Search Results for author: Yanming Wang

Found 5 papers, 1 papers with code

Attention module improves both performance and interpretability of 4D fMRI decoding neural network

no code implementations3 Oct 2021 Zhoufan Jiang, Yanming Wang, Chenwei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu

Finally, the model was retrained to regress individual traits within the HCP and to classify viewing images from the BOLD5000 dataset, respectively.

Transfer Learning

Accelerating the screening of amorphous polymer electrolytes by learning to reduce random and systematic errors in molecular dynamics simulations

no code implementations13 Jan 2021 Tian Xie, Arthur France-Lanord, Yanming Wang, Jeffrey Lopez, Michael Austin Stolberg, Megan Hill, Graham Michael Leverick, Rafael Gomez-Bombarelli, Jeremiah A. Johnson, Yang Shao-Horn, Jeffrey C. Grossman

We demonstrate that a multi-task graph neural network can learn from a large amount of noisy, biased data and a small number of unbiased data and reduce both random and systematic errors in predicting the transport properties of polymer electrolytes.

Searching k-Optimal Goals for an Orienteering Problem on a Specialized Graph with Budget Constraints

no code implementations2 Nov 2020 Abhinav Sharma, Advait Deshpande, Yanming Wang, Xinyi Xu, Prashan Madumal, Anbin Hou

We propose a novel non-randomized anytime orienteering algorithm for finding k-optimal goals that maximize reward on a specialized graph with budget constraints.

CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction

no code implementations11 Oct 2019 Chengtao Cai, Yueyuan Zhou, Yanming Wang

Despite gait recognition and person re-identification researches have made a lot of progress, the accuracy of identification is not high enough in some specific situations, for example, people carrying bags or changing coats.

Gait Recognition Person Re-Identification

Graph Dynamical Networks for Unsupervised Learning of Atomic Scale Dynamics in Materials

1 code implementation18 Feb 2019 Tian Xie, Arthur France-Lanord, Yanming Wang, Yang Shao-Horn, Jeffrey C. Grossman

Understanding the dynamical processes that govern the performance of functional materials is essential for the design of next generation materials to tackle global energy and environmental challenges.

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