Papers citing 'Class-Incremental Domain Adaptation'

Title
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 540 8 0 25 Nov 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 200 10 0 18 Jul 2024
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing Biqing Qi Pengfei Li Fangyuan Li Junqi Gao Kaiyan Zhang Bowen Zhou 193 26 0 08 Jun 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation Yeonguk Yu Sungho Shin S. Back Minhwan Ko Sangjun Noh Kyoobin Lee TTA OOD 214 8 0 17 Apr 2024
Online Continual Learning via Logit Adjusted Softmax Zhehao Huang Tao Li Chenhe Yuan Yingwen Wu Xiaolin Huang CLL 139 3 0 11 Nov 2023
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory DistillationIEEE International Conference on Computer Vision (ICCV), 2023 Jianan Fan Dongnan Liu Hang Chang Heng-Chiao Huang Mei Chen Weidong (Tom) Cai OOD 204 10 0 27 Jul 2023
Gradient-Semantic Compensation for Incremental Semantic SegmentationIEEE transactions on multimedia (IEEE TMM), 2023 Wei Cong Yang Cong Jiahua Dong Gan Sun Henghui Ding CLL VLM 273 21 0 20 Jul 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI Xiaofeng Liu Helen A. Shih Fangxu Xing E. Santarnecchi Xiaofeng Liu Jonghye Woo CLL 210 7 0 30 May 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained modelsInternational Conference on Machine Learning (ICML), 2023 Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 286 36 0 29 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsInternational Journal of Computer Vision (IJCV), 2023 Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 280 359 0 27 Mar 2023
Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation Xiyu Wang Yuecong Xu Jianfei Yang Xiaoli Li Zhenghua Chen TTA 142 0 0 18 Mar 2023
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object DetectionInternational Conference on Learning Representations (ICLR), 2023 M. Oldenhof Adam Arany Yves Moreau E. Brouwer 153 3 0 09 Mar 2023
TIDo: Source-free Task Incremental Learning in Non-stationary Environments Abhinit Kumar Ambastha Leong Tze Yun CLL 75 0 0 28 Jan 2023
Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Abhinit Kumar Ambastha Tze-Yun Leong CLL OOD 128 1 0 28 Jan 2023
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical DiagnosisKnowledge-Based Systems (KBS), 2022 Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 150 3 0 21 Sep 2022
Multi-domain Learning for Updating Face Anti-spoofing ModelsEuropean Conference on Computer Vision (ECCV), 2022 Xiao Guo Yaojie Liu Anil Jain Xiaoming Liu CLL CVBM 144 47 0 23 Aug 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Zhuliang Yu CLL 175 50 0 22 Jul 2022
Balancing Discriminability and Transferability for Source-Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 167 103 0 16 Jun 2022
Continual Object Detection: A review of definitions, strategies, and challengesNeural Networks (NN), 2022 Angelo G. Menezes Gustavo de Moura Cézanne Alves André C. P. L. F. de Carvalho ObjD 186 62 0 30 May 2022
General Incremental Learning with Domain-aware Categorical RepresentationsComputer Vision and Pattern Recognition (CVPR), 2022 Jiangwei Xie Shipeng Yan Xuming He OOD CLL 215 47 0 08 Apr 2022
A Closer Look at Rehearsal-Free Continual Learning James Smith Junjiao Tian Shaunak Halbe Yen-Chang Hsu Z. Kira VLM CLL 269 81 0 31 Mar 2022
On Generalizing Beyond Domains in Cross-Domain Continual LearningComputer Vision and Pattern Recognition (CVPR), 2022 Christian Simon M. Faraki Yi-Hsuan Tsai Xiang Yu S. Schulter Yumin Suh Mehrtash Harandi Manmohan Chandraker FedML OOD CLL 118 39 0 08 Mar 2022
Multi-Domain Incremental Learning for Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Prachi Garg Rohit Saluja V. Balasubramanian Chetan Arora A. Subramanian C. V. Jawahar CLL 200 41 0 23 Oct 2021
A Prototype-Oriented Framework for Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 274 120 0 22 Oct 2021
Recent Advances of Continual Learning in Computer Vision: An OverviewIET Computer Vision (ICV), 2021 Haoxuan Qu Hossein Rahmani Kepeng Xu Bryan M. Williams Jun Liu VLM CLL 334 94 0 23 Sep 2021
The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation Ambareesh Revanur Zhihua Li U. Ciftci L. Yin László A. Jeni 207 47 0 22 Sep 2021
Semi-Supervised Visual Representation Learning for Fashion Compatibility Ambareesh Revanur Vijay Kumar D. Sharma SSL 158 20 0 16 Sep 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2021 R. Gong Martin Danelljan Dengxin Dai D. Paudel Ajad Chhatkuli Feng Yu Luc Van Gool 173 9 0 10 Sep 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 170 138 0 25 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 261 293 0 03 Aug 2021
Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report GenerationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Mengya Xu Mobarakol Islam C. Lim Hongliang Ren MedIm 106 32 0 23 Jul 2021
On the Challenges of Open World Recognitionunder Shifting Visual DomainsIEEE Robotics and Automation Letters (RA-L), 2021 Dario Fontanel Fabio Cermelli Goran Frehse Barbara Caputo 118 1 0 09 Jul 2021
Adversarial Semantic Hallucination for Domain Generalized Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Gabriel Tjio Ping Liu Qiufeng Wang Rick Siow Mong Goh OOD 199 20 0 08 Jun 2021
Your Classifier can Secretly Suffice Multi-Source Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Naveen Venkat Jogendra Nath Kundu D. K. Singh Ambareesh Revanur R. VenkateshBabu 143 86 0 20 Mar 2021
MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning Hanbin Zhao Yongjian Fu Mintong Kang Qi Tian Leilei Gan Xi Li CLL 339 130 0 28 Jun 2020
Universal Domain Adaptation through Self SupervisionNeural Information Processing Systems (NeurIPS), 2020 Kuniaki Saito Donghyun Kim Stan Sclaroff Kate Saenko OOD TTA 309 361 0 19 Feb 2020
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 624 5,004 0 17 Feb 2017