4 citations · 5 across the 3 of their papers we have counts for
4 papers
Complementarity-Supervised Spectral-Band Routing for Multimodal Emotion Recognition
Zhexian Huang, Bo Zhao, Hui Ma +5
Multimodal emotion recognition fuses cues such as text, video, and audio to understand individual emotional states. Prior methods face two main limitations: mechanically relying on…
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation
Xiaowei Yu, Zhe Huang, Zao Zhang
Unsupervised domain adaptation (UDA) aims to leverage the knowledge learned from labeled source domains to improve performance on the unlabeled target domains. While Convolutional…
Semi-Supervised Multimodal Multi-Instance Learning for Aortic Stenosis Diagnosis
Zhe Huang, Xiaowei Yu, Benjamin S. Wessler +1
Automated interpretation of ultrasound imaging of the heart (echocardiograms) could improve the detection and treatment of aortic stenosis (AS), a deadly heart disease. However, ex…
NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems
Xiaowei Yu, Zhe Huang, Minheng Chen +3
We investigate the impact of entropy change in deep learning systems by noise injection at different levels, including the embedding space and the image. The series of models that…