Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation

8 October 2021

In So Kweon

Papers citing "Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation"

26 / 26 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation Jaehyun Choi Junwon Ko Dong-Jae Lee Junmo Kim VLM 65 0 0 03 Dec 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong H. Fu 58 0 0 14 Aug 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 45 0 0 21 Jul 2024
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation Kai Yao Zhaorui Tan Zixian Su Xi Yang Jie Sun Kaizhu Huang 41 0 0 23 May 2024
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation Seungbeom Woo Geonwoo Baek Taehoon Kim Jaemin Na Joong-won Hwang Wonjun Hwang 38 0 0 18 Mar 2024
Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation Jianan Fan Dongnan Liu Hang Chang Weidong Cai 15 5 0 17 Jan 2024
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 14 5 0 28 Sep 2023
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation Daehan Kim Min-seok Seo Kwanyong Park Inkyu Shin Sanghyun Woo In-So Kweon Dong-Geol Choi 16 13 0 17 Mar 2023
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization Jun S. Song Jungsoo Lee In So Kweon Sungha Choi TTA 31 83 0 03 Mar 2023
Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management Jun S. Song Kwanyong Park Inkyu Shin Sanghyun Woo Chaoning Zhang In So Kweon TTA 16 6 0 16 Dec 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 17 12 0 22 Nov 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation Fei Pan S. Hur Seokju Lee Junsik Kim In So Kweon 27 11 0 19 Jul 2022
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection Fei Pan François Rameau Junsik Kim In So Kweon 30 2 0 01 Jun 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation A. Saporta Arthur Douillard Tuan-Hung Vu Patrick Pérez Matthieu Cord CLL 20 21 0 25 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 30 92 0 04 Apr 2022
Style-Guided Domain Adaptation for Face Presentation Attack Detection Young-Eun Kim Woo-Jeoung Nam K. Min Seong-Whan Lee AAML 15 1 0 28 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Jiaming Zhang Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 19 9 0 19 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 31 11 0 09 Feb 2022
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation Inkyu Shin Dong-Jin Kim Jae-Won Cho Sanghyun Woo Kwanyong Park In So Kweon 13 55 0 12 Aug 2021
Source-Free Open Compound Domain Adaptation in Semantic Segmentation Yuyang Zhao Zhun Zhong Zhiming Luo G. Lee N. Sebe TTA 27 88 0 07 Jun 2021
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 25 34 0 15 Dec 2020
Continual Unsupervised Domain Adaptation for Semantic Segmentation Joonhyuk Kim Sahng-Min Yoo Gyeong-Moon Park Jong-hwan Kim CLL 19 4 0 19 Oct 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 218 789 0 26 Aug 2019
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 266 457 0 30 Nov 2018
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 210 1,156 0 24 Oct 2016