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Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation
Arxiv
0+阅读 · 4月1日
Domain Adaptation Under MNAR Missingness
Arxiv
0+阅读 · 4月1日
Mitigating Covariate Shift in Imitation Learning for Autonomous Vehicles Using Latent Space Generative World Models
Arxiv
0+阅读 · 3月31日
Robust Offline Imitation Learning Through State-level Trajectory Stitching
Arxiv
0+阅读 · 3月28日
TAR: Teacher-Aligned Representations via Contrastive Learning for Quadrupedal Locomotion
Arxiv
0+阅读 · 3月26日
Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models
Arxiv
0+阅读 · 3月14日
Robot Policy Transfer with Online Demonstrations: An Active Reinforcement Learning Approach
Arxiv
0+阅读 · 3月17日
Efficient Inference for Covariate-adjusted Bradley-Terry Model with Covariate Shift
Arxiv
0+阅读 · 3月24日
Transfer Learning in Latent Contextual Bandits with Covariate Shift Through Causal Transportability
Arxiv
0+阅读 · 2月27日
Self-Supervised Data Generation for Precision Agriculture: Blending Simulated Environments with Real Imagery
Arxiv
0+阅读 · 2月25日
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
Arxiv
0+阅读 · 2月25日
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
Arxiv
0+阅读 · 2月3日
Optimal Algorithms in Linear Regression under Covariate Shift: On the Importance of Precondition
Arxiv
0+阅读 · 2月13日
Efficient and Provable Algorithms for Covariate Shift
Arxiv
0+阅读 · 2月21日
DisCoPatch: Batch Statistics Are All You Need For OOD Detection, But Only If You Can Trust Them
Arxiv
0+阅读 · 1月14日
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