Publications
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding.
Ahmed Masry,
Juan A. Rodriguez,
Tianyu Zhang,
Suyuchen Wang,
Chao Wang,
Aarash Feizi,
Akshay Kalkunte,
Abhay Puri,
Xiangru Jian,
Pierre-André Noël,
Sathwik Madhusudhan,
Marco Pedersoli,
Bang Liu,
Nicolas Chapados,
Yoshua Bengio,
Enamul Hoque Prince ,
Christopher Pal,
Issam H. Laradji,
David Vazquez,
Perouz Taslakian,
Spandana Gella,
Sai Rajeswar Mudumba. At
Workshop at the International Conference of Learning Representation (ICLR),
2025.
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks.
Juan A. Rodriguez,
Xiangru Jian,
Siba Smarak Panigrahi,
Tianyu Zhang,
Aarash Feizi,
Abhay Puri,
Akshay Kalkunte,
Francois Savard,
Ahmed Masry,
Shravan Nayak,
Rabiul Awal,
Mahsa Massoud,
Amirhossein Abaskohi,
Zichao Li,
Suyuchen Wang,
Pierre-André Noël,
Mats L. Richter,
Saverio Vadacchino,
Shubham Agarwal,
Sanket Biswas,
Sara Shanian,
Ying Zhang,
Sathwik Tejaswi Madhusudhan,
João Monteiro,
Krishnamurthy (Dj) Dvijotham,
Torsten Scholak,
Nicolas Chapados,
Sepideh Kharaghani,
Sean Hughes,
Tamer Özsu,
Siva Reddy,
Marco Pedersoli,
Yoshua Bengio,
Christopher Pal,
Issam H. Laradji,
Spandana Gella,
Perouz Taslakian,
David Vazquez,
Sai Rajeswar Mudumba. At
International Conference of Learning Representations (ICLR),
2025.
Tackling Climate Change with Machine Learning.
David Rolnick,
Priya L. Donti,
Lynn H. Kaack,
Kelly Kochanski,
Alexandre Lacoste,
Kris Sankaran,
Andrew Slavin Ross,
Nikola Milojevic-Dupont,
Natasha Jaques,
Anna Waldman-Brown,
Alexandra Luccioni,
Tegan Maharaj,
S. Karthik Mukkavilli,
Konrad P. Kording,
Carla Gomes,
Andrew Y. Ng,
Demis Hassabis,
John C. Platt,
Felix Creutzig,
Jennifer Chayes,
Yoshua Bengio,
Evan D. Sherwin. At
ACM Computing Surveys,
2022.
Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning.
Nan Rosemary Ke,
Aniket Didolkar,
Sarthak Mittal,
Anirudh Goyal,
Guillaume Lajoie,
Danilo Rezende,
Yoshua Bengio,
Christopher Pal,
Stefan Bauer ,
Michael C. Mozer. At
Conference on Neural Information Processing Systems (NeurIPS),
2021.
Predicting Infectiousness for Proactive Contact Tracing.
Yoshua Bengio,
Prateek Gupta,
Tegan Maharaj,
Nasim Rahaman,
Martin Weiss,
Tristan Deleu,
Eilif Benjamin Muller,
Meng Qu,
victor schmidt,
Pierre-luc St-charles,
hannah alsdurf,
Olexa Bilaniuk,
david buckeridge,
gaetan caron,
pierre luc carrier,
Joumana Ghosn,
satya ortiz gagne,
Christopher Pal,
Irina Rish,
Bernhard Schölkopf,
abhinav sharma,
Jian Tang. At
International Conference on Learning Representations (ICLR),
2021.
Tackling Climate Change with Machine Learning.
David Rolnick,
Priya L. Donti,
Lynn H. Kaack,
Kelly Kochanski,
Alexandre Lacoste,
Kris Sankaran,
Andrew Slavin Ross,
Nikola Milojevic-Dupont,
Natasha Jaques,
Anna Waldman-Brown,
Alexandra Luccioni,
Tegan Maharaj,
S. Karthik Mukkavilli,
Konrad P. Kording,
Carla Gomes,
Andrew Y. Ng,
Demis Hassabis,
John C. Platt,
Felix Creutzig,
Jennifer Chayes,
Yoshua Bengio,
Evan D. Sherwin. At
Workshop at the Neural Information Processing Systems (NeurIPS),
2019.
Deep Complex Networks.
Chiheb Trabelsi,
Olexa Bilaniuk,
Ying Zhang,
Dmitriy Serdyuk,
Sandeep Subramanian,
João Felipe Santos,
Soroush Mehri,
Negar Rostamzadeh,
Yoshua Bengio,
Christopher Pal. At
International Conference on Learning Representations (ICLR),
2018.