2025 Poster "covariate shift" Papers
9 papers found
$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
Lin Zhu, Yifeng Yang, Xinbing Wang et al.
NeurIPS 2025poster
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
Shange Tang, Jiayun Wu, Jianqing Fan et al.
ICLR 2025posterarXiv:2412.14474
1
citations
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
Lukas Rauch, Raphael Schwinger, Moritz Wirth et al.
ICLR 2025posterarXiv:2403.10380
18
citations
DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection
Francisco Caetano, Christiaan Viviers, Luis Zavala-Mondragón et al.
ICCV 2025posterarXiv:2501.08005
Estimating Model Performance Under Covariate Shift Without Labels
Jakub Białek, Juhani Kivimäki, Wojciech Kuberski et al.
NeurIPS 2025posterarXiv:2401.08348
5
citations
Graph Data Selection for Domain Adaptation: A Model-Free Approach
Ting-Wei Li, Ruizhong Qiu, Hanghang Tong
NeurIPS 2025posterarXiv:2505.17293
4
citations
Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift
Zhen Zhang, Xin Liu, Shaoli Wang et al.
ICLR 2025posterarXiv:2506.23453
1
citations
Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift
Kaizheng Wang
NeurIPS 2025posterarXiv:2302.10160
14
citations
Quantifying Uncertainty in the Presence of Distribution Shifts
Yuli Slavutsky, David Blei
NeurIPS 2025posterarXiv:2506.18283
1
citations