Valentin Deschaintre

63 papers A* 4Journal 49Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
An evaluation of SVBRDF Prediction from Generative Image Models for Appearance Modeling of 3D Scenes.
CoRR
Alban Gauthier, Valentin Deschaintre, Alexandre Lanvin, Frédo Durand, Adrien Bousseau, George Drettakis
2025 J jnl
Fine-Grained Spatially Varying Material Selection in Images.
CoRR
Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev, Elena Garces, Diego Gutierrez, Belén Masiá, Valentin Deschaintre
2025 J jnl
Fine-Grained Spatially Varying Material Selection in Images.
ACM Trans. Graph.
Julia Guerrero-Viu, Michael Fischer, Iliyan Georgiev, Elena Garces, Diego Gutierrez, Belén Masiá, Valentin Deschaintre
2025 J jnl
GimbalDiffusion: Gravity-Aware Camera Control for Video Generation.
CoRR
Frédéric Fortier-Chouinard, Yannick Hold-Geoffroy, Valentin Deschaintre, Matheus Gadelha, Jean-François Lalonde
2025 J jnl
IntrinsicEdit: Precise generative image manipulation in intrinsic space.
CoRR
Linjie Lyu, Valentin Deschaintre, Yannick Hold-Geoffroy, Milos Hasan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobalt, Iliyan Georgiev
2025 J jnl
IntrinsicEdit: Precise generative image manipulation in intrinsic space.
ACM Trans. Graph.
Linjie Lyu, Valentin Deschaintre, Yannick Hold-Geoffroy, Milos Hasan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobalt, Iliyan Georgiev
2025 J jnl
MatSwap: Light-aware material transfers in images.
Comput. Graph. Forum
Ivan Lopes, Valentin Deschaintre, Yannick Hold-Geoffroy, Raoul de Charette
2025 J jnl
MatSwap: Light-aware material transfers in images.
CoRR
Ivan Lopes, Valentin Deschaintre, Yannick Hold-Geoffroy, Raoul de Charette
2025 J jnl
MaterialPicker: Multi-Modal DiT-Based Material Generation.
ACM Trans. Graph.
Xiaohe Ma, Valentin Deschaintre, Milos Hasan, Fujun Luan, Kun Zhou, Hongzhi Wu, Yiwei Hu
2025 J jnl
RealMat: Realistic Materials with Diffusion and Reinforcement Learning.
CoRR
Xilong Zhou, Pedro Figueirêdo, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Yiwei Hu, Nima Khademi Kalantari
2025 — conf
Uncertainty for SVBRDF Acquisition using Frequency Analysis.
SIGGRAPH (Conference Paper Track)
Ruben Wiersma, Julien Philip, Milos Hasan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre
2025 J jnl
UniLight: A Unified Representation for Lighting.
CoRR
Zitian Zhang, Iliyan Georgiev, Michael Fischer, Yannick Hold-Geoffroy, Jean-François Lalonde, Valentin Deschaintre
2025 J jnl
V-RGBX: Video Editing with Accurate Controls over Intrinsic Properties.
CoRR
Ye Fang, Tong Wu, Valentin Deschaintre, Duygu Ceylan, Iliyan Georgiev, Chun-Hao Paul Huang, Yiwei Hu, Xuelin Chen, Tuanfeng Yang Wang
2024 J jnl
ControlMat: A Controlled Generative Approach to Material Capture.
ACM Trans. Graph.
Giuseppe Vecchio, Rosalie Martin, Arthur Roullier, Adrien Kaiser, Romain Rouffet, Valentin Deschaintre, Tamy Boubekeur
2024 J jnl
Direct Manipulation of Procedural Implicit Surfaces.
ACM Trans. Graph.
Marzia Riso, Élie Michel, Axel Paris, Valentin Deschaintre, Mathieu Gaillard, Fabio Pellacini
2024 J jnl
Fast and Uncertainty-Aware SVBRDF Recovery from Multi-View Capture using Frequency Domain Analysis.
CoRR
Ruben Wiersma, Julien Philip, Milos Hasan, Krishna Mullia, Fujun Luan, Elmar Eisemann, Valentin Deschaintre
2024 J jnl
MatAtlas: Text-driven Consistent Geometry Texturing and Material Assignment.
