Amin Mansouri

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Qualitative Models

Visual Representation

Top Venues

Publications

Kartik Ahuja, Amin Mansouri, Yixin Wang
Multi-Domain Causal Representation Learning via Weak Distributional Invariances. AISTATS (2024)
Amin Mansouri, Jason S. Hartford, Yan Zhang, Yoshua Bengio
Object centric architectures enable efficient causal representation learning. ICLR (2024)
Kartik Ahuja, Amin Mansouri
On Provable Length and Compositional Generalization. CoRR (2024)
Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West
Symbolic Autoencoding for Self-Supervised Sequence Learning. CoRR (2024)
Amin Mansouri, Jason S. Hartford, Yan Zhang, Yoshua Bengio
Object-centric architectures enable efficient causal representation learning. CoRR (2023)
Trang Nguyen, Amin Mansouri, Kanika Madan, Khuong Nguyen, Kartik Ahuja, Dianbo Liu, Yoshua Bengio
Reusable Slotwise Mechanisms. CoRR (2023)
Kartik Ahuja, Amin Mansouri, Yixin Wang
Multi-Domain Causal Representation Learning via Weak Distributional Invariances. CoRR (2023)
Trang Nguyen, Amin Mansouri, Kanika Madan, Khuong Nguyen, Kartik Ahuja, Dianbo Liu, Yoshua Bengio
Reusable Slotwise Mechanisms. NeurIPS (2023)