Publications

Kai Wittenmayer, Sukrut Rao, Amin Parchami-Araghi, Bernt Schiele, Jonas Fischer. Insight: Interpretable Semantic Hierarchies in Vision-Language Encoders. arXiv, 2026.

Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer, Bernt Schiele. FaCT: Faithful Concept Traces for Explaining Neural Network Decisions. NeurIPS, 2025.

Amin Parchami-Araghi*, Moritz Böhle*, Sukrut Rao*, Bernt Schiele. Good Teachers Explain: Explanation-Enhanced Knowledge Distillation. ECCV, 2024.

DOI arXiv Paper Code Poster Video

Sukrut Rao*, Moritz Böhle*, Amin Parchami-Araghi, Bernt Schiele. Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV, 2023.

DOI arXiv Paper Code Poster Video