CoRR
Duygu Ceylan, Valentin Deschaintre, Thibault Groueix, Rosalie Martin, Chun-Hao Paul Huang, Romain Rouffet, Vladimir G. Kim, Gaëtan Lassagne
2024 A* conf
MatSynth: A Modern PBR Materials Dataset.
CVPR
Giuseppe Vecchio, Valentin Deschaintre
2024 J jnl
MatSynth: A Modern PBR Materials Dataset.
CoRR
Giuseppe Vecchio, Valentin Deschaintre
2024 J jnl
MaterialPicker: Multi-Modal Material Generation with Diffusion Transformers.
CoRR
Xiaohe Ma, Valentin Deschaintre, Milos Hasan, Fujun Luan, Kun Zhou, Hongzhi Wu, Yiwei Hu
2024 J jnl
MeshLRM: Large Reconstruction Model for High-Quality Mesh.
CoRR
Xinyue Wei, Kai Zhang, Sai Bi, Hao Tan, Fujun Luan, Valentin Deschaintre, Kalyan Sunkavalli, Hao Su, Zexiang Xu
2024 J jnl
Procedural Material Generation with Reinforcement Learning.
ACM Trans. Graph.
Beichen Li, Yiwei Hu, Paul Guerrero, Milos Hasan, Liang Shi, Valentin Deschaintre, Wojciech Matusik
2024 — conf
RGB↔X: Image decomposition and synthesis using material- and lighting-aware diffusion models.
SIGGRAPH (Conference Paper Track)
Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev, Yannick Hold-Geoffroy, Yiwei Hu, Fujun Luan, Ling-qi Yan, Milos Hasan
2024 J jnl
RGB↔X: Image decomposition and synthesis using material- and lighting-aware diffusion models.
CoRR
Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev, Yannick Hold-Geoffroy, Yiwei Hu, Fujun Luan, Lingqi Yan, Milos Hasan
2024 J jnl
SAMa: Material-aware 3D Selection and Segmentation.
CoRR
Michael Fischer, Iliyan Georgiev, Thibault Groueix, Vladimir G. Kim, Tobias Ritschel, Valentin Deschaintre
2024 — conf
TexSliders: Diffusion-Based Texture Editing in CLIP Space.
SIGGRAPH (Conference Paper Track)
Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar, Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belén Masiá, Valentin Deschaintre
2024 J jnl
TexSliders: Diffusion-Based Texture Editing in CLIP Space.
CoRR
Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar, Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belén Masiá, Valentin Deschaintre
2023 J jnl
A Semi-Procedural Convolutional Material Prior.
Comput. Graph. Forum
Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Khademi Kalantari
2023 J jnl
ControlMat: A Controlled Generative Approach to Material Capture.
CoRR
Giuseppe Vecchio, Rosalie Martin, Arthur Roullier, Adrien Kaiser, Romain Rouffet, Valentin Deschaintre, Tamy Boubekeur
2023 — conf
Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training.
EGSR (ST)
Julien Philip, Valentin Deschaintre
2023 — conf
Generating Procedural Materials from Text or Image Prompts.
SIGGRAPH (Conference Paper Track)
Yiwei Hu, Paul Guerrero, Milos Hasan, Holly E. Rushmeier, Valentin Deschaintre
2023 J jnl
Generating Procedural Materials from Text or Image Prompts.
CoRR
Yiwei Hu, Paul Guerrero, Milos Hasan, Holly E. Rushmeier, Valentin Deschaintre
2023 J jnl
Materialistic: Selecting Similar Materials in Images.
CoRR
Prafull Sharma, Julien Philip, Michaël Gharbi, William T. Freeman, Frédo Durand, Valentin Deschaintre
2023 J jnl
Materialistic: Selecting Similar Materials in Images.
ACM Trans. Graph.
Prafull Sharma, Julien Philip, Michaël Gharbi, Bill Freeman, Frédo Durand, Valentin Deschaintre
2023 A* conf
PSDR-Room: Single Photo to Scene using Differentiable Rendering.
SIGGRAPH Asia
Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao
2023 J jnl
PSDR-Room: Single Photo to Scene using Differentiable Rendering.
