Lan-Cuong Nguyen

CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization

SyNC: Balancing Fidelity and Diversity of Synthetic Data Representations in CLIP-based Few-Shot Learning via Neural Collapse

DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle

Provably Improving Generalization of Few-shot models with Synthetic Data