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supported in part by National Key R&D Program of China(Grant No.2022YFB2902002);National Natural Science Foundation of China(Grant No.62271024)。
Deep reinforcement learning for resource allocation has been investigated extensively owing to its ability of handling model-free and end-to-end problems.However,its slow convergence and high time complexity during on...
National Natural Science Foundation of China(61921001,62201588,62022091)。
The acquisition,analysis,and prediction of the radar cross section(RCS)of a target have extremely important strategic significance in the military.However,the RCS values at all azimuths are hardly accessible for non-c...
Principal Component Analysis (PCA) is a widely used technique for data analysis and dimensionality reduction, but its sensitivity to feature scale and outliers limits its applicability. Robust Principal Component Anal...
Sample size determination typically relies on a power analysis based on a frequentist conditional approach. This latter can be seen as a particular case of the two-priors approach, which allows to build four distinct ...
supported by the National Natural Science Foundation of China(Grant No.61902210).
Sparse view 3D reconstruction has attracted increasing attention with the development of neural implicit 3D representation.Existing methods usually only make use of 2D views,requiring a dense set of input views for ac...
The original intention of visual question answering(VQA)models is to infer the answer based on the relevant information of the question text in the visual image,but many VQA models often yield answers that are biased ...
supported in part by the National Natural Science Foundation of China (62371414,61901406);the Hebei Natural Science Foundation (F2020203025);the Young Talent Program of Universities and Colleges in Hebei Province (BJ2021044);the Hebei Key Laboratory Project (202250701010046);the Central Government Guides Local Science and Technology Development Fund Projects(216Z1602G)。
Plug-and-play priors are popular for solving illposed imaging inverse problems. Recent efforts indicate that the convergence guarantee of the imaging algorithms using plug-andplay priors relies on the assumption of bo...
supported by National Natural Science Foundation of China(Grant Nos.61991423,U1805264);Strategic Priority Research Program of the Chinese Academy of Sciences(Grant No.XDB32050100);Beijing Municipal Science and Technology Project(Grant No.Z211100011021004)。
Single-image piecewise planar reconstruction aims at recovering piecewise planar structures of a building from an image.Considering the intrinsic spatial ambiguity in a single image,it is an enormous challenge for exi...
This work was supported by National Natural Science Foundation of China(No.62122071);the Youth Innovation Promotion Association CAS(No.2018495);the Fundamental Research Funds for the Central Universities(No.WK3470000021);through the Alibaba Innovation Research Program(AIR).
Optical flow estimation in human facial video,which provides 2D correspondences between adjacent frames,is a fundamental pre-processing step for many applications,like facial expression capture and recognition.However...
The delayed S-shaped software reliability growth model (SRGM) is one of the non-homogeneous Poisson process (NHPP) models which have been proposed for software reliability assessment. The model is distinctive because ...