PB
Piotr Bojanowski
cs.CVcs.LGcs.AIcs.CLcs.ROstat.MLeess.IVArtificial Intelligencebioinformaticscs.CR
On Valency
published · living versionsW_dby3ngaf·v1 · currentpublished
FastText.zip: Compressing text classification models
with Armand Joulin, Edouard Grave, Matthijs Douze, Hérve Jégou +1
1 version
Preprints & journals
62 papers in the corpus · 2014–2026Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning.42754575 · Moutakanni, Théo, Bojanowski, Piotr, Chassagnon, Guillaume et al.2026 · 4 citationsNature communications. 2026;17(1)
Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have2606.05107v1 · Elouan Gardes, Seung Eun Yi, Kartik Ahuja et al.2026 · 0 citationsarXiv
Misalignment Between Backpropagation and the Hierarchy of Brain Responses to Images2605.28693v1 · Jos'ephine Raugel, Maximilian Seitzer, Marc Szafraniec et al.2026 · 0 citationsarXiv
VGGT-$\Omega$2605.15195v1 · Jianyuan Wang, Minghao Chen, Shangzhan Zhang et al.2026 · 0 citationsarXiv
Efficient Universal Perception Encoder2603.22387v2 · Chenchen Zhu, Saksham Suri, Cijo Jose et al.2026 · 0 citationsarXiv
CHMv2: Improvements in Global Canopy Height Mapping using DINOv32603.06382v1 · John Brandt, Seungeun Yi, Jamie Tolan et al.2026 · 1 citationarXiv
Revisiting [CLS] and Patch Token Interaction in Vision Transformers2602.08626v1 · Alexis Marouani, Oriane Sim'eoni, Herv'e J'egou et al.2026 · 0 citationsarXiv
Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy.41460955 · Moutakanni, Théo, Couprie, Camille, Yi, Seungeun et al.2026 · 6 citationsPLoS computational biology. 2025;21(12):e1013828
Cluster and Predict Latent Patches for Improved Masked Image Modeling2502.08769v3 · Timoth'ee Darcet, Federico Baldassarre, Maxime Oquab et al.2025 · 0 citationsarXiv
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning2506.09985v1 · Mido Assran, Adrien Bardes, David Fan et al.2025 · 5 citationsarXiv
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment2412.16334v1 · Cijo Jose, Th'eo Moutakanni, Dahyun Kang et al.2024 · 36 citationsarXiv
You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning2406.09294v2 · Th'eo Moutakanni, Maxime Oquab, Marc Szafraniec et al.2024 · 3 citationsarXiv
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach2405.15613v2 · Huy V. Vo, Vasil Khalidov, Timoth'ee Darcet et al.2024 · 5 citationsarXiv
Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning2405.01469v1 · Th'eo Moutakanni, Piotr Bojanowski, Guillaume Chassagnon et al.2024 · 4 citationsarXiv
Vision Transformers Need Registers2309.16588v2 · Timoth'ee Darcet, Maxime Oquab, Julien Mairal et al.2023 · 54 citationsarXiv
DINOv2: Learning Robust Visual Features without Supervision2304.07193v2 · Maxime Oquab, Timoth'ee Darcet, Th'eo Moutakanni et al.2023 · 1,074 citationsarXiv
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar2304.07213v3 · Jamie Tolan, Hung-I Yang, Ben Nosarzewski et al.2023 · 374 citationsRemote Sensing of Environment 300, 113888, 2024
Unbiased single-cell morphology with self-supervised vision transformers10.1101/2023.06.16.545359v1 · Doron, M., Moutakanni, T., Chen, Z. S. et al.2023 · 46 citationsbioRxiv
Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions2304.11063v1 · Lina Mezghani, Piotr Bojanowski, Karteek Alahari et al.2023 · 2 citationsReincarnating Reinforcement Learning Workshop at ICLR 2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture2301.08243v3 · Mahmoud Assran, Quentin Duval, Ishan Misra et al.2023 · 411 citationsarXiv
ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training.36094972 · Touvron, Hugo, Bojanowski, Piotr, Caron, Mathilde et al.2023 · 814 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(4):5314-5321
Learning to Visually Navigate in Photorealistic Environments Without any Supervision2004.04954v1 · Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam et al.2020 · 13 citationsarXiv
Memory-Augmented Reinforcement Learning for Image-Goal Navigation2101.05181v5 · Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril et al.2021 · 56 citationsIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2022
