Florian Bordes

37 papers A* 8C 1Journal 26Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice. CoRR Shuming Liu, Mingchen Zhuge, Changsheng Zhao, Jun Chen, Lemeng Wu, Zechun Liu, Chenchen Zhu, Zhipeng Cai, Chong Zhou, Haozhe Liu, Ernie Chang, Saksham Suri, Hongyu Xu, Qi Qian, Wei Wen, Balakrishnan Varadarajan, Zhuang Liu, Hu Xu, Florian Bordes, Raghuraman Krishnamoorthi, Bernard Ghanem, Vikas Chandra, Yunyang Xiong
2025	J	`jnl`	Eval Factsheets: A Structured Framework for Documenting AI Evaluations. CoRR Florian Bordes, Candace Ross, Justine T. Kao, Evangelia Spiliopoulou, Adina Williams
2025	A*	`conf`	Improving the Scaling Laws of Synthetic Data with Deliberate Practice. ICML Reyhane Askari Hemmat, Mohammad Pezeshki, Elvis Dohmatob, Florian Bordes, Pietro Astolfi, Melissa Hall, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano
2025	J	`jnl`	Improving the Scaling Laws of Synthetic Data with Deliberate Practice. CoRR Reyhane Askari Hemmat, Mohammad Pezeshki, Elvis Dohmatob, Florian Bordes, Pietro Astolfi, Melissa Hall, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano
2025	J	`jnl`	IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments. CoRR Florian Bordes, Quentin Garrido, Justine T. Kao, Adina Williams, Michael Rabbat, Emmanuel Dupoux
2025	A*	`conf`	LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. ICML Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra
2025	J	`jnl`	Measuring Déjà vu Memorization Efficiently. CoRR Narine Kokhlikyan, Bargav Jayaraman, Florian Bordes, Chuan Guo, Kamalika Chaudhuri
2025	J	`jnl`	Object-centric Binding in Contrastive Language-Image Pretraining. CoRR Rim Assouel, Pietro Astolfi, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano
2025	J	`jnl`	What's in Common? Multimodal Models Hallucinate When Reasoning Across Scenes. CoRR Candace Ross, Florian Bordes, Adina Williams, Polina Kirichenko, Mark Ibrahim
2024	A*	`conf`	A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions. CVPR Jack Urbanek, Florian Bordes, Pietro Astolfi, Mary Williamson, Vasu Sharma, Adriana Romero-Soriano
2024	J	`jnl`	An Introduction to Vision-Language Modeling. CoRR 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
2024	J	`jnl`	Feedback-guided Data Synthesis for Imbalanced Classification. Trans. Mach. Learn. Res. Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano
2024	J	`jnl`	LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. CoRR Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J. Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra
2024	A*	`conf`	Measuring Dejavu Memorization Efficiently. NeurIPS Narine Kokhlikyan, Bargav Jayaraman, Florian Bordes, Chuan Guo, Kamalika Chaudhuri
2024	A*	`conf`	Stochastic positional embeddings improve masked image modeling. ICML Amir Bar, Florian Bordes, Assaf Shocher, Mido Assran, Pascal Vincent, Nicolas Ballas, Trevor Darrell, Amir Globerson, Yann LeCun
2023	J	`jnl`	A Cookbook of Self-Supervised Learning. CoRR Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari Morcos, Shashank Shekhar, Tom Goldstein, Florian Bordes, Adrien Bardes, Grégoire Mialon, Yuandong Tian, Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, Micah Goldblum
2023	J	`jnl`	A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions. CoRR Jack Urbanek, Florian Bordes, Pietro Astolfi, Mary Williamson, Vasu Sharma, Adriana Romero-Soriano
2023	J	`jnl`	A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation. CoRR Florian Bordes, Samuel Lavoie, Randall Balestriero, Nicolas Ballas, Pascal Vincent
2023	A*	`conf`	Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning. NeurIPS Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo
2023	J	`jnl`	Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning. CoRR Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo
2023	J	`jnl`	Feedback-guided Data Synthesis for Imbalanced Classification. CoRR Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano
2023	J	`jnl`	Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning. Trans. Mach. Learn. Res. Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent
2023	J	`jnl`	Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations. CoRR Shashank Shekhar, Florian Bordes, Pascal Vincent, Ari Morcos
2023	A*	`conf`	PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning. NeurIPS Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari Morcos
2023	J	`jnl`	PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning. CoRR Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari S. Morcos
2023	J	`jnl`	Predicting masked tokens in stochastic locations improves masked image modeling. CoRR Amir Bar, Florian Bordes, Assaf Shocher, Mahmoud Assran, Pascal Vincent, Nicolas Ballas, Trevor Darrell, Amir Globerson, Yann LeCun
2023	A*	`conf`	The hidden uniform cluster prior in self-supervised learning. ICLR Mido Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Nicolas Ballas
2023	J	`jnl`	Towards Democratizing Joint-Embedding Self-Supervised Learning. CoRR Florian Bordes, Randall Balestriero, Pascal Vincent
2022	J	`jnl`	Guillotine Regularization: Improving Deep Networks Generalization by Removing their Head. CoRR Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent
2022	J	`jnl`	High Fidelity Visualization of What Your Self-Supervised Representation Knows About. Trans. Mach. Learn. Res. Florian Bordes, Randall Balestriero, Pascal Vincent
2022	—	`conf`	Masked Siamese Networks for Label-Efficient Learning. ECCV (31) Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Mike Rabbat, Nicolas Ballas
2022	J	`jnl`	Masked Siamese Networks for Label-Efficient Learning. CoRR Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael G. Rabbat, Nicolas Ballas
2022	J	`jnl`	The Hidden Uniform Cluster Prior in Self-Supervised Learning. CoRR Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Nicolas Ballas
2021	J	`jnl`	High Fidelity Visualization of What Your Self-Supervised Representation Knows About. CoRR Florian Bordes, Randall Balestriero, Pascal Vincent
2017	—	`conf`	Learning to Generate Samples from Noise through Infusion Training. ICLR (Poster) Florian Bordes, Sina Honari, Pascal Vincent
2017	J	`jnl`	Learning to Generate Samples from Noise through Infusion Training. CoRR Florian Bordes, Sina Honari, Pascal Vincent
2016	C	`conf`	Implementation Guidelines for Image Processing with Convolutional Neural Networks. MoMM Florian Bordes, Erich Schikuta