David Berthelot
7 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
ACL (1)
Top co-authors
Keywords
semi-supervised learning
(2)
data augmentation
(2)
entropy minimization
(1)
consistency regularization
(1)
unlabeled datum
(1)
consistency training
(1)
label augmentation
(1)
confidence thresholding
(1)
strong augmentation
(1)
weak augmentation
(1)
differential privacy
(1)
label guessing
(1)
image classification
(1)
Papers
Mechanisms of Projective Composition of Diffusion Models
ICML 2025
Normalizing Flows are Capable Generative Models
ICML 2025
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
ICLR 2022
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
ICLR 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
NIPS 2020
MixMatch: A Holistic Approach to Semi-Supervised Learning
NIPS 2019
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
ACL 2016