no code implementations • 4 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).
no code implementations • 6 Mar 2023 • Jinsong Wang, Kenneth A. Loparo
The goal of NILM is to disaggregate the appliance from the aggregated singles by computational method.
no code implementations • 6 Mar 2023 • Jinsong Wang, Kenneth A. Loparo
The wind energy industry has been experiencing tremendous growth and confronting the failures of wind turbine components.
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.
Ranked #17 on Domain Adaptation on VisDA2017
1 code implementation • 18 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.
1 code implementation • ECCV 2018 • Yang Zou, Zhiding Yu, B. V. K. Vijaya Kumar, Jinsong Wang
Recent deep networks achieved state of the art performanceon a variety of semantic segmentation tasks.