Amin Mansouri

According to our database, Amin Mansouri authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Symbolic Autoencoding for Self-Supervised Sequence Learning.

Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West

CoRR, 2024

On Provable Length and Compositional Generalization.

Kartik Ahuja, Amin Mansouri

CoRR, 2024

Object centric architectures enable efficient causal representation learning.

Amin Mansouri, Jason S. Hartford, Yan Zhang, Yoshua Bengio

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multi-Domain Causal Representation Learning via Weak Distributional Invariances.

Kartik Ahuja, Amin Mansouri, Yixin Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Reusable Slotwise Mechanisms.

Trang Nguyen, Amin Mansouri, Kanika Madan, Khuong Nguyen, Kartik Ahuja, Dianbo Liu, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023