David Berthelot
8 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
semi-supervised learning
(4)
data augmentation
(3)
normalizing flow
(2)
entropy minimization
(1)
video generation
(1)
transformer
(1)
unsupervised domain adaptation
(1)
pseudo labeling
(1)
distribution matching
(1)
image patches
(1)
target domain
(1)
likelihood estimation
(1)
diffusion model
(1)
autoregressive model
(1)
consistency regularization
(1)
latent space
(1)
length generalization
(1)
unlabeled data
(1)
consistency training
(1)
label augmentation
(1)
Papers
STARFlow-V: End-to-End Video Generative Modeling with Autoregressive Normalizing Flows
CVPR 2026
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
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
NeurIPS 2020
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
ICLR 2020
MixMatch: A Holistic Approach to Semi-Supervised Learning
NeurIPS 2019
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
ACL 2016