Tuan Truong

HoRA: Cross-Head Low-Rank Adaptation with Joint Hypernetworks

DoRAN: Stabilizing Weight-Decomposed Low-Rank Adaptation via Noise Injection and Auxiliary Networks

Improving Generalization with Flat Hilbert Bayesian Inference

RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts

Improving Generalization with Flat Hilbert Bayesian Inference

Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models

Exploiting Hierarchical Taxonomies in Pretrained Continual Learning

Optimization on Manifolds with Riemannian Jacobian Regularization

Agnostic Sharpness-Aware Minimization