Concepedia

Xiangyu Yue

XY

41

Publications

5K

Citations

27

H-Index

2017

Active since

Affiliations

University of California, Berkeley(Current)

Berkeley College

Tsinghua University

Chinese University of Hong Kong

Didi Chuxing (China)

Xiangyu Yue is an author at University of California, Berkeley specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceDeep LearningData ScienceComputer VisionImage AnalysisMachine VisionPattern RecognitionArtificial Intelligence

Publications per year

2017–2024

41

Publications

41

SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud

Alvin Wan, Xiangyu Yue, Kurt Keutzer · 2018 · 958 citations

Lidar Simulator, Convolutional Neural Network, Engineering +18

SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Xuanyu Zhou, Sicheng Zhao, Xiangyu Yue et al. · 2019 · 698 citations

New Model Squeezesegv2, Geometric Learning, Engineering +20

PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

Yang Zhang, Zixiang Zhou, Philip David et al. · 2020 · 550 citations

Geometric Learning, Engineering, Machine Learning +17

Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data

Xiangyu Yue, Yang Zhang, Sicheng Zhao et al. · 2019 · 368 citations

Engineering, Machine Learning, Pyramid Consistency +28

Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions

Alvin Wan, Xiangyu Yue, Peter Jin et al. · 2018 · 355 citations

Convolutional Neural Network, Engineering, Machine Learning +22

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