Search Results for author: Wenjie Cai

Found 4 papers, 2 papers with code

Reinforcement Learning for Active Matter

no code implementations30 Mar 2025 Wenjie Cai, Gongyi Wang, Yu Zhang, Xiang Qu, Zihan Huang

Active matter refers to systems composed of self-propelled entities that consume energy to produce motion, exhibiting complex non-equilibrium dynamics that challenge traditional models.

reinforcement-learning Reinforcement Learning +1

Machine Learning Analysis of Anomalous Diffusion

no code implementations2 Dec 2024 Wenjie Cai, Yi Hu, Xiang Qu, Hui Zhao, Gongyi Wang, Jing Li, Zihan Huang

The rapid advancements in machine learning have made its application to anomalous diffusion analysis both essential and inevitable.

Representation Learning

Amplitude-Phase Fusion for Enhanced Electrocardiogram Morphological Analysis

1 code implementation15 Apr 2024 Shuaicong Hu, Yanan Wang, Jian Liu, Jingyu Lin, Shengmei Qin, Zhenning Nie, Zhifeng Yao, Wenjie Cai, Cuiwei Yang

Considering the variability of amplitude and phase patterns in electrocardiogram (ECG) signals due to cardiac activity and individual differences, existing entropy-based studies have not fully utilized these two patterns and lack integration.

Morphological Analysis

D3still: Decoupled Differential Distillation for Asymmetric Image Retrieval

1 code implementation CVPR 2024 Yi Xie, Yihong Lin, Wenjie Cai, Xuemiao Xu, Huaidong Zhang, Yong Du, Shengfeng He

Existing methods for asymmetric image retrieval employ a rigid pairwise similarity constraint between the query network and the larger gallery network.

Image Retrieval Retrieval

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