Alexandre Sablayrolles
13 papers · 2018–2023 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Triple Crown
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(6)
Artificial Intelligence
(5)
Architectures
(5)
Core AI
(5)
Application Areas
(4)
Core Methods
(4)
Optimization & Theory
(4)
Learning Types Β· Machine Learning
(3)
Security & Privacy
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
differential privacy
(3)
image classification
(2)
white-box attack
(2)
membership inference
(2)
privacy attack
(2)
image retrieval
(2)
similarity search
(2)
vector quantization
(2)
vision transformer
(2)
self-supervised learning
(1)
gradient-based optimization
(1)
transformer architecture
(1)
nearest neighbor search
(1)
attention mechanism
(1)
natural language processing
(1)
neural network optimization
(1)
data poisoning
(1)
information retrieval
(1)
knowledge distillation
(1)
adversarial robustness
(1)
Papers
Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano
ICML 2023
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning
ICLR 2023
TAN Without a Burn: Scaling Laws of DP-SGD
ICML 2023
On the Importance of Difficulty Calibration in Membership Inference Attacks
ICLR 2022
Going Deeper With Image Transformers
ICCV 2021
Gradient-based Adversarial Attacks against Text Transformers
EMNLP 2021
Grafit: Learning Fine-Grained Image Representations With Coarse Labels
ICCV 2021
Training data-efficient image transformers & distillation through attention
ICML 2021
Radioactive data: tracing through training
ICML 2020
Large Memory Layers with Product Keys
NeurIPS 2019
Spreading vectors for similarity search
ICLR 2019
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
ICML 2019
Link and Code: Fast Indexing With Graphs and Compact Regression Codes
CVPR 2018