Sotabase

Career

· Postdoctoral Researcher, Massachusetts Institute of Technology2021–2022
· Assistant Professor, The University of Hong Kong2021–
· Postdoctoral Researcher, University of Oxford2020–2021
· Research Intern And Visiting Researcher, Intel Corporation2019–2020
· Research Intern, Uber2018–2018
· Research Intern, Adobe2017–2017
· Microsoft Young Fellow, Microsoft2014–2014

Publications (80)

Pyramid Scene Parsing Network
Computer Vision and Pattern Recognition · 2016
13,620
cited
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
Computer Vision and Pattern Recognition · 2020
3,443
cited
ICNet for Real-Time Semantic Segmentation on High-Resolution Images
European Conference on Computer Vision · 2017
1,558
cited
PSANet: Point-wise Spatial Attention Network for Scene Parsing
European Conference on Computer Vision · 2018
1,089
cited
Exploring Self-Attention for Image Recognition
Computer Vision and Pattern Recognition · 2020
897
cited
PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing
Computer Vision and Pattern Recognition · 2019
765
cited
Prior Guided Feature Enrichment Network for Few-Shot Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020
637
cited
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
Neural Information Processing Systems · 2022
623
cited
Distilling Knowledge via Knowledge Review
Computer Vision and Pattern Recognition · 2021
586
cited
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation
Computer Vision and Pattern Recognition · 2020
533
cited
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds
Computer Vision and Pattern Recognition · 2021
506
cited
UPSNet: A Unified Panoptic Segmentation Network
Computer Vision and Pattern Recognition · 2019
456
cited
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation
Computer Vision and Pattern Recognition · 2021
430
cited
AnyDoor: Zero-shot Object-level Image Customization
Computer Vision and Pattern Recognition · 2023
412
cited
SegStereo: Exploiting Semantic Information for Disparity Estimation
European Conference on Computer Vision · 2018
367
cited
GridMask Data Augmentation
arXiv.org · 2020
360
cited
Stratified Transformer for 3D Point Cloud Segmentation
Computer Vision and Pattern Recognition · 2022
347
cited
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer
Computer Vision and Pattern Recognition · 2021
249
cited
Semi-supervised Semantic Segmentation with Directional Context-aware Consistency
Computer Vision and Pattern Recognition · 2021
237
cited
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation
IEEE International Conference on Computer Vision · 2019
206
cited
Sotabase
Hengshuang Zhao | Researcher Profile | Sotabase | Sotabase