3 papers
cs.SD2025
EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model
Yiqing Yang, Man-Wai Mak
The performance of speech emotion recognition (SER) is limited by the insufficient emotion information in unimodal systems and the feature alignment difficulties in multimodal syst…
cs.LG2025
Class Unbiasing for Generalization in Medical Diagnosis
Lishi Zuo, Man-Wai Mak, Lu Yi +1
Medical diagnosis might fail due to bias. In this work, we identified class-feature bias, which refers to models' potential reliance on features that are strongly correlated with o…
quant-ph2024
Variational quantum classifiers via a programmable photonic microprocessor
Hexiang Lin, Huihui Zhu, Zan Tang +7
Quantum computing holds promise across various fields, particularly with the advent of Noisy Intermediate-Scale Quantum (NISQ) devices, which can outperform classical supercomputer…