Alexandre Sablayrolles
13 papers · 2018–2023 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (8)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(5)
👑
Triple Crown
💎
Century Club
(13)
🗃️
Keyword Collector
(55)
🔥
Unstoppable
(6)
Conferences
ICML (5)
ICLR (3)
ICCV (2)
CVPR (1)
EMNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
image retrieval
(2)
white-box attack
(2)
membership inference
(2)
vision transformer
(2)
image classification
(2)
differential privacy
(2)
adversarial robustness
(1)
gradient-based optimization
(1)
representation learning
(1)
renyi divergence
(1)
natural language processing
(1)
self-supervised learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
vector quantization
(1)
similarity search
(1)
neural network optimization
(1)
nearest neighbor search
(1)
information retrieval
(1)
data poisoning
(1)
Papers
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning
ICLR 2023
TAN Without a Burn: Scaling Laws of DP-SGD
ICML 2023
Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano
ICML 2023
On the Importance of Difficulty Calibration in Membership Inference Attacks
ICLR 2022
Training data-efficient image transformers & distillation through attention
ICML 2021
Gradient-based Adversarial Attacks against Text Transformers
EMNLP 2021
Going Deeper With Image Transformers
ICCV 2021
Grafit: Learning Fine-Grained Image Representations With Coarse Labels
ICCV 2021
Radioactive data: tracing through training
ICML 2020
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
ICML 2019
Spreading vectors for similarity search
ICLR 2019
Large Memory Layers with Product Keys
NIPS 2019
Link and Code: Fast Indexing With Graphs and Compact Regression Codes
CVPR 2018