Alvin Wan
Hospital for Sick Children(CA)SickKids Foundation(CA)
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Autonomous Vehicle Technology and Safety, Adversarial Robustness in Machine Learning, Coronary Interventions and Diagnostics
Most-Cited Works
- → SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud(2018)962 cited
- → SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving(2017)584 cited
- → Visual Transformers: Token-based Image Representation and Processing for Computer Vision(2020)377 cited
- → Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions(2018)360 cited
- → FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions(2020)297 cited
- → Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning(2018)168 cited
- → FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining(2021)93 cited
- → Visual Transformers: Where Do Transformers Really Belong in Vision Models?(2021)81 cited
- → NBDT: Neural-Backed Decision Trees(2020)66 cited