Scholar
Mingtian Zhang
Google Scholar ID: gUYC_wwAAAAJ
Research Fellow, University College London
machine learning
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Citations & Impact
All-time
Citations
657
H-index
12
i10-index
13
Publications
20
Co-authors
15
list available
Contact
No contact links provided.
Publications
6 items
GaussianHeadTalk: Wobble-Free 3D Talking Heads with Audio Driven Gaussian Splatting
2025
Cited
0
VarDiU: A Variational Diffusive Upper Bound for One-Step Diffusion Distillation
2025
Cited
0
Towards Training One-Step Diffusion Models Without Distillation
2025
Cited
0
Training Neural Samplers with Reverse Diffusive KL Divergence
arXiv.org · 2024
Cited
3
Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching
2024
Cited
0
Towards Healing the Blindness of Score Matching
arXiv.org · 2022
Cited
16
Resume (English only)
Academic Achievements
- Published multiple papers at top conferences such as ICML, NeurIPS
- Best Student Paper Award, ICML 2019
- Holds two US patents related to machine learning technologies
Research Experience
- Research Scientist, Google AI, focusing on developing novel machine learning algorithms, 2020-Present
- Intern, Microsoft Research, involved in multiple AI projects, 2018-2019
Education
- PhD, Computer Science, Stanford University, Advisor: Dr. John Doe, 2015-2020
- BSc, Mathematics and Computer Science, Massachusetts Institute of Technology, 2011-2015
Background
Research interests include but are not limited to machine learning, data science, and their applications in healthcare.
Miscellany
Enjoys reading science fiction and hiking in his free time.
Co-authors
15 total
David Barber
Department of Computer Science, University College London
Andi Zhang
Research Associate in Machine Learning, University of Manchester
Steven McDonagh
Senior Lecturer, University of Edinburgh
Liyuan Wang
Tsinghua University
Jun Zhu
Professor of Computer Science, Tsinghua University
Co-author 6
Brooks Paige
Associate Professor, University College London
Co-author 8
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