Valentin Deschaintre

According to our database, Valentin Deschaintre authored at least 42 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SAMa: Material-Aware 3D Selection and Segmentation.

Michael Fischer, Iliyan Georgiev, Thibault Groueix, Vladimir G. Kim, Tobias Ritschel, Valentin Deschaintre

Proceedings of the International Conference on 3D Visio, 2026

2025

Fine-Grained Spatially Varying Material Selection in Images.

Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev, Elena Garces, Diego Gutierrez, Belén Masiá, Valentin Deschaintre

ACM Trans. Graph., December, 2025

An evaluation of SVBRDF Prediction from Generative Image Models for Appearance Modeling of 3D Scenes.

Alban Gauthier, Valentin Deschaintre, Alexandre Lanvin, Frédo Durand, Adrien Bousseau, George Drettakis

CoRR, December, 2025

V-RGBX: Video Editing with Accurate Controls over Intrinsic Properties.

Ye Fang, Tong Wu, Valentin Deschaintre, Duygu Ceylan, Iliyan Georgiev, Chun-Hao Paul Huang, Yiwei Hu, Xuelin Chen, Tuanfeng Yang Wang

CoRR, December, 2025

GimbalDiffusion: Gravity-Aware Camera Control for Video Generation.

Frédéric Fortier-Chouinard, Yannick Hold-Geoffroy, Valentin Deschaintre, Matheus Gadelha, Jean-François Lalonde

CoRR, December, 2025

UniLight: A Unified Representation for Lighting.

Zitian Zhang, Iliyan Georgiev, Michael Fischer, Yannick Hold-Geoffroy, Jean-François Lalonde, Valentin Deschaintre

CoRR, December, 2025

RealMat: Realistic Materials with Diffusion and Reinforcement Learning.

Xilong Zhou, Pedro Figueirêdo, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Yiwei Hu, Nima Khademi Kalantari

CoRR, September, 2025

MaterialPicker: Multi-Modal DiT-Based Material Generation.

Xiaohe Ma, Valentin Deschaintre, Milos Hasan, Fujun Luan, Kun Zhou, Hongzhi Wu, Yiwei Hu

ACM Trans. Graph., August, 2025

IntrinsicEdit: Precise generative image manipulation in intrinsic space.

Linjie Lyu, Valentin Deschaintre, Yannick Hold-Geoffroy, Milos Hasan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobalt, Iliyan Georgiev

ACM Trans. Graph., August, 2025

MatSwap: Light-aware material transfers in images.

Ivan Lopes, Valentin Deschaintre, Yannick Hold-Geoffroy, Raoul de Charette

Comput. Graph. Forum, 2025

Uncertainty for SVBRDF Acquisition using Frequency Analysis.

Ruben Wiersma, Julien Philip, Milos Hasan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2025

2024

Direct Manipulation of Procedural Implicit Surfaces.

Marzia Riso, Élie Michel, Axel Paris, Valentin Deschaintre, Mathieu Gaillard, Fabio Pellacini

ACM Trans. Graph., December, 2024

Procedural Material Generation with Reinforcement Learning.

Beichen Li, Yiwei Hu, Paul Guerrero, Milos Hasan, Liang Shi, Valentin Deschaintre, Wojciech Matusik

ACM Trans. Graph., December, 2024

ControlMat: A Controlled Generative Approach to Material Capture.

Giuseppe Vecchio, Rosalie Martin, Arthur Roullier, Adrien Kaiser, Romain Rouffet, Valentin Deschaintre, Tamy Boubekeur

ACM Trans. Graph., October, 2024

MaterialPicker: Multi-Modal Material Generation with Diffusion Transformers.

Xiaohe Ma, Valentin Deschaintre, Milos Hasan, Fujun Luan, Kun Zhou, Hongzhi Wu, Yiwei Hu

CoRR, 2024

Fast and Uncertainty-Aware SVBRDF Recovery from Multi-View Capture using Frequency Domain Analysis.

Ruben Wiersma, Julien Philip, Milos Hasan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre

CoRR, 2024

MeshLRM: Large Reconstruction Model for High-Quality Mesh.

