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cs.CV2025
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…
cs.CV2023★ 2 cited
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…
cs.CV2022★ 3 cited
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…