Hien Dang
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
Research topics
Keywords
neural collapse
(2)
parameter estimation
(1)
latent variable
(1)
variational autoencoder
(1)
imbalanced data
(1)
deep linear network
(1)
cross entropy
(1)
posterior collapse
(1)
simplex etf
(1)
conditional vae
(1)
hierarchical vae
(1)
class mean
(1)
equiangular tight frame
(1)
class-imbalanced
(1)
class-means
(1)
feature learning
(1)
unconstrained relu features
(1)
Papers
Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders
ICLR 2024
Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model
ICML 2024
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data
ICML 2023