Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data. - Hien Dang 003; Tho Tran Huu; Stanley J. Osher; Hung Tran-The; Nhat Ho; Tan Minh Nguyen (ICML, 2023)

Posterior Collapse in Linear Conditional and Hierarchical Variational Autoencoders. - Hien Dang 003; Tho Tran; Tan Nguyen; Nhat Ho (CoRR, 2023)

Beyond Vanilla Variational Autoencoders: Detecting Posterior Collapse in Conditional and Hierarchical Variational Autoencoders. - Hien Dang 003; Tho Tran Huu; Tan Minh Nguyen; Nhat Ho (ICLR, 2024)

Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Features Model. - Hien Dang 003; Tho Tran Huu; Tan Minh Nguyen; Nhat Ho (ICML, 2024)

Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Feature Model. - Hien Dang 003; Tho Tran; Tan Nguyen; Nhat Ho (CoRR, 2024)