3 papers
eess.SP2026
Not All EEG Moments Are Equal: Position-Adaptive Time Scheduling for EEG Generation
Boheng Liu, Ziyu Li, Chenghua Duan +2
Electroencephalography (EEG) generation is essential for alleviating data scarcity and enabling large scale neural modeling in brain computer interface applications. However, exist…
quant-ph2025
A brain-inspired paradigm for scalable quantum vision
Chenghua Duan, Xiuxing Li, Wending Zhao +6
One of the fundamental tasks in machine learning is image classification, which serves as a key benchmark for validating algorithm performance and practical potential. However, eff…
cs.CV2025
Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification
Kexin Di, Xiuxing Li, Yuyang Han +3
Few-shot image classification has become a popular research topic for its wide application in real-world scenarios, however the problem of supervision collapse induced by single im…