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
Publications
22 items
Dino Forcing Flow Models: Do not denoise what you can predict
2026
Cited
0
Base Models Can Reason By Taking a Cue From Training Data
2026
Cited
0
MosaiChunk: Compositing Spatio-Temporal Memory for Autoregressive Video Generation
2026
Cited
0
Bottom-up Modeling of Repeated Elements via Single Image Analysis-by-Synthesis
2026
Cited
0
Balancing Frequencies and Pixels in Flow Matching
2026
Cited
0
The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric
2026
Cited
0
Autoregressive Modeling of Film with Applications in Video Montage
2026
Cited
0
The FID Lottery: Quantifying Hidden Randomness in Generative-Model Evaluation
2026
Cited
0
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Resume
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
18 total
Jun-Yan Zhu
Assistant Professor, Carnegie Mellon University
Phillip Isola
Associate Professor, MIT
Richard Zhang
Senior Research Scientist, Adobe
Trevor Darrell
Professor of Computer Science, U.C. Berkeley
Tinghui Zhou
Roblox, Foundation AI
martial hebert
CMU
Eli Shechtman
Senior Principal Scientist, Adobe Research
Oliver Wang
Google Research