Fredo Durand

Fredo Durand

Massachusetts Institute of Technology

H-index: 101

North America-United States

About Fredo Durand

Fredo Durand, With an exceptional h-index of 101 and a recent h-index of 70 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Computer Graphics, Computational Photography.

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

Diffusion with forward models: Solving stochastic inverse problems without direct supervision

Systems and methods for reconstructing a scene in three dimensions from a two-dimensional image

Imaging privacy threats from an ambient light sensor

Gemino: Practical and robust neural compression for video conferencing

Alchemist: Parametric control of material properties with diffusion models

Slang. d: Fast, modular and differentiable shader programming

One-step diffusion with distribution matching distillation

Materialistic: Selecting similar materials in images

Fredo Durand Information

University

Position

Professor of Computer Science

Citations(all)

49452

Citations(since 2020)

21247

Cited By

36572

hIndex(all)

101

hIndex(since 2020)

70

i10Index(all)

256

i10Index(since 2020)

187

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Fredo Durand Skills & Research Interests

Computer Graphics

Computational Photography

Top articles of Fredo Durand

Title

Journal

Author(s)

Publication Date

Diffusion with forward models: Solving stochastic inverse problems without direct supervision

Advances in Neural Information Processing Systems

Ayush Tewari

Tianwei Yin

George Cazenavette

Semon Rezchikov

Josh Tenenbaum

...

2024/2/13

Systems and methods for reconstructing a scene in three dimensions from a two-dimensional image

2024/1/30

Imaging privacy threats from an ambient light sensor

Science Advances

Yang Liu

Gregory W Wornell

William T Freeman

Frédo Durand

2024/1/10

Gemino: Practical and robust neural compression for video conferencing

arXiv preprint arXiv:2209.10507

Vibhaalakshmi Sivaraman

Pantea Karimi

Vedantha Venkatapathy

Mehrdad Khani

Sadjad Fouladi

...

2022/9/21

Alchemist: Parametric control of material properties with diffusion models

arXiv preprint arXiv:2312.02970

Prafull Sharma

Varun Jampani

Yuanzhen Li

Xuhui Jia

Dmitry Lagun

...

2023/12/5

Slang. d: Fast, modular and differentiable shader programming

ACM Transactions on Graphics (TOG)

Sai Praveen Bangaru

Lifan Wu

Tzu-Mao Li

Jacob Munkberg

Gilbert Bernstein

...

2023/12/4

One-step diffusion with distribution matching distillation

arXiv preprint arXiv:2311.18828

Tianwei Yin

Michaël Gharbi

Richard Zhang

Eli Shechtman

Fredo Durand

...

2023/11/30

Materialistic: Selecting similar materials in images

ACM Transactions on Graphics (TOG)

Prafull Sharma

Julien Philip

Michaël Gharbi

Bill Freeman

Fredo Durand

...

2023/8/1

Fastcomposer: Tuning-free multi-subject image generation with localized attention

arXiv preprint arXiv:2305.10431

Guangxuan Xiao

Tianwei Yin

William T Freeman

Frédo Durand

Song Han

2023/5/17

Can Shadows Reveal Biometric Information?

Safa C Medin

Amir Weiss

Frédo Durand

William T Freeman

Gregory W Wornell

2023

When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations

Nature Machine Intelligence

Spandan Madan

Timothy Henry

Jamell Dozier

Helen Ho

Nishchal Bhandari

...

2022/2

Differentiable rendering of neural sdfs through reparameterization

Sai Praveen Bangaru

Michael Gharbi

Fujun Luan

Tzu-Mao Li

Kalyan Sunkavalli

...

2022/11/29

Learning to generate line drawings that convey geometry and semantics

CVPR 2022

Caroline Chan

Fredo Durand

Phillip Isola

2022/3/23

Systems and methods of detecting moving obstacles

2022/9/6

Neural groundplans: Persistent neural scene representations from a single image

arXiv preprint arXiv:2207.11232

Prafull Sharma

Ayush Tewari

Yilun Du

Sergey Zakharov

Rares Ambrus

...

2022/7/22

An amphibious artificial vision system with a panoramic visual field

Nature Electronics

Mincheol Lee

Gil Ju Lee

Hyuk Jae Jang

Eehyung Joh

Hyojin Cho

...

2022/7

Unsupervised discovery and composition of object light fields

TMLR

Cameron Smith

Hong-Xing Yu

Sergey Zakharov

Fredo Durand

Joshua B Tenenbaum

...

2023/5/8

Single-shot scene reconstruction

Sergey Zakharov

Rares Andrei Ambrus

Vitor Campagnolo Guizilini

Dennis Park

Wadim Kehl

...

2021/6/19

Motion sensing wi-fi sensor networks for continuous 3D modeling and prediction of facility responses to disturbances

2021/5/4

Parsing and summarizing infographics with synthetically trained icon detection

Spandan Madan

Zoya Bylinskii

Carolina Nobre

Matthew Tancik

Adria Recasens

...

2021/4/19

See List of Professors in Fredo Durand University(Massachusetts Institute of Technology)

Co-Authors

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: 85
Wojciech Matusik

Wojciech Matusik

Massachusetts Institute of Technology

H-index: 79
Ravi Ramamoorthi

Ravi Ramamoorthi

University of California, San Diego

H-index: 57
Matthias Zwicker

Matthias Zwicker

University of Maryland, Baltimore

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