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20022026
most citedA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

2.7k citations

Showing 2021Show all

113 papers · 1 filter

cond-mat.mes-hall2021★ 8 cited

Giant dynamical electron-magnon coupling in metal-metal-ferromagnetic insulator heterostructure

Gaoyang Li, Hao Jin, Yadong Wei +1

Magnon-mediated spin transport across nonmagnetic metal (NM) and ferromagnetic insulator (FI) interface depends critically on electron-magnon coupling. We propose a novel route to…

cond-mat.mes-hall2021★ 8 cited

Transport features of topological corner states in honeycomb lattice with multihollow structure

Kai-Tong Wang, Fuming Xu, Bin Wang +2

Higher-order topological phase in 2-dimensional (2D) systems is characterized by in-gap corner states, which are hard to detect and utilize. We numerically investigate transport pr…

cs.CV2021★ 373 cited

A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples

Sen Jia, Shuguo Jiang, Zhijie Lin +3

With the rapid development of deep learning technology and improvement in computing capability, deep learning has been widely used in the field of hyperspectral image (HSI) classif…

cs.CV2021★ 53 cited

Detect Faces Efficiently: A Survey and Evaluations

Yuantao Feng, Shiqi Yu, Hanyang Peng +2

Face detection is to search all the possible regions for faces in images and locate the faces if there are any. Many applications including face recognition, facial expression reco…

quant-ph2021

Projectivities of informationally complete measurements

Hao Shu

The physical problem behind informationally complete (IC) measurements is determining an unknown state statistically by measurement outcomes, known as state tomography. It is of ce…

cond-mat.mes-hall2021★ 5 cited

Two-photon IR pumped UV-Vis transient absorption spectroscopy of Dirac fermions in the 2D and 3D topological insulator Bi2Se3

Yuri D. Glinka, Tingchao He, Xiao Wei Sun

It is often taken for granted that in pump-probe experiments on the topological insulator (TI) Bi2Se3 using IR pumping with a commercial Ti:Sapphire laser [~800 nm (1.55 eV photon…