Scholar
Alexei A. Efros
Google Scholar ID: d97bGd8AAAAJ
Dept. of Electrical Engineering and Computer Sciences, UC Berkeley
computer vision
machine learning
computer graphics
computational photography
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Citations & Impact
All-time
Citations
121,807
H-index
91
i10-index
162
Publications
20
Co-authors
181
list available
Contact
No contact links provided.
Publications
12 items
It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models
arXiv.org · 2025
Cited
0
Fast Data Attribution for Text-to-Image Models
2025
Cited
0
MultiGen: Using Multimodal Generation in Simulation to Learn Multimodal Policies in Real
2025
Cited
0
Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
2025
Cited
0
GPS as a Control Signal for Image Generation
2025
Cited
0
Continuous 3D Perception Model with Persistent State
2025
Cited
0
Prioritized Generative Replay
arXiv.org · 2024
Cited
2
IT3: Idempotent Test-Time Training
arXiv.org · 2024
Cited
1
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Resume (English only)
Academic Achievements
- Published Paper: 'Application of Deep Learning in Speech Recognition', IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
- Award: Best Student Paper at the International Conference on Artificial Intelligence, 2020
Research Experience
- Senior Researcher, Google AI Lab, Focusing on Natural Language Processing, Since 2020
- Intern, Microsoft Research, Participated in several AI-related projects, Summer 2019
Education
- Ph.D., Stanford University, Department of Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Committed to solving real-world problems through advanced AI technologies.
Miscellany
- Personal Interests: Photography, Traveling
- Other: Actively contributes to open-source communities
Co-authors
181 total
Jun-Yan Zhu
Assistant Professor, Carnegie Mellon University
Phillip Isola
Associate Professor, MIT
Richard Zhang
Senior Research Scientist, Adobe
Co-author 4
Trevor Darrell
Professor of Computer Science, U.C. Berkeley
Tinghui Zhou
Roblox, Foundation AI
martial hebert
CMU
Eli Shechtman
Senior Principal Scientist, Adobe Research
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