Sotabase

Career

· Applied Researcher, eBay2025–
· Research Scientist, IIAI2025–
· Postdoctoral Research Assistant in computer vision and machine learning, University of Oxford, Department of Engineering Science2025–
· PhD in CVML, University of East Anglia2014–
· Electronics Student, University of Sheffield and Tongji University2014–

Publications (64)

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval
Computer Vision and Pattern Recognition · 2017
286
cited
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer
Computer Vision and Pattern Recognition · 2021
249
cited
Zero-Shot Sketch-Image Hashing
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
166
cited
PhysFormer++: Facial Video-Based Physiological Measurement with SlowFast Temporal Difference Transformer
International Journal of Computer Vision · 2023
116
cited
Unsupervised Binary Representation Learning with Deep Variational Networks
International Journal of Computer Vision · 2019
59
cited
You Never Cluster Alone
Neural Information Processing Systems · 2021
57
cited
Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval
IEEE International Conference on Computer Vision · 2017
51
cited
Link prediction in recommender systems based on vector similarity
Physica A: Statistical Mechanics and its Applications · 2020
50
cited
Association Between Children With Life-Threatening Conditions and Their Parents’ and Siblings’ Mental and Physical Health
JAMA Network Open · 2021
43
cited
Financial Feature Embedding with Knowledge Representation Learning for Financial Statement Fraud Detection
2021
30
cited
Embarrassingly Simple Binary Representation Learning
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) · 2019
25
cited
Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes
AAAI Conference on Artificial Intelligence · 2018
22
cited
Learning to Hash Naturally Sorts
International Joint Conference on Artificial Intelligence · 2022
21
cited
Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment
Annual Meeting of the Association for Computational Linguistics · 2021
20
cited
Zero-Shot Logit Adjustment
International Joint Conference on Artificial Intelligence · 2022
20
cited
Visual-Semantic Aligned Bidirectional Network for Zero-Shot Learning
IEEE transactions on multimedia · 2023
16
cited
Link prediction in recommender systems with confidence measures.
Chaos · 2019
14
cited
Design of Machine Vision Applications in Detection of Defects in High-Speed Bar Copper
International Conference on E-Learning, E-Business, Enterprise Information Systems, & E-Government · 2010
12
cited
Validation of Growing Knowledge Graphs by Abductive Text Evidences
AAAI Conference on Artificial Intelligence · 2019
11
cited
Application of MATLAB image processing technology in sewage monitoring system
International Conference on Electronic Measurement and Instruments · 2009
10
cited
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Yuming Shen | Researcher Profile | Sotabase | Sotabase