Irit Chelly

4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) CVPR (1) ECCV (1) ICML (1)

Top co-authors

Oren Freifeld (4) Roy Uziel (2) Ari Pakman (2) David Rosen (1) Shira Ifergane (1) Dor Litvak (1) Shahaf E. Finder (1) Vlad Winter (1)

Keywords

unsupervised learning (1) subspace learning (1) motion estimation (1) video frame (1) video alignment (1) background modeling (1) background model (1) joint alignment (1) local subspace (1) foreground separation (1) moving camera (1)

Papers

Consistent Amortized Clustering via Generative Flow Networks AISTATS 2025

Clustering via Self-Supervised Diffusion ICML 2025

Trainable Highly-expressive Activation Functions ECCV 2024

JA-POLS: A Moving-Camera Background Model via Joint Alignment and Partially-Overlapping Local Subspaces CVPR 2020