Alexandre Sablayrolles
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Image and Video Retrieval Techniques, Privacy-Preserving Technologies in Data, Topic Modeling, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- Training data-efficient image transformers & distillation through attention(2020)
- → Mistral 7B(2023)260 cited
- → Training data-efficient image transformers & distillation through attention(2020)130 cited
- → Mixtral of Experts(2024)115 cited
- → White-box vs Black-box: Bayes Optimal Strategies for Membership Inference(2019)113 cited
- → Gradient-based Adversarial Attacks against Text Transformers(2021)91 cited
- → Going deeper with Image Transformers(2021)77 cited
- → Grafit: Learning fine-grained image representations with coarse labels(2021)69 cited
- → Watermarking Images in Self-Supervised Latent Spaces(2022)67 cited
- → Large Memory Layers with Product Keys(2019)50 cited