Mathilde Caron
15 papers · 2018–2024 · 7 conferences · across top CS/AI conferences
Achievements
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š£ Hot Topic Early Bird š Cross-Pollinator (12) š Conference Polyglot (7) š Academic Marathon (6) š Interdisciplinary Bridge
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Mega-Team
(42)
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Keyword Collector
(53)
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Century Club
(15)
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Unstoppable
(7)
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Conference Pioneer
Conferences
ICCV (4)
NIPS (4)
CVPR (2)
ECCV (2)
ICLR (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
representation learning
(4)
vision transformer
(4)
semantic segmentation
(3)
self-supervised learning
(3)
image classification
(3)
transfer learning
(2)
contrastive learning
(2)
unsupervised learning
(2)
visual entity recognition
(2)
knowledge distillation
(1)
zero-shot learning
(1)
efficient computing
(1)
feature learning
(1)
entity linking
(1)
deep clustering
(1)
cross-modal learning
(1)
multimodal learning
(1)
visual feature learning
(1)
semi-supervised learning
(1)
metric learning
(1)
Papers
Location-Aware Self-Supervised Transformers for Semantic Segmentation
WACV 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
CVPR 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
NIPS 2024
Retrieval-Enhanced Contrastive Vision-Text Models
ICLR 2024
FlexiViT: One Model for All Patch Sizes
CVPR 2023
Patch nā Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
NIPS 2023
Verbs in Action: Improving Verb Understanding in Video-Language Models
ICCV 2023
Scaling Vision Transformers to 22 Billion Parameters
ICML 2023
Masked Siamese Networks for Label-Efficient Learning
ECCV 2022
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples
ICCV 2021
Emerging Properties in Self-Supervised Vision Transformers
ICCV 2021
XCiT: Cross-Covariance Image Transformers
NIPS 2021
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
NIPS 2020
Unsupervised Pre-Training of Image Features on Non-Curated Data
ICCV 2019
Deep Clustering for Unsupervised Learning of Visual Features
ECCV 2018