Publications

A collection of my research work.

MART: Mechanism-disentanglement Anchor-Routed Training for Learning with Open-World Noisy Data

Changhui Hu, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva, Grup de Recerca de Tecnologies

2026

Dual Polarity Prompts with Stochastic Entropy Perturbation for Label Noise

Changhui Hu, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva, Grup de Recerca de Tecnologies

2025

Adaptive vision-language prompt learners for learning with noisy labels

Changhui Hu, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva

Journal of Visual Communication and Image Representation 2025