Tianren Wang — accepted AI-conference papers

2025

Exploring the Interpretability of EEG-Inception Convolutional Neural Networks for Epilepsy Prediction

Guanglong Zhang, Tianren Wang, Jinjie Guo, Zhiyuan Yang, YiLian Wu, Guixia Kang

ICASSP 2025accepted

Predicting epileptic seizures effectively allows patients to take preventive measures in advance, reducing accident risk and enhancing safety. Several modeling challenges remain open: (1) The complex spatiotemporal dependency of EEG signals makes it challenging to design a model that efficiently ext…

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2022

Few-Shot Class-Incremental Learning from an Open-Set Perspective

Can Peng, Kun Zhao, Tianren Wang, Meng Li, Brian C. Lovell

ECCV 2022poster

"The continual appearance of new objects in the visual world poses considerable challenges for current deep learning methods in real-world deployments. The challenge of new task learning is often exacerbated by the scarcity of data for the new categories due to rarity or cost. Here we explore the im…

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