Projects | Open Source Science

Projects

Updated 9 months ago

bayesvlm • Science 54%

Code for Post-hoc Probabilistic Vision-Language Models

active-learning bayesian-deep-learning clip siglip vision-language-models zero-shot-learning

Updated 9 months ago

understanding-clip-ood • Science 36%

Official code for the paper: "When and How Does CLIP Enable Domain and Compositional Generalization?" (ICML 2025 Spotlight)

clip interpretability machine-learning mechanistic-interpretability ood-generalization robustness vision-language-models