Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning

22 April 2021

Papers citing "Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning"

28 / 28 papers shown

Title
CLICv2: Image Complexity Representation via Content Invariance Contrastive Learning Shipeng Liu Liang Zhao Dengfeng Chen SSL 96 0 0 09 Mar 2025
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 85 0 0 25 Nov 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 38 0 0 24 Jul 2024
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples Marwa Kechaou Mokhtar Z. Alaya Romain Hérault Gilles Gasso GAN 14 0 0 12 Dec 2023
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation Jingyi Pan Sihang Li Yucheng Chen Jinjin Zhu Lin Wang 12 2 0 07 Oct 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 19 3 0 16 Jul 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 28 31 0 24 Apr 2023
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images R. M. S. Bashir Talha Qaiser S. Raza Nasir M. Rajpoot 20 13 0 30 Jan 2023
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation M. Keaton Ram J. Zaveri Gianfranco Doretto 11 14 0 28 Dec 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 37 53 0 14 Nov 2022
Jitter Does Matter: Adapting Gaze Estimation to New Domains Ruicong Liu Yiwei Bao Mingjie Xu Haofei Wang Yunfei Liu Feng Lu OOD 41 6 0 05 Oct 2022
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 42 29 0 15 Sep 2022
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Midhun Vayyat Jaswin Kasi Anuraag Bhattacharya Shuaib Ahmed Rahul Tallamraju 17 18 0 27 Aug 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 14 45 0 20 Jul 2022
Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation Zhengkai Jiang Yuxi Li Ceyuan Yang Peng Gao Yabiao Wang Ying Tai Chengjie Wang 30 88 0 14 Jul 2022
Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation Hao Zhang Ruimao Zhang Zhanglin Peng Junle Wang Yanqing Jing 44 3 0 23 May 2022
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation Inkyu Shin Yi-Hsuan Tsai Bingbing Zhuang S. Schulter Buyu Liu Sparsh Garg In So Kweon Kuk-Jin Yoon TTA 12 74 0 27 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip H. S. Torr René Ranftl Stephan R. Richter 13 6 0 18 Apr 2022
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation Biao Gao Xijun Zhao Huijing Zhao 34 12 0 18 Feb 2022
Learning to Align Sequential Actions in the Wild Weizhe Liu Bugra Tekin Huseyin Coskun Vibhav Vineet Pascal Fua Marc Pollefeys 22 24 0 17 Nov 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Rameswar Panda Kate Saenko Abir Das 28 63 0 28 Oct 2021
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 85 129 0 14 Oct 2021
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Qianyu Zhou Chuyu Zhuang Ran Yi Xuequan Lu Lizhuang Ma 14 26 0 11 Oct 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation Ankit Singh 18 108 0 30 Jun 2021
Self-Supervised Learning of Domain Invariant Features for Depth Estimation Hiroyasu Akada S. Bhat Ibraheem Alhashim Peter Wonka OOD SSL MDE 23 15 0 04 Jun 2021
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation Ho Hin Lee Yucheng Tang Qi Yang Xin Yu Shunxing Bao L. Cai Lucas W. Remedios Bennett A. Landman Yuankai Huo 13 8 0 03 Jun 2021
REGRAD: A Large-Scale Relational Grasp Dataset for Safe and Object-Specific Robotic Grasping in Clutter Hanbo Zhang Deyu Yang Han Wang Binglei Zhao Xuguang Lan Jishiyu Ding Nanning Zheng 31 40 0 29 Apr 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 119 202 0 27 Apr 2021