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Pascal Vincent

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WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models

Nov 27, 2023
Youssef Benchekroun, Megi Dervishi, Mark Ibrahim, Jean-Baptiste Gaya, Xavier Martinet, Grégoire Mialon, Thomas Scialom, Emmanuel Dupoux, Dieuwke Hupkes, Pascal Vincent

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Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations

Nov 15, 2023
Cian Eastwood, Julius von Kügelgen, Linus Ericsson, Diane Bouchacourt, Pascal Vincent, Bernhard Schölkopf, Mark Ibrahim

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Motif: Intrinsic Motivation from Artificial Intelligence Feedback

Sep 29, 2023
Martin Klissarov, Pierluca D'Oro, Shagun Sodhani, Roberta Raileanu, Pierre-Luc Bacon, Pascal Vincent, Amy Zhang, Mikael Henaff

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Discovering environments with XRM

Sep 28, 2023
Mohammad Pezeshki, Diane Bouchacourt, Mark Ibrahim, Nicolas Ballas, Pascal Vincent, David Lopez-Paz

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PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning

Aug 08, 2023
Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari S. Morcos

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Predicting masked tokens in stochastic locations improves masked image modeling

Jul 31, 2023
Amir Bar, Florian Bordes, Assaf Shocher, Mahmoud Assran, Pascal Vincent, Nicolas Ballas, Trevor Darrell, Amir Globerson, Yann LeCun

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Identifiability of Discretized Latent Coordinate Systems via Density Landmarks Detection

Jun 28, 2023
Vitória Barin-Pacela, Kartik Ahuja, Simon Lacoste-Julien, Pascal Vincent

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Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning

Apr 28, 2023
Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo

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Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations

Apr 25, 2023
Shashank Shekhar, Florian Bordes, Pascal Vincent, Ari Morcos

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