Piotr Bojanowski

Computer Science · Physical Sciences

37h-index27.1kcitations92works2.32yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Multimodal Machine Learning Applications(33), Domain Adaptation and Few-Shot Learning(30), Advanced Image and Video Retrieval Techniques(22), Topic Modeling(20), Natural Language Processing Techniques(18)

Publications92 total

Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy
PLoS Computational Biology·2025Open Access
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
arXiv (Cornell University)·2025Open Access
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
2025· 9 cited
Cluster and Predict Latent Patches for Improved Masked Image Modeling
arXiv (Cornell University)·2025Open Access
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
arXiv (Cornell University)·2024· 2 citedOpen Access
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
arXiv (Cornell University)·2024· 5 citedOpen Access
Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning
arXiv (Cornell University)·2024· 3 citedOpen Access
FastText
TIB Data Manager·2024Open Access
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
2024· 2 citedOpen Access
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar
Remote Sensing of Environment·2023· 229 citedOpen Access
Vision Transformers Need Registers
arXiv (Cornell University)·2023· 47 citedOpen Access
Unbiased single-cell morphology with self-supervised vision transformers
2023· 40 citedOpen Access
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
2023· 245 cited
Co-training 2L Submodels for Visual Recognition
2023· 3 cited
Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions
arXiv (Cornell University)·2023· 2 citedOpen Access
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar
arXiv (Cornell University)·2023· 13 citedOpen Access
DINOv2: Learning Robust Visual Features without Supervision
arXiv (Cornell University)·2023· 1.0k citedOpen Access
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
arXiv (Cornell University)·2023· 15 citedOpen Access
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward\n Shaping
arXiv (Cornell University)·2023Open Access
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping
arXiv (Cornell University)·2023· 4 citedOpen Access
page 1 of 5Next →

Frequent Co-authors

Armand Joulin(30), Édouard Grave(17), Mathilde Caron(15), Ishan Misra(11), Tomáš Mikolov(10), Ivan Laptev(9), Hervé Jeǵou(8), Julien Mairal(7), Mahmoud Assran(6), Nicolas Ballas(6), Hugo Touvron(5), Michael Rabbat(5), Rémi Lajugie(5), Jean Ponce(5), Josef Šivic(5), Matthijs Douze(4), Théo Moutakanni(4), Alaaeldin El-Nouby(4), Gabriel Synnaeve(4), Quentin Duval(4)