"distribution shift adaptation" Papers

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Exploring and Leveraging Class Vectors for Classifier Editing

Jaeik Kim, Jaeyoung Do

NEURIPS 2025arXiv:2510.11268

Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis

Hongyu Sun, Qiuhong Ke, Ming Cheng et al.

CVPR 2025arXiv:2503.12150

Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations

Yupei Yang, Biwei Huang, Fan Feng et al.

ICLR 2025arXiv:2407.20651

Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation

Yu-Yang Qian, Peng Zhao, Yu-Jie Zhang et al.

Evaluation of Test-Time Adaptation Under Computational Time Constraints

Motasem Alfarra, Hani Itani, Alejandro Pardo et al.

ICML 2024arXiv:2304.04795

Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition

Yuke Li, Guangyi Chen, Ben Abramowitz et al.

ICML 2024oralarXiv:2402.12706

Unsupervised, Online and On-The-Fly Anomaly Detection For Non-Stationary Image Distributions

Declan GD McIntosh, Alexandra Branzan Albu