Publications

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2025

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 Suresh, Abhay Puri, Xiangru Jian, Pierre-Andr'e Noel, Sathwik Tejaswi Madhusudhan, M. Pedersoli, Bang Liu, Nicolas Chapados, Y. Bengio, Enamul Hoque, Christopher Pal, I. Laradji, David Vázquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
(2025)
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2024

BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks

Juan Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte, Franccois Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-Andre Noel, M. L. Richter, Saverio Vadacchino, Shubbam Agarwal, Sanket Biswas, Sara Shanian, Ying Zhang, Noah Bolger, Kurt MacDonald, Simon Fauvel, Sathwik Tejaswi, Srinivas Sunkara, João Monteiro, K. Dvijotham, Torsten Scholak, Nicolas Chapados, Sepideh Kharagani, Sean Hughes, M. Ozsu, Siva Reddy, M. Pedersoli, Y. Bengio, Christopher Pal, I. Laradji, Spandanna Gella, Perouz Taslakian, David Vázquez, Sai Rajeswar
(2024)
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2023

Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets

D. Beaini, Shenyang Huang, Joao Alex Cunha, Gabriela Moisescu-Pareja, Oleksandr Dymov, Sam Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Muller, Jama Hussein Mohamud, Alipanah Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Ioannis Koutis, M. Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Thérence Bois, Andrew W. Fitzgibbon, Bla.zej Banaszewski, Chad Martin, Dominic Masters
International Conference on Learning Representations (2023)

Party Prediction for Twitter

Kellin Pelrine, Anne Imouza, Zachary Yang, Jacob-Junqi Tian, Sacha L'evy, Gabrielle Desrosiers-Brisebois, Aarash Feizi, C'ecile Amadoro, A. Blais, J. Godbout, Reihaneh Rabbany
International Conference on Web and Social Media (2023)
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2022

Adversarial Policies Beat Superhuman Go AIs

T. T. Wang, A. Gleave, Nora Belrose, Tom Tseng, Joseph Miller, Kellin Pelrine, Michael Dennis, Yawen Duan, V. Pogrebniak, S. Levine, Stuart Russell
International Conference on Machine Learning (2022)
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2021

Online Partisan Polarization of COVID-19

Zachary Yang, Anne Imouza, Kellin Pelrine, Sacha Lévy, Jiewen Liu, Gabrielle Desrosiers-Brisebois, J. Godbout, A. Blais, Reihaneh Rabbany
2021 International Conference on Data Mining Workshops (ICDMW) (2021)
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2020

Scaling up Simhash

Rameshwar Pratap, Anup Anand Deshmukh, Pratheeksha Nair, Anirudh Ravi
Asian Conference on Machine Learning (2020)
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2019

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2018

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2017

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2015

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2014

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2013

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2012

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2011

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2010

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