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Amin Mansouri
Amin Mansouri
AI Researcher
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
Object-centric architectures enable efficient causal representation learning
A Mansouri, J Hartford, Y Zhang, Y Bengio
ICLR 2024, 2024
23*2024
Multi-Domain Causal Representation Learning via Weak Distributional Invariances
K Ahuja*, A Mansouri*, Y Wang
AISTATS 2024, 865-873, 2024
132024
On Provable Length and Compositional Generalization
K Ahuja, A Mansouri
ICLR 2024 ME-FoMo workshop, and ICML TF2M workshop, 2024
82024
Reusable Slotwise Mechanisms
T Nguyen, A Mansouri, K Madan, K Nguyen, K Ahuja, D Liu, Y Bengio
NeurIPS 2023, 2023
42023
Symbolic Autoencoding for Self-Supervised Sequence Learning
MH Amani, A Mansouri*, NM Baldwin*, M Josifoski, M Peyrard, R West
ICML 2024 workshop on Differentiable Almost Everything, 2024
2024
Toward Causal Representation and Structure Learning
A Mansouri
https://doi.org/1866/32350, 2023
2023
Identifying Invariant and Sparse Predictors in High-dimensional Data
A Mansouri, S Spinney, A Memarian, P Conrod, I Rish
ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, 2021
2021
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