Ainkaran Santhirasekaram

2 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge

Conferences

MICCAI (1) NIPS (1)

Top co-authors

Ben Glocker (2) Fabio De Sousa Ribeiro (2) Tian Xia (1) Avinash Kori (1) Dominic C. Marshall (1) Raghav Mehta (1) Francesca Toni (1) Mélanie Roschewitz (1) Francesco Locatello (1)

Keywords

unsupervised learning (1) representation learning (1) probabilistic modeling (1) generative model (1) mixture model (1) object-centric learning (1) object-centric representation (1) slot attention (1) identifiability guarantee (1) mixture prior (1)

Papers

CF-Seg: Counterfactuals meet Segmentation MICCAI 2025

Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NIPS 2024