FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

8 December 2016

Judy Hoffman

Papers citing "FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation"

50 / 419 papers shown

Title
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Xixia Xu Qi Zou Xue Lin 3DH OOD 39 2 0 13 Aug 2020
Shape Consistent 2D Keypoint Estimation under Domain Shift Levi O. Vasconcelos Massimiliano Mancini Davide Boscaini Samuel Rota Buló Barbara Caputo Elisa Ricci MDE OOD 3DPC 41 2 0 04 Aug 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 99 92 0 30 Jul 2020
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation M.Naseer Subhani Mohsen Ali 71 69 0 28 Jul 2020
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Haoran Wang T. Shen Wei Zhang Lingyu Duan Tao Mei 68 289 0 17 Jul 2020
Learn distributed GAN with Temporary Discriminators Hui Qu Yikai Zhang Qi Chang Zhennan Yan Chao Chen Dimitris N. Metaxas FedML 55 16 0 17 Jul 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 164 125 0 05 Jul 2020
Online Domain Adaptation for Occupancy Mapping A. Tompkins Ransalu Senanayake F. Ramos 72 11 0 01 Jul 2020
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Yingda Xia Ke Wang Zhiding Yu Fengze Liu Jinzheng Cai Lequan Yu Zhuotun Zhu Daguang Xu Alan Yuille H. Roth OOD 82 215 0 28 Jun 2020
Analogical Image Translation for Fog Generation R. Gong Dengxin Dai Yuhua Chen Wen Li Luc Van Gool 71 18 0 28 Jun 2020
Learning to simulate complex scenes Zhenfeng Xue W. Mao Liang Zheng 3DV 45 6 0 25 Jun 2020
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Benjamin Eysenbach Swapnil Asawa Shreyas Chaudhari Sergey Levine Ruslan Salakhutdinov 108 94 0 24 Jun 2020
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning Daniele Di Mauro Antonino Furnari Giuseppe Patané Sebastiano Battiato G. Farinella 53 20 0 18 Jun 2020
Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search Prashant Pandey Aayushi Tyagi Sameer Ambekar A. Prathosh 67 6 0 15 Jun 2020
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez 53 47 0 15 Jun 2020
Transferring and Regularizing Prediction for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Chong-Wah Ngo Dong Liu Tao Mei 83 36 0 11 Jun 2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding Igor Kviatkovsky Nadav Bhonker Gérard Medioni 95 3 0 03 Jun 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 108 83 0 29 May 2020
Keep it Simple: Image Statistics Matching for Domain Adaptation A. Abramov Christopher Bayer Claudio Heller OOD 57 24 0 26 May 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 160 185 0 21 May 2020
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation Jun Liu X. Tai Shousheng Luo 46 13 0 15 May 2020
DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images O. Tasar A. Giros Y. Tarabalka Pierre Alliez Sebastien Clerc 68 54 0 13 May 2020
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Teo Spadotto Marco Toldo Umberto Michieli Pietro Zanuttigh 75 23 0 27 Apr 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Bineng Zhong Xiaowei Xu 76 139 0 24 Apr 2020
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform Matt Deitke Winson Han Alvaro Herrasti Aniruddha Kembhavi Eric Kolve ... Eli VanderBilt Matthew Wallingford Luca Weihs Mark Yatskar Ali Farhadi LM&Ro 154 241 0 14 Apr 2020
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization O. Tasar Y. Tarabalka A. Giros Pierre Alliez Sebastien Clerc 87 59 0 14 Apr 2020
Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Yawei Luo Ping Liu T. Guan Junqing Yu Yi Yang 49 115 0 13 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 128 902 0 11 Apr 2020
Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images Younghwan Na Jun Hee Kim Kyungsu Lee Juhum Park J. Hwang Jihwan P. Choi OOD 23 28 0 11 Apr 2020
Phase Consistent Ecological Domain Adaptation Yanchao Yang Dong Lao G. Sundaramoorthi Stefano Soatto 77 117 0 10 Apr 2020
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Zhe Wang Jianping Shi 108 69 0 09 Apr 2020
Handling new target classes in semantic segmentation with domain adaptation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM TTA CLL 62 3 0 02 Apr 2020
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation Karthik Gopinath Christian Desrosiers H. Lombaert OOD 40 11 0 31 Mar 2020
Adversarial Domain Adaptation with Prototype-Based Normalized Output Conditioner Dapeng Hu Jian Liang Qibin Hou Hanshu Yan Yunpeng Chen 60 31 0 30 Mar 2020
Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Congcong Li Dawei Du Libo Zhang Longyin Wen Tiejian Luo Y. Wu Pengfei Zhu 103 118 0 29 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 95 20 0 29 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 226 289 0 20 Mar 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 171 736 0 19 Mar 2020
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Zhonghao Wang Mo Yu Yunchao Wei Rogerio Feris Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD 288 234 0 18 Mar 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Sheng Wang Xinliang Zhu Chao-chao Yan Junzhou Huang 141 109 0 10 Mar 2020
Context-Aware Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Chao-chao Yan P. Zhao Junzhou Huang 65 56 0 09 Mar 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 84 65 0 19 Feb 2020
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Hongwei Bran Li T. Loehr Anjany Sekuboyina Jianguo Zhang Benedikt Wiestler Bjoern Menze OOD 45 3 0 25 Jan 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 70 51 0 14 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 145 279 0 09 Jan 2020
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation Jihan Yang Ruijia Xu Ruiyu Li Xiaojuan Qi Xiaoyong Shen Guanbin Li Liang Lin 64 94 0 18 Dec 2019
Domain-adaptive Crowd Counting via High-quality Image Translation and Density Reconstruction Junyuan Gao Tao Han Qi. Wang Yuan. Yuan 53 69 0 08 Dec 2019
Feature-aware Adaptation and Density Alignment for Crowd Counting in Video Surveillance Junyu Gao Yuan. Yuan Qi. Wang 39 14 0 08 Dec 2019
Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Shaokai Ye Kailu Wu Mu Zhou Yunfei Yang S. Tan Kaidi Xu Jiebo Song Chenglong Bao Kaisheng Ma 79 21 0 28 Nov 2019
xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation M. Jaritz Tuan-Hung Vu Raoul de Charette É. Wirbel P. Pérez 3DPC 92 200 0 28 Nov 2019