Search Results for author: Jinsong Wang

Found 6 papers, 3 papers with code

Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification

no code implementations4 Oct 2023 Guoxin Wang, Xuyang Cao, Shan An, Fengmei Fan, Chao Zhang, Jinsong Wang, Feng Yu, Zhiren Wang

In this work, we proposed a multi-dimension-embedding-aware modality fusion transformer (MFFormer) for schizophrenia and bipolar disorder classification using rs-fMRI and T1 weighted structural MRI (T1w sMRI).

Time Series

Evolutionary Deep Nets for Non-Intrusive Load Monitoring

no code implementations6 Mar 2023 Jinsong Wang, Kenneth A. Loparo

The goal of NILM is to disaggregate the appliance from the aggregated singles by computational method.

Non-Intrusive Load Monitoring

Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks

no code implementations6 Mar 2023 Jinsong Wang, Kenneth A. Loparo

The wind energy industry has been experiencing tremendous growth and confronting the failures of wind turbine components.

Fault Detection

Confidence Regularized Self-Training

2 code implementations ICCV 2019 Yang Zou, Zhiding Yu, Xiaofeng Liu, B. V. K. Vijaya Kumar, Jinsong Wang

Recent advances in domain adaptation show that deep self-training presents a powerful means for unsupervised domain adaptation.

Image Classification Semantic Segmentation +2

Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training

1 code implementation18 Oct 2018 Yang Zou, Zhiding Yu, B. V. K. Vijaya Kumar, Jinsong Wang

In this paper, we propose a novel UDA framework based on an iterative self-training procedure, where the problem is formulated as latent variable loss minimization, and can be solved by alternatively generating pseudo labels on target data and re-training the model with these labels.

Pseudo Label Semantic Segmentation +2

Cannot find the paper you are looking for? You can Submit a new open access paper.