC 3DV 48 37 0 11 Nov 2020
Generative and Discriminative Learning for Distorted Image Restoration Yi Gu Yuting Gao Jiajian Li Chentao Wu Weijia Jia 41 1 0 11 Nov 2020
Survey on 3D face reconstruction from uncalibrated images Araceli Morales Gemma Piella Federico Sukno 3DH 67 63 0 11 Nov 2020
DeepSim: Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 43 8 0 11 Nov 2020
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification Zhuo Zheng Yanfei Zhong A. Ma Liangpei Zhang 78 183 0 11 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 60 109 0 11 Nov 2020
Learning Bayes Filter Models for Tactile Localization Tarik Kelestemur Colin Keil J. P. Whitney Robert Platt T. Padır 54 5 0 11 Nov 2020
A Unified Framework for Compressive Video Recovery from Coded Exposure Techniques Prasan A. Shedligeri Anupama S Kaushik Mitra 51 8 0 11 Nov 2020
Dense U-net for super-resolution with shuffle pooling layer Zhengyang Lu Ying-Cong Chen SupR 38 2 0 11 Nov 2020
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery Jeremy Irvin Hao Sheng Neel Ramachandran Sonja Johnson-Yu Sharon Zhou Kyle T. Story Rose Rustowicz Cooper W. Elsworth K. Austin A. Ng 85 42 0 11 Nov 2020
Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging Stephen Marcus McAleer Alexander Fast Yuntian Xue M. Seiler W. Tang M. Balu Pierre Baldi A. Browne 11 2 0 10 Nov 2020
Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 T. Tan Bipul Das Ravi Soni Mate Fejes S. Ranjan ... Barbara Darázs P. Tegzes L. Ferenczi R. Mullick Gopal Avinash 126 5 0 10 Nov 2020
Noise2Stack: Improving Image Restoration by Learning from Volumetric Data Mikhail Papkov Kenny Roberts Lee Ann Madissoon Ö. Bayraktar D. Fishman K. Palo L. Parts 41 9 0 10 Nov 2020
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images L. Ding Kai Zheng Dong Lin Yuxing Chen Bing Liu Jiansheng Li Lorenzo Bruzzone SSeg 51 35 0 10 Nov 2020
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 73 35 0 10 Nov 2020
AIM 2020 Challenge on Rendering Realistic Bokeh Andrey D. Ignatov Radu Timofte Ming Qian Congyu Qiao Jiamin Lin ... Xueqin Chen Tengyao Wang Max Zheng Hulk Wong Jay S. Zou 90 44 0 10 Nov 2020
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends Naira Elazab Hassan H. Soliman Shaker El-Sappagh S. Islam Mohammed M Elmogy 84 20 0 10 Nov 2020
Learning to Localize in New Environments from Synthetic Training Data Dominik Winkelbauer Maximilian Denninger Rudolph Triebel 51 19 0 09 Nov 2020
Solving Inverse Problems With Deep Neural Networks -- Robustness Included? Martin Genzel Jan Macdonald M. März AAML OOD 67 107 0 09 Nov 2020
Two-Stream Appearance Transfer Network for Person Image Generation Chengkang Shen Peiyan Wang Wei Tang 3DH GAN 59 0 0 09 Nov 2020
Localising In Complex Scenes Using Balanced Adversarial Adaptation Gil Avraham Yan Zuo Tom Drummond 33 0 0 09 Nov 2020
Frequency Gating: Improved Convolutional Neural Networks for Speech Enhancement in the Time-Frequency Domain Koen Oostermeijer Qing Wang Jun Du 84 3 0 08 Nov 2020
Learning-based 3D Occupancy Prediction for Autonomous Navigation in Occluded Environments Lizi Wang Hongkai Ye Qianhao Wang Yuman Gao Chao Xu Fei Gao 73 35 0 08 Nov 2020
Sim-to-Real Transfer for Vision-and-Language Navigation Peter Anderson Ayush Shrivastava Joanne Truong Arjun Majumdar Devi Parikh Dhruv Batra Stefan Lee LM&Ro 75 107 0 07 Nov 2020
Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation Liangzi Rong Chunping Li 69 49 0 07 Nov 2020
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images Shenghua He K. T. Minn L. Solnica-Krezel M. Anastasio Hua Li 71 60 0 07 Nov 2020
Augmented Equivariant Attention Networks for Microscopy Image Reconstruction Yaochen Xie Yuchen Ding Shuiwang Ji 31 1 0 06 Nov 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong Xiaowei Yang Lifang He 67 10 0 06 Nov 2020
Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss D. Shim H. J. Kim SSL MDE 64 1 0 06 Nov 2020
Automatic Brain Tumor Segmentation with Scale Attention Network Yading Yuan 73 33 0 06 Nov 2020
RetinaGAN: An Object-aware Approach to Sim-to-Real Transfer Daniel Ho Kanishka Rao Zhuo Xu Eric Jang Mohi Khansari Yunfei Bai GAN LM&Ro 85 104 0 06 Nov 2020
Teaching with Commentaries Aniruddh Raghu M. Raghu Simon Kornblith David Duvenaud Geoffrey E. Hinton 99 24 0 05 Nov 2020
Data Augmentation via Structured Adversarial Perturbations Calvin Luo H. Mobahi Samy Bengio AAML 53 5 0 05 Nov 2020
Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation Veda Sunkara Matthew Purri Bertrand Le Saux Jennifer Adams 21 6 0 05 Nov 2020
Deep learning for biomedical photoacoustic imaging: A review J. Gröhl Melanie Schellenberg Kris K. Dreher Lena Maier-Hein 133 195 0 05 Nov 2020
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection Hao Zhu Chaoyou Fu Qianyi Wu Wayne Wu Chao Qian Ran He 74 32 0 05 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 197 393 0 04 Nov 2020
BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh Ming Qian Congyu Qiao Jiamin Lin Zhenyu Guo LI Cong Leng Jian Cheng 71 30 0 04 Nov 2020
Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning Shantam Shorewala Armaan Ashfaque R. Sidharth Ujjwal Verma 46 67 0 04 Nov 2020