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Hien Dang
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Unsupervised Learning
Methods In Computer Vision
Structural Equation Models
Imbalanced Data
Top Venues
CoRR
ICLR
ICML
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Publications
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Hien Dang
,
Tho Tran Huu
,
Tan Minh Nguyen
,
Nhat Ho
Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders.
ICLR
(2024)
Hien Dang
,
Tho Tran
,
Tan Nguyen
,
Nhat Ho
Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Feature Model.
CoRR
(2024)
Hien Dang
,
Tho Tran Huu
,
Stanley J. Osher
,
Hung Tran-The
,
Nhat Ho
,
Tan Minh Nguyen
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data.
ICML
(2023)
Hien Dang
,
Tho Tran
,
Tan Nguyen
,
Nhat Ho
Posterior Collapse in Linear Conditional and Hierarchical Variational Autoencoders.
CoRR
(2023)