Amin Mansouri

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AISTATS (1) ICLR (1) NeurIPS (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)

Research topics

Machine Learning (3) Core Methods (3) Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Knowledge & Reasoning (1) Analysis (1) Application Areas (1) Architectures (1) Learning Types (1) Reasoning (1)

Keywords

causal representation learning (2) future prediction (1) scene representation (1) out-of-distribution generalization (1) latent variable (1) object-centric learning (1) slot attention (1) multi-domain learning (1) distributional invariance (1) object dynamics (1) visual question answering (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 NeurIPS 2023