supported by the National Key R&D Program of China(2022ZD0114801);the National Natural Science Foundation of China(Grant No.61906089);the Jiangsu Province Basic Research Program(BK20190408).
Unsupervised Domain Adaptation(UDA)intends to achieve excellent results by transferring knowledge from labeled source domains to unlabeled target domains in which the data or label distribution changes.Previous UDA me...
supported by the Medium and Long-term Science and Technology Plan for Radio,Television,and Online Audiovisuals(2023AC0200);the Public Welfare Technology Application Research Project of Zhejiang Province,China(No.LGF21F010001).
Recent deep neural network(DNN)based blind image quality assessment(BIQA)approaches take mean opinion score(MOS)as ground-truth labels,which would lead to cross-datasets biases and limited generalization ability of th...
supported by the National Natural Science Foundation of China(Grant Nos.12174214,12475022,and 92065205);the Innovation Program for Quantum Science and Technology(Grant No.2021ZD0302100).
Open quantum system simulations are essential for exploring novel quantum phenomena and evaluating noisy quantum circuits.In this Letter,we investigate whether mixed states generated from noisy quantum circuits can be...
the National Key R&D Program of China(2022YFC3340901);the National Natural Science Foundation of China(Grant No.62176118)。
Significant progress has been made in machine learning with large amounts of clean labels and static data.However,in many real-world applications,the data often changes with time and it is difficult to obtain massive ...
Image processing is fundamental in computer vision and imaging research[1,2].Most image processing algorithms rely on Fourier transform.It is well-known that quantum Fourier transform(QFT)offers exponential speedup co...
supported in part by the National Science Foundation under Grant No.ITE-2134840.This work relates to Department of Navy award N00014-23-1-2124 issued by the Office of Naval Research.The United States Government has a royalty-free license throughout the world in all copyrightable material contained herein.
Quantum power system state estimation(QPSSE)offers an inspiring direction for tackling the challenge of state estimation through quantum computing.Nevertheless,the current bottlenecks originate from the scarcity of pr...
Scientific and Technological Research Council of Turkey(TUBITAK)(No.120E100).
The use of all samples in the optimization process does not produce robust results in datasets with label noise.Because the gradients calculated according to the losses of the noisy samples cause the optimization proc...
The Science and Technology Research and Development Program Project of China Railway Group Ltd provided funding for this study(Project Nos.2020-Special-02 and 2021Special-08)。
Accurate forecasting of traffic flow provides a powerful traffic decision-making basis for an intelligent transportation system. However, the traffic data's complexity and fluctuation, as well as the noise produced du...
supported by STI 2030-Major Projects 2021ZD0200400;National Natural Science Foundation of China(62276233 and 62072405);Key Research Project of Zhejiang Province(2023C01048).
Multimodal sentiment analysis utilizes multimodal data such as text,facial expressions and voice to detect people’s attitudes.With the advent of distributed data collection and annotation,we can easily obtain and sha...
supported by the National Natural Science Foundation of China(Grant No.82220108007).
Background With the gradual increase of infertility in the world,among which male sperm problems are the main factor for infertility,more and more couples are using computer-assisted sperm analysis(CASA)to assist in t...