Publications
Global publication list for the lab.
2025
ReviewerToo: Should AI Join The Program Committee? A Look At The Future of Peer Review
Sahu, Gaurav and Larochelle, Hugo and Charlin, Laurent and Pal, Christopher
arXiv preprint arXiv:2510.08867
LitLLMs, LLMs for Literature Review: Are we there yet?
Agarwal*, Shubham and Sahu*, Gaurav and Puri*, Abhay and Laradji, Issam H and Dvijotham, Krishnamurthy Dj and Stanley, Jason and Charlin, Laurent and Pal, Christopher
Transactions on Machine Learning Research
Also appeared in: arXiv preprint arXiv:2412.15249
AInstein: Assessing the Feasibility of AI-Generated Approaches to Research Problems
Mishra*, Shambhavi and Sahu*, Gaurav and Pedersoli, Marco and Charlin, Laurent and Dolz, Jose and Pal, Christopher
Women in Machine Learning Workshop@ NeurIPS 2025
Also appeared in: arXiv preprint arXiv:2510.05432
2024
Self-evaluation and self-prompting to improve the reliability of LLMs
Piché, Alexandre and Milios, Aristides and Bahdanau, Dzmitry and Pal, Christopher
ICLR 2024 Workshop on Secure and Trustworthy Large Language Models
Llms can learn self-restraint through iterative self-reflection
Piché, Alexandre and Milios, Aristides and Bahdanau, Dzmitry and Pal, Chris
arXiv preprint arXiv:2405.13022
2018
Unsupervised depth estimation, 3d face rotation and replacement
Moniz, Joel Ruben Antony and Beckham, Christopher and Rajotte, Simon and Honari, Sina and Pal, Chris
Advances in neural information processing systems
2017
Deep Convolutional Networks with Non-convolutional Recurrent Memory for Structured Prediction
Moniz, Joel Ruben Antony and Pal, Christopher
Workshop on Deep Structured Prediction, ICML 2017
2016
Convolutional residual memory networks
Moniz, Joel and Pal, Christopher
arXiv preprint arXiv:1606.05262
Unknown
Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards
Lara, Luis and Luo, Zhihao and Milios, Aristides and Sharma, Aditya and Luo, Ge Ya and Beckham, Christopher and Golemo, Florian and Pal, Christopher
UrbanAI: Harnessing Artificial Intelligence for Smart Cities