Amin Mansouri

3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

Conferences

AISTATS (1) ICLR (1) NIPS (1)

Top co-authors

Kartik Ahuja (2) Yoshua Bengio (2) Yan Zhang (1) Khuong Duy Nguyen (1) Kanika Madan (1) Trang Nguyen (1) Jason Hartford (1) Yixin Wang (1) Dianbo Liu (1)

Keywords

visual question answering (1) future prediction (1) scene representation (1) out-of-distribution generalization (1) latent variable (1) causal representation learning (1) multi-domain learning (1) distributional invariance (1) object dynamics (1) slotwise mechanism (1)

Papers

Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024

Object centric architectures enable efficient causal representation learning ICLR 2024

Reusable Slotwise Mechanisms NIPS 2023