Piotr Bojanowski

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 76

Top Venues

CoRR

ICCV

CVPR

ICML

École Normale Supérieure, Paris, France (PHD)

Education History

École Normale Supérieure, Paris, France

PHD

Publications

Théo Moutakanni, Piotr Bojanowski, Guillaume Chassagnon, Céline Hudelot, Armand Joulin, Yann LeCun, Matthew Muckley, Maxime Oquab, Marie-Pierre Revel, Maria Vakalopoulou
Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning. CoRR (2024)
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. 2024 (2024)
Huy Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. CoRR (2024)
Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski
Vision Transformers Need Registers. ICLR (2024)
Théo Moutakanni, Maxime Oquab, Marc Szafraniec, Maria Vakalopoulou, Piotr Bojanowski
You Don't Need Data-Augmentation in Self-Supervised Learning. CoRR (2024)
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
DINOv2: Learning Robust Visual Features without Supervision. CoRR (2023)
Mido Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Nicolas Ballas
The hidden uniform cluster prior in self-supervised learning. ICLR (2023)
Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Yann LeCun, Nicolas Ballas
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture. CoRR (2023)
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Alessandro Lazaric, Karteek Alahari
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping. CoRR (2023)
Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
Co-training 2L Submodels for Visual Recognition. CVPR (2023)
Jamie Tolan, Hung-I Yang, Ben Nosarzewski, Guillaume Couairon, Huy Vo, John Brandt, Justine Spore, Sayantan Majumdar, Daniel Haziza, Janaki Vamaraju, Theo Moutakani, Piotr Bojanowski, Tracy Johns, Brian White, Tobias Tiecke, Camille Couprie
Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar. CoRR (2023)
Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Yann LeCun, Nicolas Ballas
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture. CVPR (2023)
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski
Vision Transformers Need Registers. CoRR (2023)
Lina Mezghani, Piotr Bojanowski, Karteek Alahari, Sainbayar Sukhbaatar
Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions. CoRR (2023)
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Alessandro Lazaric, Karteek Alahari
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping. CoRL (2022)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael G. Rabbat, Nicolas Ballas
Masked Siamese Networks for Label-Efficient Learning. CoRR (2022)
Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision. CoRR (2022)
Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael G. Rabbat, Nicolas Ballas
The Hidden Uniform Cluster Prior in Self-Supervised Learning. CoRR (2022)
Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
Submodels for Visual Recognition. CoRR (2022)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Mike Rabbat, Nicolas Ballas
Masked Siamese Networks for Label-Efficient Learning. ECCV (31) (2022)
Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril, Oleksandr Maksymets, Dhruv Batra, Piotr Bojanowski, Karteek Alahari
Memory-Augmented Reinforcement Learning for Image-Goal Navigation. IROS (2022)
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave
Unsupervised Dense Information Retrieval with Contrastive Learning. Trans. Mach. Learn. Res. 2022 (2022)
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Karteek Alahari
Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision. CoRR (2022)
Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
XCiT: Cross-Covariance Image Transformers. NeurIPS (2021)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael G. Rabbat
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples. ICCV (2021)
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Emerging Properties in Self-Supervised Vision Transformers. ICCV (2021)
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
XCiT: Cross-Covariance Image Transformers. CoRR (2021)
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski
Self-supervised Pretraining of Visual Features in the Wild. CoRR (2021)
Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril, Oleksandr Maksymets, Dhruv Batra, Piotr Bojanowski, Karteek Alahari
Memory-Augmented Reinforcement Learning for Image-Goal Navigation. CoRR (2021)
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Piotr Bojanowski, Armand Joulin, Gabriel Synnaeve, Hervé Jégou
Augmenting Convolutional networks with attention-based aggregation. CoRR (2021)
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael G. Rabbat
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples. CoRR (2021)
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
Emerging Properties in Self-Supervised Vision Transformers. CoRR (2021)
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
ResMLP: Feedforward networks for image classification with data-efficient training. CoRR (2021)
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave
Towards Unsupervised Dense Information Retrieval with Contrastive Learning. CoRR (2021)
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments. CoRR (2020)
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments. NeurIPS (2020)
Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam, Armand Joulin, Piotr Bojanowski
Learning to Visually Navigate in Photorealistic Environments Without any Supervision. CoRR (2020)
Mathilde Caron, Ari Morcos, Piotr Bojanowski, Julien Mairal, Armand Joulin
Pruning Convolutional Neural Networks with Self-Supervision. CoRR (2020)
Mathilde Caron, Piotr Bojanowski, Julien Mairal, Armand Joulin
Unsupervised Pre-Training of Image Features on Non-Curated Data. ICCV (2019)
Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri
Misspelling Oblivious Word Embeddings. NAACL-HLT (1) (2019)
Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, Armand Joulin
