Self-supervised Augmentation Consistency for Adapting Semantic Segmentation

30 April 2021

Papers citing "Self-supervised Augmentation Consistency for Adapting Semantic Segmentation"

34 / 134 papers shown

Title
Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation Zhengkai Jiang Yuxi Li Ceyuan Yang Peng Gao Yabiao Wang Ying Tai Chengjie Wang 38 88 0 14 Jul 2022
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Yun Xing Dayan Guan Jiaxing Huang Shijian Lu VOS 18 18 0 06 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Shijian Lu 16 7 0 30 Jun 2022
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher Juncheng Wang Junyuan Gao Yuan. Yuan Qi. Wang 35 17 0 12 Jun 2022
Physics and semantic informed multi-sensor calibration via optimization theory and self-supervised learning S. Hayoun M. Halachmi Doron Serebro K. Twizer E. Medezinski L. Korkidi Moshik Cohen Itai Orr 28 3 0 06 Jun 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 24 225 0 27 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 32 146 0 19 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip H. S. Torr René Ranftl Stephan R. Richter 15 6 0 18 Apr 2022
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 30 18 0 04 Apr 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 22 42 0 18 Mar 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Ruihuang Li Shuai Li Chenhang He Yabin Zhang Xu Jia Lei Zhang 29 84 0 18 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Tingyang Xu Wenbing Huang ViT 15 20 0 15 Mar 2022
Panoptic segmentation with highly imbalanced semantic labels J. L. Rumberger Elias Baumann Peter Hirsch Andrew Janowczyk Inti Zlobec Dagmar Kainmueller 14 5 0 03 Mar 2022
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment P. Shyam Antyanta Bangunharcana Kuk-Jin Yoon Kyung-soo Kim 32 5 0 26 Feb 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 120 7 0 04 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 9 55 0 01 Dec 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 21 48 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 36 450 0 29 Nov 2021
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation Taeyeop Lee Byeong-uk Lee Inkyu Shin Jaesung Choe Ukcheol Shin In So Kweon Kuk-Jin Yoon 11 38 0 24 Nov 2021
Dense Unsupervised Learning for Video Segmentation Nikita Araslanov Simone Schaub-Meyer Stefan Roth VOS 30 30 0 11 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 36 14 0 11 Nov 2021
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Lukas Hoyer Dengxin Dai Qin Wang Yuhua Chen Luc Van Gool MDE 25 38 0 28 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 71 129 0 08 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 69 49 0 08 Aug 2021
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman TTA 26 21 0 21 Jul 2021
Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 28 66 0 11 Jun 2021
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 187 232 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 77 109 0 10 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 191 497 0 08 Mar 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 233 789 0 26 Aug 2019
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 163 349 0 23 Apr 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017