4 citations · 4 across the 4 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
q-bio.QM2026
FISHER: Gradient-Decoupled Hierarchical Multi-Task Learning for Fine-Grained Aquatic Species Recognition
Phuc H. Nguyen, Ba Hung Ngo, Mai Phuong Tran +2
Fine-grained recognition of aquatic species is challenging due to subtle morphological differences and long-tailed distributions, where ultra-rare species are underrepresented. A n…
cs.LG2026
Marginal Matching Does Not License Factorized Sampling: Auditing Conditional Style Leakage in Factorized Generative Models
Duong Bach, Hai Nguyen Hong, Cuong Do
Factorized generative models commonly regularize a latent style variable z_s by matching its marginal distribution to a fixed Gaussian prior and interpret this as evidence that the…