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Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond

International Conference on Machine Learning (ICML), 2022

18 April 2022

Papers citing "Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond"

28 / 28 papers shown

Title
Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation Zixi Wang Yushe Cao Yubo Huang Jinzhu Wei Jingzehua Xu Shuai Zhang Xin Lai 73 0 0 13 Oct 2025
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics Zhichen Zeng Ruizhong Qiu Wenxuan Bao Tianxin Wei Xiao Lin Yuchen Yan Tarek Abdelzaher Jiawei Han Hanghang Tong OOD AI4CE 231 9 0 19 May 2025
Incremental Uncertainty-aware Performance Monitoring with Active Labeling InterventionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Alexander Koebler Thomas Decker Ingo Thon Volker Tresp Florian Buettner 205 0 0 11 May 2025
Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition Muhammad Osama Zeeshan M. Pedersoli A. L. Koerich Eric Grange 230 2 0 05 Apr 2025
Adapting to Evolving Adversaries with Regularized Continual Robust Training Sihui Dai Christian Cianfarani A. Bhagoji Vikash Sehwag Prateek Mittal OOD AAML 185 0 0 06 Feb 2025
GDO:Gradual Domain Osmosis Zixi Wang Yushe Cao 972 0 0 31 Jan 2025
Gradual Domain Adaptation for Graph Learning Pui Ieng Lei Ximing Chen Yijun Sheng Yanyan Liu J. Guo Zhiguo Gong OOD 375 0 0 29 Jan 2025
Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization Samuel Schapiro Han Zhao 293 1 0 06 Dec 2024
Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation Yao Ma Samuel Louvan Z. Wang 136 0 0 11 Nov 2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust OptimizationNeural Information Processing Systems (NeurIPS), 2024 Amir Saberi Amir Najafi Ala Emrani Amin Behjati Yasaman Zolfimoselo Mahdi Shadrooy Abolfazl Motahari B. Khalaj 211 2 0 17 Oct 2024
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift Jiayun Wu Tianyu Wang Peng Cui Zhiwei Steven Wu 208 9 0 02 Jun 2024
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation Linglin Jing Yiming Ding Yunpeng Gao Zhigang Wang Xu Yan Dong Wang Gerald Schaefer Hui Fang Bin Zhao Xuelong Li 168 9 0 25 Mar 2024
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification Mahdi Alehdaghi Pourya Shamsolmoali Rafael M. O. Cruz Eric Granger 211 2 0 16 Mar 2024
Generalizing across Temporal Domains with Koopman Operators Qiuhao Zeng Wei Wang Fan Zhou Gezheng Xu Ruizhi Pu Changjian Shui Christian Gagné Shichun Yang Boyu Wang Charles Ling OOD AI4CE 145 12 0 12 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head DiscriminatorsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 Yan Shen Zhanghexuan Ji Chunwei Ma Mingchen Gao TTA 243 2 0 05 Feb 2024
Enhancing Evolving Domain Generalization through Dynamic Latent RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2024 Binghui Xie Yongqiang Chen Jiaqi Wang Kaiwen Zhou Bo Han Wei Meng James Cheng 217 8 0 16 Jan 2024
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Takehiko Ohkawa Takuma Yagi Taichi Nishimura Ryosuke Furuta Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato EgoV 234 9 0 28 Nov 2023
Evolving Domain Adaptation of Pretrained Language Models for Text Classification Yun-Shiuan Chuang Yi Wu Dhruv Gupta Rheeya Uppaal Ananya Kumar Luhang Sun Makesh Narsimhan Sreedhar Sijia Yang Timothy T. Rogers Junjie Hu VLM 171 8 0 16 Nov 2023
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms Haoxiang Wang Gargi Balasubramaniam Haozhe Si Bo Li Han Zhao OOD 165 2 0 02 Nov 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 323 15 0 20 Oct 2023
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on GraphsInternational Conference on Machine Learning (ICML), 2023 Haohui Wang Yuzhen Mao Yujun Yan Yaoqing Yang Jianhui Sun ... Si Zhang Alison Hu Edward Bowen Tyler Cody Dawei Zhou 368 7 0 01 May 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein GeodesicsInternational Conference on Machine Learning (ICML), 2023 Jiacheng Zhu Jielin Qiu Aritra Guha Zhuolin Yang X. Nguyen Yue Liu Ding Zhao OOD 360 4 0 04 Feb 2023
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022 Peide Huang Mengdi Xu Jiacheng Zhu Laixi Shi Fei Fang Ding Zhao CLL 220 31 0 18 Oct 2022
Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation SystemsConference on Uncertainty in Artificial Intelligence (UAI), 2022 Mao Ye Ruichen Jiang Haoxiang Wang Dhruv Choudhary Xiaocong Du Bhargav Bhushanam Aryan Mokhtari A. Kejariwal Qiang Liu TTA OOD AI4TS 153 10 0 02 Sep 2022
Gradual Domain Adaptation via Normalizing FlowsNeural Computation (Neural Comput.), 2022 Shogo Sagawa H. Hino CLL OOD 284 15 0 23 Jun 2022
Algorithms and Theory for Supervised Gradual Domain Adaptation Jing Dong Shiji Zhou Baoxiang Wang Haiying Zhao OOD 168 9 0 25 Apr 2022
Cost-effective Framework for Gradual Domain Adaptation with MultifidelityNeural Networks (NN), 2022 Shogo Sagawa H. Hino CLL 212 6 0 09 Feb 2022
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 636 5,004 0 17 Feb 2017