Repository containing the code for the Statistical Pattern Recognition exercises.

Official code for the paper "Selective Concept Bottleneck Models Without Predefined Concepts" (TMLR 2025)

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

Official code for the paper "Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models" (ICLR 2025 Oral)

EntityNet: Using Knowledge Graphs to harvest datasets for efficient CLIP model training

Official repo for the ADE-OoD benchmark.

Official repository for "Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond". Coming soon.

Official repository for "Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation"