Concepedia

Valentin Deschaintre

VD

16

Publications

576

Citations

14

H-Index

2018

Active since

Affiliations

Adobe Systems (United States)(Current)

Massachusetts Institute of Technology

Yale University

Ansys (United States)

Universidad de Zaragoza

Valentin Deschaintre is an author at Adobe Systems (United States) specializing in engineering, machine learning, and computer vision.

Top concepts

EngineeringMachine LearningDeep LearningComputer VisionImage AnalysisData ScienceMachine VisionSynthetic Image GenerationComputer ScienceScene Understanding

Publications per year

2018–2024

16

Publications

16

Single-image SVBRDF capture with a rendering-aware deep network

Valentin Deschaintre, Miika Aittala, Frédo Durand et al. · ACM Transactions on Graphics · 2018 · 253 citations · Full text

Realistic Rendering, Engineering, Machine Learning +17

Guided Fine‐Tuning for Large‐Scale Material Transfer

Valentin Deschaintre, George Drettakis, Adrien Bousseau · Computer Graphics Forum · 2020 · 38 citations · Full text

Large‐scale Material Transfer, Target Image, Engineering +15

TileGen: Tileable, Controllable Material Generation and Capture

Xilong Zhou, Miloš Hašan, Valentin Deschaintre et al. · 2022 · 36 citations

RGB↔X: Image decomposition and synthesis using material- and lighting-aware diffusion models

Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev et al. · 2024 · 34 citations · Full text

PhotoMat: A Material Generator Learned from Single Flash Photos

Xilong Zhou, Miloš Hašan, Valentin Deschaintre et al. · 2023 · 26 citations · Full text

Realistic Rendering, Engineering, Machine Learning +16

Rows per page

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