3 citations · 6 across the 4 of their papers we have counts for
4 papers
A Dataset Generation Scheme Based on Video2EEG-SPGN-Diffusion for SEED-VD
Yunfei Guo, Tao Zhang, Wu Huang +1
This paper introduces an open-source framework, Video2EEG-SPGN-Diffusion, that leverages the SEED-VD dataset to generate a multimodal dataset of EEG signals conditioned on video st…
Emotion recognition based on multi-modal electrophysiology multi-head attention Contrastive Learning
Yunfei Guo, Tao Zhang, Wu Huang
Emotion recognition is an important research direction in artificial intelligence, helping machines understand and adapt to human emotional states. Multimodal electrophysiological(…
SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot Learning
Tao Zhang, Wu Huang
Prototype is widely used to represent internal structure of category for few-shot learning, which was proposed as a simple inductive bias to address the issue of overfitting. Howev…
Kernel Relative-prototype Spectral Filtering for Few-shot Learning
Tao Zhang, Wu Huang
Few-shot learning performs classification tasks and regression tasks on scarce samples. As one of the most representative few-shot learning models, Prototypical Network represents…