Mathilde Caron
15 papers · 2018–2024 · 7 venues · across top CS/AI venues
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Research topics
Machine Learning
(13)
Learning Types Β· Machine Learning
(10)
Deep Learning
(8)
Computer Vision
(6)
Architectures
(6)
Artificial Intelligence
(5)
Analysis
(4)
Core Methods
(4)
Application Areas
(3)
Core AI Β· Artificial Intelligence
(3)
Core AI Β· Computer Vision
(2)
Learning Paradigms
(2)
Techniques
(2)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
representation learning
(4)
vision transformer
(4)
self-supervised learning
(4)
semantic segmentation
(3)
image classification
(3)
contrastive learning
(3)
transfer learning
(2)
zero-shot learning
(2)
unsupervised learning
(2)
visual entity recognition
(2)
knowledge distillation
(1)
unsupervised pretraining
(1)
visual feature learning
(1)
feature learning
(1)
cross-modal learning
(1)
multimodal learning
(1)
entity linking
(1)
deep clustering
(1)
semi-supervised learning
(1)
metric learning
(1)
Papers
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
CVPR 2024
Location-Aware Self-Supervised Transformers for Semantic Segmentation
WACV 2024
Retrieval-Enhanced Contrastive Vision-Text Models
ICLR 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
NeurIPS 2024
FlexiViT: One Model for All Patch Sizes
CVPR 2023
Patch nβ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
NeurIPS 2023
Scaling Vision Transformers to 22 Billion Parameters
ICML 2023
Verbs in Action: Improving Verb Understanding in Video-Language Models
ICCV 2023
Masked Siamese Networks for Label-Efficient Learning
ECCV 2022
Emerging Properties in Self-Supervised Vision Transformers
ICCV 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments With Support Samples
ICCV 2021
XCiT: Cross-Covariance Image Transformers
NeurIPS 2021
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
NeurIPS 2020
Unsupervised Pre-Training of Image Features on Non-Curated Data
ICCV 2019
Deep Clustering for Unsupervised Learning of Visual Features
ECCV 2018