Daphné Chopard
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Keywords
variational autoencoder
(2)
multimodal learning
(2)
data augmentation
(1)
machine learning
(1)
generative model
(1)
diffusion model
(1)
latent representation
(1)
latent space
(1)
mixture of expert
(1)
data imputation
(1)
retrieval-augmented generation
(1)
pre-trained transformer
(1)
low resource
(1)
augmentation scheduling
(1)
neurodevelopmental disorder
(1)
mixture-of-experts prior
(1)
clinical report
(1)
video recording
(1)
data augmentation schedule
(1)
automated classification
(1)
Papers
PhenoRAG: Retrieval-Augmented Generation for Efficient Zero-Shot Phenotype Identification in Clinical Reports
MLHC 2025
Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings
MLHC 2025
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
ICLR 2024
Unity by Diversity: Improved Representation Learning for Multimodal VAEs
NeurIPS 2024
Learning Data Augmentation Schedules for Natural Language Processing
EMNLP 2021