Rim Assouel

According to our database, Rim Assouel authored at least 9 papers between 2018 and 2025.

Collaborative distances:

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

2025

Visual symbolic mechanisms: Emergent symbol processing in vision language models.

Rim Assouel, Declan Campbell, Taylor W. Webb

CoRR, June, 2025

Object-centric Binding in Contrastive Language-Image Pretraining.

Rim Assouel, Pietro Astolfi, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano

CoRR, February, 2025

The BrowserGym Ecosystem for Web Agent Research.

Thibault Le Sellier de Chezelles, Maxime Gasse, Alexandre Lacoste, Massimo Caccia, Alexandre Drouin, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Graham Neubig, Quentin Cappart, Russ Salakhutdinov, Nicolas Chapados

Trans. Mach. Learn. Res., 2025

Action abstractions for amortized sampling.

Oussama Boussif, Léna Néhale Ezzine, Joseph D. Viviano, Michal Koziarski, Moksh Jain, Nikolay Malkin, Emmanuel Bengio, Rim Assouel, Yoshua Bengio

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

An Introduction to Vision-Language Modeling.

Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra

CoRR, 2024

2023

OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning.

Rim Assouel, Pau Rodríguez, Perouz Taslakian, David Vázquez, Yoshua Bengio

CoRR, 2023

2022

VIM: Variational Independent Modules for Video Prediction.

Rim Assouel, Lluís Castrejón, Aaron C. Courville, Nicolas Ballas, Yoshua Bengio

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2020

Image-to-image Mapping with Many Domains by Sparse Attribute Transfer.

Matthew Amodio, Rim Assouel, Victor Schmidt, Tristan Sylvain, Smita Krishnaswamy, Yoshua Bengio

CoRR, 2020

2018

DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation.

Rim Assouel, Mohamed Ahmed, Marwin H. S. Segler, Amir Saffari, Yoshua Bengio

CoRR, 2018