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping2301.02099v1 · Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski et al.2023 · 4 citations6th Conference on Robot Learning (CoRL 2022)
Co-training $2^L$ Submodels for Visual Recognition2212.04884v1 · Hugo Touvron, Matthieu Cord, Maxime Oquab et al.2022 · 0 citationsarXiv
The Hidden Uniform Cluster Prior in Self-Supervised Learning2210.07277v1 · Mahmoud Assran, Randall Balestriero, Quentin Duval et al.2022 · 13 citationsarXiv
Unsupervised Dense Information Retrieval with Contrastive Learning2112.09118v4 · Gautier Izacard, Mathilde Caron, Lucas Hosseini et al.2021 · 151 citationsarXiv
Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision2206.11733v1 · Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski et al.2022 · 0 citationsarXiv
Masked Siamese Networks for Label-Efficient Learning2204.07141v1 · Mahmoud Assran, Mathilde Caron, Ishan Misra et al.2022 · 209 citationsarXiv
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision2202.08360v2 · Priya Goyal, Quentin Duval, Isaac Seessel et al.2022 · 48 citationsarXiv
Augmenting Convolutional networks with attention-based aggregation2112.13692v1 · Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby et al.2021 · 30 citationsarXiv
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples2104.13963v3 · Mahmoud Assran, Mathilde Caron, Ishan Misra et al.2021 · 97 citationsICCV 2021
XCiT: Cross-Covariance Image Transformers2106.09681v2 · Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron et al.2021 · 234 citationsarXiv
ResMLP: Feedforward networks for image classification with data-efficient training2105.03404v2 · Hugo Touvron, Piotr Bojanowski, Mathilde Caron et al.2021 · 814 citationsarXiv
Emerging Properties in Self-Supervised Vision Transformers2104.14294v2 · Mathilde Caron, Hugo Touvron, Ishan Misra et al.2021 · 5,605 citationsarXiv
Self-supervised Pretraining of Visual Features in the Wild2103.01988v2 · Priya Goyal, Mathilde Caron, Benjamin Lefaudeux et al.2021 · 135 citationsarXiv
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2006.09882v5 · Mathilde Caron, Ishan Misra, Julien Mairal et al.2020 · 2,069 citationsarXiv
Pruning Convolutional Neural Networks with Self-Supervision2001.03554v1 · Mathilde Caron, Ari Morcos, Piotr Bojanowski et al.2020 · 31 citationsarXiv
Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment1910.06241v2 · Piotr Bojanowski, Onur Celebi, Tomas Mikolov et al.2019 · 7 citationsarXiv
Learning from Narrated Instruction Videos.28885149 · Alayrac, Jean-Baptiste, Bojanowski, Piotr, Agrawal, Nishant et al.2019 · 21 citationsIEEE transactions on pattern analysis and machine intelligence. 2018;40(9):2194-2208
Unsupervised Pre-Training of Image Features on Non-Curated Data1905.01278v3 · Mathilde Caron, Piotr Bojanowski, Julien Mairal et al.2019 · 266 citationsarXiv
Adaptive Attention Span in Transformers1905.07799v2 · Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski et al.2019 · 303 citationsarXiv
Misspelling Oblivious Word Embeddings1905.09755v1 · Bora Edizel, Aleksandra Piktus, Piotr Bojanowski et al.2019 · 0 citationsarXiv
Optimizing the Latent Space of Generative Networks1707.05776v2 · Piotr Bojanowski, Armand Joulin, David Lopez-Paz et al.2017 · 306 citationsarXiv
Deep Clustering for Unsupervised Learning of Visual Features1807.05520v2 · Mathilde Caron, Piotr Bojanowski, Armand Joulin et al.2018 · 2,840 citationsarXiv
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion1804.07745v3 · Armand Joulin, Piotr Bojanowski, Tomas Mikolov et al.2018 · 376 citationsarXiv
Learning Word Vectors for 157 Languages1802.06893v2 · Edouard Grave, Piotr Bojanowski, Prakhar Gupta et al.2018 · 185 citationsarXiv
Colorless green recurrent networks dream hierarchically1803.11138v1 · Kristina Gulordava, Piotr Bojanowski, Edouard Grave et al.2018 · 504 citationsarXiv
Advances in Pre-Training Distributed Word Representations1712.09405v1 · Tomas Mikolov, Edouard Grave, Piotr Bojanowski et al.2017 · 363 citationsarXiv
Fast Linear Model for Knowledge Graph Embeddings1710.10881v1 · Armand Joulin, Edouard Grave, Piotr Bojanowski et al.2017 · 32 citationsarXiv
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