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BayesCAL Public
The official implementation of Bayesian Cross-modal Alignment Learning for Few-Shot Out-of-Distribution Generalization (AAAI2023).
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DeltaEnergy Public
The official implementation of Delta Energy: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization (NeurIPS2025)
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InfoBound Public
The official implementation of InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection (T-PAMI 2025)
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CFSM Public
The official implementation of CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization (T-PAMI)
UpdatedSep 28, 2025 -
MaskST Public
[ICLR2025] The official implementation of Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models
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VLAD Public
The official implementation of Vision-Language Alignment Learning under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization (IJCV2024).
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CRoFT Public
The official implementation of CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection (ICML2024).
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