Deep learning has achieved great progress in image recognition,segmentation,semantic recognition and game theory.In this study,a latest deep learning model,a conditional diffusion model was adopted as a surrogate mode...
supported by National Natural Science Foundation of China(Grant Nos.62061136001,61620106010,62076145,U19B2034,U1811461,U19A2081,6197222);Beijing Outstanding Young Scientist Program(Grant No.BJJWZYJH012019100020098);Tsinghua Institute for Guo Qiang;High Performance Computing Center,Tsinghua University;Major Innovation&Planning Interdisciplinary Platform for the“Double-First Class”Initiative,Renmin University of China;Fundamental Research Funds for the Central Universities;the Research Funds of Renmin University of China(Grant No.22XNKJ13);supported by XPlorer Prize;sponsored by Beijing Nova Program(Grant No.20220484044);supported by Shuimu Tsinghua Scholar。
This paper presents ControlVideo for text-driven video editing—generating a video that aligns with a given text while preserving the structure of the source video.Building on a pre-trained text-to-image diffusion mod...
supported by the National Natural Science Foundation of China(71934003,72322008,and72348003).
Payment for Ecosystem Services(PES)has been widely acknowledged as an effective tool for mitigating grassland degradation and enhancing ecosystem services provision.However,critical factors,such as herders'willingness...
supported by General Education Project of the National Social Science Foundation in 2020:“Multi-Dimensional Reconstruction of Peer Review Mechanisms in the Evaluation of Scientific and Technological Talents in Universities(BIA200167).”。
Background:Resilience is crucial for medical college students to thrive in the highly stressful environment of medical education.However,the prevalence of problematic internet use(PIU)in this population may negatively...
supported by the Natural Science Foundation of Xinjiang Uygur Autonomous Region(Grant No.2022D01B 187)。
Federated learning(FL)is a distributed machine learning paradigm for edge cloud computing.FL can facilitate data-driven decision-making in tactical scenarios,effectively addressing both data volume and infrastructure ...
National Key Research and Development Plan of China, Grant/Award Number: 2021YFB3600503;National Natural Science Foundation of China, Grant/Award Numbers: 62276065, U21A20472。
Attention mechanism has been a successful method for multimodal affective analysis in recent years. Despite the advances, several significant challenges remain in fusing language and its nonverbal context information....
supported by the Deutsche Krebshilfe,Nr.70113859 to U.Z.-S.and H.A.,the Wilhelm-Sander-Stiftung Nr.2022.128.1 to A.Ö.Y and U.Z.-S.and the National Institute of Allergy and Infectious Diseases of the National Institutes of Health under award number R01AI170965。
Initially,identified as a Hodgkin lymphoma marker,CD30 was subsequently detected on a subset of human B cells within and around germinal centers(GCs).While CD30 expression is typically restricted to a few B cells,expa...
supported by the National Key Research and Development Projects (Grant Nos.2021YFB3300601,2021YFB3300603,2021YFB3300604);Fundamental Research Funds for the Central Universities (No.DUT22QN241).
Traditional topology optimization methods often suffer from the“dimension curse”problem,wherein the com-putation time increases exponentially with the degrees of freedom in the background grid.Overcoming this challe...
partially supported by Knowledge Innovation Program of Hubei Province(No.2019CFB810);partially supported by NSFC(No.12325110);the CAS Project for Young Scientists in Basic Research(No.YSBR-034)。
The conditional kernel correlation is proposed to measure the relationship between two random variables under covariates for multivariate data.Relying on the framework of reproducing kernel Hilbert spaces,we give the ...
supported by the German Federal Ministry of Education and Research[grant 13FH587KX1](FederatedF orecasts).
A novel approach for generative time series simulation of electricity price scenarios is presented.A"Time Series Simulation Conditional Generative Adversarial Network"(TSS-CGAN)generates short-term electricity price s...