Alvin Wan

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

SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving

Alvin Wan, Forrest Iandola, Peter H. Jin et al. · 2017 · 582 citations

Convolutional Neural Network, Image Analysis, Machine Vision +15

Visual Transformers: Token-based Image Representation and Processing for Computer Vision

Chenfeng Xu, Xiaoliang Dai, Alvin Wan et al. · arXiv (Cornell University) · 2020 · 373 citations · Full text

Semantic Token Space, Convolutional Neural Network, Engineering +18

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

FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions

Alvin Wan, Xiaoliang Dai, Peizhao Zhang et al. · 2020 · 295 citations

Geometric Learning, Engineering, Machine Learning +19