Xinyue Wei, Kai Zhang, Sai Bi, Hao Tan, Fujun Luan, Valentin Deschaintre, Kalyan Sunkavalli, Hao Su, Zexiang Xu

CoRR, 2024

MatAtlas: Text-driven Consistent Geometry Texturing and Material Assignment.

Duygu Ceylan, Valentin Deschaintre, Thibault Groueix, Rosalie Martin, Chun-Hao Paul Huang, Romain Rouffet, Vladimir G. Kim, Gaëtan Lassagne

CoRR, 2024

TexSliders: Diffusion-Based Texture Editing in CLIP Space.

Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar, Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belén Masiá, Valentin Deschaintre

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

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

Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev, Yannick Hold-Geoffroy, Yiwei Hu, Fujun Luan, Ling-Qi Yan, Milos Hasan

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

MatSynth: A Modern PBR Materials Dataset.

Giuseppe Vecchio, Valentin Deschaintre

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Semi-Procedural Convolutional Material Prior.

Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Khademi Kalantari

Comput. Graph. Forum, September, 2023

Materialistic: Selecting Similar Materials in Images.

Prafull Sharma, Julien Philip, Michaël Gharbi, Bill Freeman, Frédo Durand, Valentin Deschaintre

ACM Trans. Graph., August, 2023

The Visual Language of Fabrics.

Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belén Masiá

ACM Trans. Graph., August, 2023

Radiance Field Gradient Scaling for Unbiased Near-Camera Training.

Julien Philip, Valentin Deschaintre

CoRR, 2023

PSDR-Room: Single Photo to Scene using Differentiable Rendering.

Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

PhotoMat: A Material Generator Learned from Single Flash Photos.

Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari

Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

Generating Procedural Materials from Text or Image Prompts.

Yiwei Hu, Paul Guerrero, Milos Hasan, Holly E. Rushmeier, Valentin Deschaintre

Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training.

Julien Philip, Valentin Deschaintre

Proceedings of the 34th Eurographics Symposium Rendering, 2023

2022

An Inverse Procedural Modeling Pipeline for SVBRDF Maps.

Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, Holly E. Rushmeier

ACM Trans. Graph., 2022

Paying U-Attention to Textures: Multi-Stage Hourglass Vision Transformer for Universal Texture Synthesis.

Shouchang Guo, Valentin Deschaintre, Douglas C. Noll, Arthur Roullier

CoRR, 2022

Controlling Material Appearance by Examples.

Yiwei Hu, Milos Hasan, Paul Guerrero, Holly E. Rushmeier, Valentin Deschaintre

Comput. Graph. Forum, 2022

TileGen: Tileable, Controllable Material Generation and Capture.

Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Khademi Kalantari

Proceedings of the SIGGRAPH Asia 2022 Conference Papers, 2022

Node Graph Optimization Using Differentiable Proxies.

Yiwei Hu, Paul Guerrero, Milos Hasan, Holly E. Rushmeier, Valentin Deschaintre

Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 2022

Spectral Upsampling Approaches for RGB Illumination.

Giuseppe Claudio Guarnera, Yuliya Gitlina, Valentin Deschaintre, Abhijeet Ghosh

Proceedings of the 33rd Eurographics Symposium on Rendering, 2022

U-Attention to Textures: Hierarchical Hourglass Vision Transformer for Universal Texture Synthesis.

Shouchang Guo, Valentin Deschaintre, Douglas C. Noll, Arthur Roullier

Proceedings of the European Conference on Visual Media Production, 2022

2021

Generative modelling of BRDF textures from flash images.

Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel

ACM Trans. Graph., 2021

Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition.

Valentin Deschaintre, Yiming Lin, Abhijeet Ghosh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Guided Fine-Tuning for Large-Scale Material Transfer.

Valentin Deschaintre, George Drettakis, Adrien Bousseau

Comput. Graph. Forum, 2020

2019

Lightweight material acquisition using deep learning. (Acquisition légère de matériaux par apprentissage profond).

Valentin Deschaintre

PhD thesis, 2019

Flexible SVBRDF Capture with a Multi-Image Deep Network.

Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau

Comput. Graph. Forum, 2019

2018

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

Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau

ACM Trans. Graph., 2018