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Florian Bordes · SciRah

Researcher profile · Semantic Scholar

Florian Bordes

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Florian Bordes — researcher profile on SciRah

h-index: 12
Works: 19
Citations: 1,316

Most-cited papers

Masked Siamese Networks for Label-Efficient Learning
Mahmoud Assran, Mathilde Caron, Ishan Misra, P. Bojanowski +5 more
2022European Conference on Computer Vision456 citations Open access
Semantic Scholar
A Cookbook of Self-Supervised Learning
Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari S. Morcos +15 more
2023arXiv.org413 citations Open access
Semantic Scholar
High Fidelity Visualization of What Your Self-Supervised Representation Knows About
Florian Bordes, Randall Balestriero, P. Vincent
2021Trans. Mach. Learn. Res.83 citations
Semantic Scholar
The Hidden Uniform Cluster Prior in Self-Supervised Learning
Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes +5 more
2022International Conference on Learning Representations70 citations Open access
Semantic Scholar
IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments
Florian Bordes, Quentin Garrido, Justine T Kao, Adina Williams +2 more
2025arXiv.org50 citations
Semantic Scholar
Learning to Generate Samples from Noise through Infusion Training
Florian Bordes, S. Honari, P. Vincent
2017International Conference on Learning Representations45 citations
Semantic Scholar
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning
Florian Bordes, Shashank Shekhar, Mark Ibrahim, D. Bouchacourt +2 more
2023Neural Information Processing Systems42 citations Open access
Semantic Scholar
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning
Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes +1 more
2022Trans. Mach. Learn. Res.36 citations
Semantic Scholar
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
Casey Meehan, Florian Bordes, Pascal Vincent, K. Chaudhuri +1 more
2023Neural Information Processing Systems27 citations Open access
Semantic Scholar
Towards Democratizing Joint-Embedding Self-Supervised Learning
Florian Bordes, Randall Balestriero, P. Vincent
2023arXiv.org25 citations Open access
Semantic Scholar
Guillotine Regularization: Improving Deep Networks Generalization by Removing their Head
Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes +1 more
2022arXiv.org23 citations Open access
Semantic Scholar
Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations
Shashank Shekhar, Florian Bordes, P. Vincent, Ari S. Morcos
2023arXiv.org18 citations Open access
Semantic Scholar
Stochastic positional embeddings improve masked image modeling
Amir Bar, Florian Bordes, A. Shocher, Mido Assran +5 more
2023International Conference on Machine Learning12 citations
Semantic Scholar
Iteratively unveiling new regions of interest in Deep Learning models
Florian Bordes, T. Berthier, L. Jorio, P. Vincent +1 more
20188 citations
Semantic Scholar
A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation
Florian Bordes, Samuel Lavoie, Randall Balestriero, Nicolas Ballas +1 more
2023arXiv.org5 citations Open access
Semantic Scholar
Understanding contrastive versus reconstructive self-supervised learning of Vision Transformers
Shashank Shekhar, Florian Bordes, Pascal Vincent, Ari S. Morcos
20224 citations
Semantic Scholar
Evaluation of generative networks through their data augmentation capacity
Timothée Lesort, Florian Bordes, Jean-François Goudou, David Filliat
20183 citations
Semantic Scholar
Learning to sample from noise with deep generative models
Florian Bordes
20170 citations
Semantic Scholar
Implementation Guidelines for Image Processing with Convolutional Neural Networks
Florian Bordes, E. Schikuta
2016Advances in Mobile Multimedia0 citations
Semantic Scholar

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