Sotabase

Career

· Associate Professor, Shanghai Jiao Tong University2026–
· Full-time Mentor, Shanghai Innovation Institute2025–
· PhD in Computer Science, UC Berkeley2016–2022

Publications (49)

Tent: Fully Test-Time Adaptation by Entropy Minimization
International Conference on Learning Representations · 2021
1,525
cited
Deep Layer Aggregation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
1,482
cited
VisDA: The Visual Domain Adaptation Challenge
arXiv.org · 2017
892
cited
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
arXiv.org · 2016
821
cited
Contrastive Test-Time Adaptation
Computer Vision and Pattern Recognition · 2022
342
cited
Joint Monocular 3D Vehicle Detection and Tracking
IEEE International Conference on Computer Vision · 2018
237
cited
VisDA: A Synthetic-to-Real Benchmark for Visual Domain Adaptation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2018
194
cited
Deep Object-Centric Policies for Autonomous Driving
IEEE International Conference on Robotics and Automation · 2018
106
cited
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
International Conference on Machine Learning · 2021
89
cited
Monocular Plan View Networks for Autonomous Driving
IEEE/RJS International Conference on Intelligent RObots and Systems · 2019
86
cited
Iron-modified rice husk hydrochar and its immobilization effect for Pb and Sb in contaminated soil.
Journal of Hazardous Materials · 2020
79
cited
Back to the Source: Diffusion-Driven Adaptation to Test-Time Corruption
Computer Vision and Pattern Recognition · 2022
78
cited
Text-guided Foundation Model Adaptation for Pathological Image Classification
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2023
62
cited
A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification
Scientific Data · 2023
61
cited
Back to the Source: Diffusion-Driven Test-Time Adaptation
arXiv.org · 2022
61
cited
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs
Symposium on Field Programmable Gate Arrays · 2021
61
cited
Fully Test-time Adaptation by Entropy Minimization
arXiv.org · 2020
58
cited
Comprehensive Profiling and Inheritance Patterns of Metabolites in Foxtail Millet
Frontiers in Plant Science · 2018
40
cited
GACT: Activation Compressed Training for Generic Network Architectures
International Conference on Machine Learning · 2022
40
cited
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields
arXiv.org · 2019
36
cited
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Dequan Wang | Researcher Profile | Sotabase | Sotabase