Alexei A. Efros

Alexei A. Efros

University of California, Berkeley

H-index: 106

North America-United States

About Alexei A. Efros

Alexei A. Efros, With an exceptional h-index of 106 and a recent h-index of 84 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of computer vision, machine learning, computer graphics, computational photography.

His recent articles reflect a diverse array of research interests and contributions to the field:

Disentangled 3D Scene Generation with Layout Learning

Generating modified digital images utilizing a global and spatial autoencoder

Rethinking Patch Dependence for Masked Autoencoders

Synthesizing Moving People with 3D Control

Generalizing Dataset Distillation via Deep Generative Prior

Generating collage digital images by combining scene layouts and pixel colors utilizing generative neural networks

Rosetta Neurons: Mining the Common Units in a Model Zoo

Sequential modeling enables scalable learning for large vision models

Alexei A. Efros Information

University

Position

___

Citations(all)

124899

Citations(since 2020)

91599

Cited By

64813

hIndex(all)

106

hIndex(since 2020)

84

i10Index(all)

157

i10Index(since 2020)

143

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Alexei A. Efros Skills & Research Interests

computer vision

machine learning

computer graphics

computational photography

Top articles of Alexei A. Efros

Title

Journal

Author(s)

Publication Date

Disentangled 3D Scene Generation with Layout Learning

arXiv preprint arXiv:2402.16936

Dave Epstein

Ben Poole

Ben Mildenhall

Alexei A Efros

Aleksander Holynski

2024/2/26

Generating modified digital images utilizing a global and spatial autoencoder

2024/2/6

Rethinking Patch Dependence for Masked Autoencoders

arXiv preprint arXiv:2401.14391

Letian Fu

Long Lian

Renhao Wang

Baifeng Shi

Xudong Wang

...

2024/1/25

Synthesizing Moving People with 3D Control

arXiv preprint arXiv:2401.10889

Boyi Li

Jathushan Rajasegaran

Yossi Gandelsman

Alexei A Efros

Jitendra Malik

2024/1/19

Generalizing Dataset Distillation via Deep Generative Prior

George Cazenavette

Tongzhou Wang

Antonio Torralba

Alexei A Efros

Jun-Yan Zhu

2023/5/2

Generating collage digital images by combining scene layouts and pixel colors utilizing generative neural networks

2023/8/17

Rosetta Neurons: Mining the Common Units in a Model Zoo

Amil Dravid

Yossi Gandelsman

Alexei A Efros

Assaf Shocher

2023/10

Sequential modeling enables scalable learning for large vision models

arXiv preprint arXiv:2312.00785

Yutong Bai

Xinyang Geng

Karttikeya Mangalam

Amir Bar

Alan Yuille

...

2023/12/1

Putting People in Their Place: Affordance-Aware Human Insertion into Scenes

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Sumith Kulal

Tim Brooks

Alex Aiken

Jiajun Wu

Jimei Yang

...

2023/4/27

Generating modified digital images incorporating scene layout utilizing a swapping autoencoder

2023/8/3

Evaluating Data Attribution for Text-to-Image Models

Sheng-Yu Wang

Alexei A Efros

Jun-Yan Zhu

Richard Zhang

2023/10

Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives

Advances in Neural Information Processing Systems

Tom Monnier

Jake Austin

Angjoo Kanazawa

Alexei Efros

Mathieu Aubry

2023/12/15

Image quilting for texture synthesis and transfer

Alexei A Efros

William T Freeman

2023/8/1

Instruct-nerf2nerf: Editing 3d scenes with instructions

Ayaan Haque

Matthew Tancik

Alexei A Efros

Aleksander Holynski

Angjoo Kanazawa

2023

Diffusion self-guidance for controllable image generation

Advances in Neural Information Processing Systems

Dave Epstein

Allan Jabri

Ben Poole

Alexei Efros

Aleksander Holynski

2023/12/15

Test-time training on video streams

arXiv preprint arXiv:2307.05014

Renhao Wang

Yu Sun

Yossi Gandelsman

Xinlei Chen

Alexei A Efros

...

2023/7/11

Few-shot digital image generation using gan-to-gan translation

2023/9/19

Idempotent generative network

arXiv preprint arXiv:2311.01462

Assaf Shocher

Amil Dravid

Yossi Gandelsman

Inbar Mosseri

Michael Rubinstein

...

2023/11/2

Internet Explorer: targeted representation learning on the open web

Alexander Cong Li

Ellis Langham Brown

Alexei A Efros

Deepak Pathak

2023/7/3

User-guided image generation

2023/8/31

See List of Professors in Alexei A. Efros University(University of California, Berkeley)

Co-Authors

H-index: 161
Trevor Darrell

Trevor Darrell

University of California, Berkeley

H-index: 141
William T. Freeman

William T. Freeman

Massachusetts Institute of Technology

H-index: 138
Antonio Torralba

Antonio Torralba

Massachusetts Institute of Technology

H-index: 122
martial hebert

martial hebert

Carnegie Mellon University

H-index: 102
Abhinav Gupta

Abhinav Gupta

Carnegie Mellon University

H-index: 75
Josef Sivic

Josef Sivic

Ceské vysoké ucení technické v Praze

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