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20152025
most citedConditional Random Fields as Recurrent Neural Networks

2.4k citations · 2.9k across the 19 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

cs.CV2021★ 297 cited

BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Junjie Huang, Guan Huang, Zheng Zhu +2

Autonomous driving perceives its surroundings for decision making, which is one of the most complex scenarios in visual perception. The success of paradigm innovation in solving th…

cs.CV2021

Face-NMS: A Core-set Selection Approach for Efficient Face Recognition

Yunze Chen, Junjie Huang, Jiagang Zhu +4

Recently, face recognition in the wild has achieved remarkable success and one key engine is the increasing size of training data. For example, the largest face dataset, WebFace42M…

cs.CV2021★ 24 cited

Masked Face Recognition Challenge: The WebFace260M Track Report

Zheng Zhu, Guan Huang, Jiankang Deng +9

According to WHO statistics, there are more than 204,617,027 confirmed COVID-19 cases including 4,323,247 deaths worldwide till August 12, 2021. During the coronavirus epidemic, al…

cs.CV2021

Structure-Aware Face Clustering on a Large-Scale Graph with Nodes

Shuai Shen, Wanhua Li, Zheng Zhu +4

Face clustering is a promising method for annotating unlabeled face images. Recent supervised approaches have boosted the face clustering accuracy greatly, however their performanc…

cs.CV2021★ 24 cited

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition

Zheng Zhu, Guan Huang, Jiankang Deng +8

In this paper, we contribute a new million-scale face benchmark containing noisy 4M identities/260M faces (WebFace260M) and cleaned 2M identities/42M faces (WebFace42M) training da…