Search Results for author: Wei Meng

Found 5 papers, 0 papers with code

Regression of Instance Boundary by Aggregated CNN and GCN

no code implementations ECCV 2020 Yanda Meng, Wei Meng, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng

In particular, thanks to the proposed aggregation GCN, our network benefits from direct feature learning of the instances’ boundary locations and the spatial information propagation across the image.

Image Segmentation regression +1

Enhancing Neural Subset Selection: Integrating Background Information into Set Representations

no code implementations5 Feb 2024 Binghui Xie, Yatao Bian, Kaiwen Zhou, Yongqiang Chen, Peilin Zhao, Bo Han, Wei Meng, James Cheng

Learning neural subset selection tasks, such as compound selection in AI-aided drug discovery, have become increasingly pivotal across diverse applications.

Drug Discovery

Enhancing Evolving Domain Generalization through Dynamic Latent Representations

no code implementations16 Jan 2024 Binghui Xie, Yongqiang Chen, Jiaqi Wang, Kaiwen Zhou, Bo Han, Wei Meng, James Cheng

However, in non-stationary tasks where new domains evolve in an underlying continuous structure, such as time, merely extracting the invariant features is insufficient for generalization to the evolving new domains.

Evolving Domain Generalization

An Adaptive Incremental Gradient Method With Support for Non-Euclidean Norms

no code implementations28 Apr 2022 Binghui Xie, Chenhan Jin, Kaiwen Zhou, James Cheng, Wei Meng

Stochastic variance reduced methods have shown strong performance in solving finite-sum problems.

A Data-driven Human Responsibility Management System

no code implementations6 Dec 2020 Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang

An ideal safe workplace is described as a place where staffs fulfill responsibilities in a well-organized order, potential hazardous events are being monitored in real-time, as well as the number of accidents and relevant damages are minimized.

Management

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