Upcoming Talks
• Keynote at the P13N: Personalization in Generative AI Workshop at ICCV'25 (Hawaii)
• Keynote at the Explainable Computer Vision: Quo Vadis? Workshop at ICCV'25 (Hawaii)
• CS Colloquium, Tel-Aviv University ("Towards Generative Models that Understand the Visual World")
Recorded Talks
All Things ViTs: Understanding and Interpreting Attention in Vision
Computer Vision and Pattern Recognition (CVPR) tutorial (joint with Sayak Paul)
2023
This tutorial focuses on understanding and interpreting attention in the vision and the multi-modal setting. We present state-of-the-art research on representation probing, interpretability, and attention-based semantic guidance, alongside hands-on demos to facilitate interactivity.
Transformer Explainability Beyond Accountability
Columbia University Vision Seminar
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-image Diffusion Models
Microsoft Data Science Bond