Florian Bordes
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Natural Language Processing Techniques, COVID-19 diagnosis using AI
Most-Cited Works
- → Masked Siamese Networks for Label-Efficient Learning(2022)188 cited
- → A Cookbook of Self-Supervised Learning(2023)161 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions(2024)14 cited
- → The Hidden Uniform Cluster Prior in Self-Supervised Learning(2022)13 cited
- → Learning to Generate Samples from Noise through Infusion Training(2017)11 cited
- → High Fidelity Visualization of What Your Self-Supervised Representation Knows About(2021)11 cited
- → Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning(2022)7 cited
- → Towards Democratizing Joint-Embedding Self-Supervised Learning(2023)6 cited