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19992026
most citedA Comprehensive Survey on Graph Neural Networks

10.1k citations

Showing 2021Show all

177 papers · 1 filter

cs.CV2021★ 20 cited

Distribution-aware Margin Calibration for Semantic Segmentation in Images

Litao Yu, Zhibin Li, Min Xu +3

The Jaccard index, also known as Intersection-over-Union (IoU), is one of the most critical evaluation metrics in image semantic segmentation. However, direct optimization of IoU s…

cond-mat.mes-hall2021★ 50 cited

Electron-nuclear coherent coupling and nuclear spin readout through optically polarized VB- spin states in hBN

Fadis F. Murzakhanov, Georgy V. Mamin, Sergei B. Orlinskii +8

Coherent coupling of defect spins with surrounding nuclei along with the endowment to read out the latter, are basic requirements for an application in quantum technologies. We sho…

cs.CV2021★ 84 cited

Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation

Rongrong Ma, Guansong Pang, Ling Chen +1

Graph-level anomaly detection (GAD) describes the problem of detecting graphs that are abnormal in their structure and/or the features of their nodes, as compared to other graphs.…

astro-ph.GA2021★ 42 cited

GASKAP-HI Pilot Survey Science I: ASKAP Zoom Observations of HI Emission in the Small Magellanic Cloud

N. M. Pingel, J. Dempsey, N. M. McClure-Griffiths +53

We present the most sensitive and detailed view of the neutral hydrogen (HI) emission associated with the Small Magellanic Cloud (SMC), through the combination of data from the Aus…

cond-mat.mes-hall2021★ 3 cited

Quantum microscopy with van der Waals heterostructures

A. J. Healey, S. C. Scholten, T. Yang +10

Quantum microscopes based on solid-state spin quantum sensors have recently emerged as powerful tools for probing material properties and physical processes in regimes not accessib…

cond-mat.mes-hall2021★ 65 cited

Excited-state optically detected magnetic resonance of spin defects in hexagonal boron nitride

Zhao Mu, Hongbing Cai, Disheng Chen +6

Negatively charged boron vacancy (VB-) centers in hexagonal boron nitride (hBN) are promising spin defects in a van der Waals crystal. Understanding the spin properties of the exci…