Adaptive Attention Span in Transformers. ACL (1) (2019)
Edouard Grave, Sainbayar Sukhbaatar, Piotr Bojanowski, Armand Joulin
Training Hybrid Language Models by Marginalizing over Segmentations. ACL (1) (2019)
Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri
Misspelling Oblivious Word Embeddings. CoRR (2019)
Mathilde Caron, Piotr Bojanowski, Julien Mairal, Armand Joulin
Leveraging Large-Scale Uncurated Data for Unsupervised Pre-training of Visual Features. CoRR (2019)
Piotr Bojanowski, Onur Celebi, Tomás Mikolov, Edouard Grave, Armand Joulin
Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment. CoRR (2019)
Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, Armand Joulin
Adaptive Attention Span in Transformers. CoRR (2019)
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien
Learning from Narrated Instruction Videos. IEEE Trans. Pattern Anal. Mach. Intell. 40 (9) (2018)
Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
Optimizing the Latent Space of Generative Networks. ICML (2018)
Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
Colorless Green Recurrent Networks Dream Hierarchically. NAACL-HLT (2018)
Edouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, Tomás Mikolov
Learning Word Vectors for 157 Languages. CoRR (2018)
Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
Colorless green recurrent networks dream hierarchically. CoRR (2018)
Armand Joulin, Piotr Bojanowski, Tomás Mikolov, Hervé Jégou, Edouard Grave
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. EMNLP (2018)
Edouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, Tomás Mikolov
Learning Word Vectors for 157 Languages. LREC (2018)
Tomás Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, Armand Joulin
Advances in Pre-Training Distributed Word Representations. LREC (2018)
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze
Deep Clustering for Unsupervised Learning of Visual Features. CoRR (2018)
Armand Joulin, Piotr Bojanowski, Tomás Mikolov, Edouard Grave
Improving Supervised Bilingual Mapping of Word Embeddings. CoRR (2018)
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze
Deep Clustering for Unsupervised Learning of Visual Features. ECCV (14) (2018)
Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomás Mikolov
Enriching Word Vectors with Subword Information. Trans. Assoc. Comput. Linguistics 5 (2017)
Tomás Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, Armand Joulin
Advances in Pre-Training Distributed Word Representations. CoRR (2017)
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic
Learning from Video and Text via Large-Scale Discriminative Clustering. ICCV (2017)
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic
Learning from Video and Text via Large-Scale Discriminative Clustering. CoRR (2017)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Maximilian Nickel, Tomás Mikolov
Fast Linear Model for Knowledge Graph Embeddings. AKBC@NIPS (2017)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Maximilian Nickel, Tomás Mikolov
Fast Linear Model for Knowledge Graph Embeddings. CoRR (2017)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomás Mikolov
Bag of Tricks for Efficient Text Classification. EACL (2) (2017)
Piotr Bojanowski, Armand Joulin
Unsupervised Learning by Predicting Noise. ICML (2017)
Moustapha Cissé, Piotr Bojanowski, Edouard Grave, Yann N. Dauphin, Nicolas Usunier
Parseval Networks: Improving Robustness to Adversarial Examples. ICML (2017)
Moustapha Cissé, Piotr Bojanowski, Edouard Grave, Yann N. Dauphin, Nicolas Usunier
Parseval Networks: Improving Robustness to Adversarial Examples. CoRR (2017)
Piotr Bojanowski, Armand Joulin
Unsupervised Learning by Predicting Noise. CoRR (2017)
Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
Optimizing the Latent Space of Generative Networks. CoRR (2017)
Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomás Mikolov
Enriching Word Vectors with Subword Information. CoRR (2016)
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien
Unsupervised Learning from Narrated Instruction Videos. CVPR (2016)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hervé Jégou, Tomás Mikolov
FastText.zip: Compressing text classification models. CoRR (2016)
Guillaume Seguin, Piotr Bojanowski, Rémi Lajugie, Ivan Laptev
Instance-Level Video Segmentation from Object Tracks. CVPR (2016)
Rémi Lajugie, Piotr Bojanowski, Philippe Cuvillier, Sylvain Arlot, Francis R. Bach
A weakly-supervised discriminative model for audio-to-score alignment. ICASSP (2016)
Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomás Mikolov
Bag of Tricks for Efficient Text Classification. CoRR (2016)
Rémi Lajugie, Piotr Bojanowski, Sylvain Arlot, Francis R. Bach
Semidefinite and Spectral Relaxations for Multi-Label Classification. CoRR (2015)
Piotr Bojanowski, Armand Joulin, Tomás Mikolov
Alternative structures for character-level RNNs. CoRR (2015)
Piotr Bojanowski, Rémi Lajugie, Edouard Grave, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid
Weakly-Supervised Alignment of Video with Text. ICCV (2015)
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien
Learning from narrated instruction videos. CoRR (2015)
Piotr Bojanowski, Rémi Lajugie, Edouard Grave, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid
Weakly-Supervised Alignment of Video With Text. CoRR (2015)
Piotr Bojanowski, Rémi Lajugie, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic
Weakly Supervised Action Labeling in Videos Under Ordering Constraints. CoRR (2014)
Piotr Bojanowski, Rémi Lajugie, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic
Weakly Supervised Action Labeling in Videos under Ordering Constraints. ECCV (5) (2014)
Piotr Bojanowski, Francis R. Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic
Finding Actors and Actions in Movies. ICCV (2013)

Piotr Bojanowski.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Piotr Bojanowski