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Amin Mansouri
Amin Mansouri
MSc Student, Mila
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
Multi-Domain Causal Representation Learning via Weak Distributional Invariances
K Ahuja*, A Mansouri*, Y Wang
AISTATS 2024, 2023
62023
Object-centric causal representation learning
A Mansouri, J Hartford, K Ahuja, Y Bengio
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022
62022
Reusable Slotwise Mechanisms
T Nguyen, A Mansouri, K Madan, K Nguyen, K Ahuja, D Liu, Y Bengio
Thirty-seventh Conference on Neural Information Processing Systems, 2023
22023
Symbolic Autoencoding for Self-Supervised Sequence Learning
MH Amani, A Mansouri*, NM Baldwin*, M Josifoski, M Peyrard, R West
arXiv preprint arXiv:2402.10575, 2024
2024
On Provable Length and Compositional Generalization
K Ahuja, A Mansouri
arXiv preprint arXiv:2402.04875, 2024
2024
Object-centric architectures enable efficient causal representation learning
A Mansouri, J Hartford, Y Zhang, Y Bengio
International Conference on Learning Representations, 2023
2023
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 Workshop on Uncertainty and Robustness in Deep Learning, 2021
2021
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