CoRR
Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao
2023 — conf
PhotoMat: A Material Generator Learned from Single Flash Photos.
SIGGRAPH (Conference Paper Track)
Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari
2023 J jnl
PhotoMat: A Material Generator Learned from Single Flash Photos.
CoRR
Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari
2023 J jnl
Radiance Field Gradient Scaling for Unbiased Near-Camera Training.
CoRR
Julien Philip, Valentin Deschaintre
2023 J jnl
The Visual Language of Fabrics.
CoRR
Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belén Masiá
2023 J jnl
The Visual Language of Fabrics.
ACM Trans. Graph.
Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belén Masiá
2022 J jnl
An Inverse Procedural Modeling Pipeline for SVBRDF Maps.
ACM Trans. Graph.
Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, Holly E. Rushmeier
2022 J jnl
Controlling Material Appearance by Examples.
Comput. Graph. Forum
Yiwei Hu, Milos Hasan, Paul Guerrero, Holly E. Rushmeier, Valentin Deschaintre
2022 J jnl
Controlling Material Appearance by Examples.
CoRR
Yiwei Hu, Milos Hasan, Paul Guerrero, Holly E. Rushmeier, Valentin Deschaintre
2022 — conf
Node Graph Optimization Using Differentiable Proxies.
SIGGRAPH (Conference Paper Track)
Yiwei Hu, Paul Guerrero, Milos Hasan, Holly E. Rushmeier, Valentin Deschaintre
2022 J jnl
Node Graph Optimization Using Differentiable Proxies.
CoRR
Yiwei Hu, Paul Guerrero, Milos Hasan, Holly E. Rushmeier, Valentin Deschaintre
2022 J jnl
Paying U-Attention to Textures: Multi-Stage Hourglass Vision Transformer for Universal Texture Synthesis.
CoRR
Shouchang Guo, Valentin Deschaintre, Douglas C. Noll, Arthur Roullier
2022 — conf
Spectral Upsampling Approaches for RGB Illumination.
EGSR (ST)
Giuseppe Claudio Guarnera, Yuliya Gitlina, Valentin Deschaintre, Abhijeet Ghosh
2022 A* conf
TileGen: Tileable, Controllable Material Generation and Capture.
SIGGRAPH Asia
Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Khademi Kalantari
2022 J jnl
TileGen: Tileable, Controllable Material Generation and Capture.
CoRR
Xilong Zhou, Milos Hasan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Khademi Kalantari
2022 — conf
U-Attention to Textures: Hierarchical Hourglass Vision Transformer for Universal Texture Synthesis.
CVMP
Shouchang Guo, Valentin Deschaintre, Douglas C. Noll, Arthur Roullier
2021 J jnl
An Inverse Procedural Modeling Pipeline for SVBRDF Maps.
CoRR
Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, Holly E. Rushmeier
2021 A* conf
Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition.
CVPR
Valentin Deschaintre, Yiming Lin, Abhijeet Ghosh
2021 J jnl
Deep Polarization Imaging for 3D shape and SVBRDF Acquisition.
CoRR
Valentin Deschaintre, Yiming Lin, Abhijeet Ghosh
2021 J jnl
Generative Modelling of BRDF Textures from Flash Images.
CoRR
Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel
2021 J jnl
Generative modelling of BRDF textures from flash images.
ACM Trans. Graph.
Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel
2020 J jnl
Guided Fine-Tuning for Large-Scale Material Transfer.
Comput. Graph. Forum
Valentin Deschaintre, George Drettakis, Adrien Bousseau
2020 J jnl
Guided Fine-Tuning for Large-Scale Material Transfer.
CoRR
Valentin Deschaintre, George Drettakis, Adrien Bousseau
2019 J jnl
Flexible SVBRDF Capture with a Multi-Image Deep Network.
Comput. Graph. Forum
Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau
2019 J jnl
Flexible SVBRDF Capture with a Multi-Image Deep Network.
CoRR
Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau
2019 — —
Lightweight material acquisition using deep learning. (Acquisition légère de matériaux par apprentissage profond).
Valentin Deschaintre
2018 J jnl
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network.
CoRR
Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau
2018 J jnl
Single-image SVBRDF capture with a rendering-aware deep network.
ACM Trans. Graph.
Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis, Adrien Bousseau