Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach

26 August 2019

Papers citing "Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach"

50 / 125 papers shown

Title
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation Wanyu Xu Zengmao Wang Wei Bian GAN 18 4 0 14 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 55 14 0 05 Apr 2022
Continual Test-Time Domain Adaptation Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 39 394 0 25 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 21 84 0 18 Mar 2022
Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Y. Chen Zihao Wang Longkun Zou Ke Chen K. Jia 3DPC 19 9 0 08 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Jiaming Zhang Kailun Yang Chaoxiang Ma Simon Reiß Kunyu Peng Rainer Stiefelhagen ViT 24 72 0 02 Mar 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 36 11 0 09 Feb 2022
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images Javed Iqbal R. Hafiz Mohsen Ali TTA 13 19 0 07 Jan 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 63 40 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 118 7 0 04 Dec 2021
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization M. Jehanzeb Mirza Jakub Micorek Horst Possegger Horst Bischof 20 123 0 01 Dec 2021
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Fengyi Shen A. Gurram Ahmet Faruk Tuna O. Urfalioglu Alois C. Knoll 19 4 0 30 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 14 11 0 24 Nov 2021
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation Jiaming Zhang Chaoxiang Ma Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen MDE 22 42 0 21 Oct 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 26 323 0 17 Oct 2021
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Adriano Cardace Luca de Luigi Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 36 20 0 13 Oct 2021
Domain Adaptive Semantic Segmentation without Source Data Fuming You Jingjing Li Lei Zhu Ke Lu Zhi Chen Zi Huang 23 53 0 13 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Kwanyong Park Sanghyun Woo Inkyu Shin In So Kweon OOD 21 36 0 08 Oct 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Ambrus Dennis Park Adrien Gaidon AI4TS 50 12 0 28 Sep 2021
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer Hongruixuan Chen Chen Wu Yonghao Xu Bo Du 23 9 0 18 Sep 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
Learning Cross-modal Contrastive Features for Video Domain Adaptation Donghyun Kim Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu Stan Sclaroff Kate Saenko Manmohan Chandraker 17 70 0 26 Aug 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 31 123 0 25 Aug 2021
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange Chaoxiang Ma Jiaming Zhang Kailun Yang Alina Roitberg Rainer Stiefelhagen MDE 22 35 0 13 Aug 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo G. El Fakhri Jonghye Woo 25 74 0 28 Jul 2021
Personalized Image Semantic Segmentation Yu Zhang Chang-Bin Zhang Peng-Tao Jiang Mingg-Ming Cheng Feng Mao 13 4 0 24 Jul 2021
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation Ruifei He Jihan Yang Xiaojuan Qi 13 115 0 23 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 10 37 0 23 Jul 2021
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman TTA 21 21 0 21 Jul 2021
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation Niklas Hanselmann N. Schneider Benedikt Ortelt Andreas Geiger 16 2 0 09 Jul 2021
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam OOD 8 3 0 24 Jun 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 23 5 0 22 Jun 2021
Source-Free Open Compound Domain Adaptation in Semantic Segmentation Yuyang Zhao Zhun Zhong Zhiming Luo G. Lee N. Sebe TTA 29 88 0 07 Jun 2021
Multi-Target Domain Adaptation with Collaborative Consistency Learning Takashi Isobe Xu Jia Shuaijun Chen Jianzhong He Yongjie Shi Jian-zhuo Liu Huchuan Lu Shengjin Wang 20 84 0 07 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 27 128 0 05 Jun 2021
Self-Supervised Learning of Domain Invariant Features for Depth Estimation Hiroyasu Akada S. Bhat Ibraheem Alhashim Peter Wonka OOD SSL MDE 31 15 0 04 Jun 2021
Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint Guanyu Cai Lianghua He 10 0 0 27 May 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training Luke Melas-Kyriazi Arjun K. Manrai 22 117 0 17 May 2021
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation Shuang Li Binhui Xie Bin Zang Chi Harold Liu Xinjing Cheng Ruigang Yang Guoren Wang 11 27 0 11 May 2021
More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation Shuang Wang Dongxing Zhao Yi Li Chi Zhang Yuwei Guo Qi Zang B. Hou L. Jiao 39 1 0 07 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 25 226 0 30 Apr 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 45 139 0 28 Apr 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu David Ferstl S. Schulter L. Zebedin Pascal Fua C. Leistner 92 38 0 22 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 97 143 0 22 Apr 2021
Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Shiyu Tang Peijun Tang Yanxiang Gong Zheng Ma M. Xie 19 6 0 23 Mar 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu Bo Hu Xiongchang Liu Jun Lu J. You Lingsheng Kong 38 29 0 01 Jan 2021
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image Yuxing Huang Shaodi You Ying Fu Qiu Shen 106 7 0 18 Dec 2020
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation R. Gong Yuhua Chen D. Paudel Yawei Li Ajad Chhatkuli Wen Li Dengxin Dai Luc Van Gool OOD VLM 33 34 0 15 Dec 2020
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation Bowen Cai Huan Fu Rongfei Jia Binqiang Zhao Hua Li Yinghui Xu 33 4 0 10 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 21 44 0 25 Nov 2020