Théo Moutakanni

Biochemistry, Genetics and Molecular Biology · Life Sciences

5h-index1.3kcitations24works2.22yr avg
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Research Topics

Cell Image Analysis Techniques(10), Domain Adaptation and Few-Shot Learning(4), Advanced Neural Network Applications(3), Multimodal Machine Learning Applications(3), Remote Sensing in Agriculture(2)

Publications24 total

Revisiting [CLS] and Patch Token Interaction in Vision Transformers
arXiv (Cornell University)·2026Open Access
Revisiting [CLS] and Patch Token Interaction in Vision Transformers
arXiv (Cornell University)·2026Open Access
Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy
PLoS Computational Biology·2025Open Access
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
arXiv (Cornell University)·2025Open Access
Planning with Reasoning using Vision Language World Model
arXiv (Cornell University)·2025· 1 citedOpen Access
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
2025· 9 cited
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
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
DINO4cells example single cells
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
DINO4cells example single cells
2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- WTC11
2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- Cell Painting
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- WTC11
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- HPA FOV
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- HPA FOV
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- HPA single cells
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Unbiased single-cell morphology with self-supervised vision transformers -- HPA single cells
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Hugo Touvron(13), Michael Doron(12), Nikita Moshkov(12), Wolfgang M. Pernice(12), Zitong Chen(11), Juan C. Caicedo(11), Piotr Bojanowski(10), Mathilde Caron(9), Piotr Bojanowsk(8), Maxime Oquab(6), Huy V. Vo(6), Marc Szafraniec(5), Timothée Darcet(4), Patrick Labatut(4), Armand Joulin(4), Camille Couprie(4), Oriane Siméoni(4), Daniel Haziza(3), Hu Xu(3), Huy Vo(2)