Single-image SVBRDF capture with a rendering-aware deep network. - Valentin Deschaintre; Miika Aittala; Frédo Durand; George Drettakis; Adrien Bousseau (ACM Trans. Graph., 2018)

Flexible SVBRDF Capture with a Multi-Image Deep Network. - Valentin Deschaintre; Miika Aittala; Frédo Durand; George Drettakis; Adrien Bousseau (Comput. Graph. Forum, 2019)

Lightweight material acquisition using deep learning. (Acquisition légère de matériaux par apprentissage profond). - Valentin Deschaintre (2019)

Guided Fine-Tuning for Large-Scale Material Transfer. - Valentin Deschaintre; George Drettakis; Adrien Bousseau (Comput. Graph. Forum, 2020)

Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition. - Valentin Deschaintre; Yiming Lin; Abhijeet Ghosh (CVPR, 2021)

Generative modelling of BRDF textures from flash images. - Philipp Henzler; Valentin Deschaintre; Niloy J. Mitra; Tobias Ritschel 001 (ACM Trans. Graph., 2021)

U-Attention to Textures: Hierarchical Hourglass Vision Transformer for Universal Texture Synthesis. - Shouchang Guo; Valentin Deschaintre; Douglas C. Noll; Arthur Roullier (CVMP, 2022)

Spectral Upsampling Approaches for RGB Illumination. - Giuseppe Claudio Guarnera; Yuliya Gitlina; Valentin Deschaintre; Abhijeet Ghosh (EGSR (ST), 2022)

Node Graph Optimization Using Differentiable Proxies. - Yiwei Hu; Paul Guerrero 001; Milos Hasan; Holly E. Rushmeier; Valentin Deschaintre (SIGGRAPH (Conference Paper Track), 2022)

TileGen: Tileable, Controllable Material Generation and Capture. - Xilong Zhou; Milos Hasan; Valentin Deschaintre; Paul Guerrero 001; Kalyan Sunkavalli; Nima Khademi Kalantari (SIGGRAPH Asia, 2022)

Controlling Material Appearance by Examples. - Yiwei Hu; Milos Hasan; Paul Guerrero 001; Holly E. Rushmeier; Valentin Deschaintre (Comput. Graph. Forum, 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)

An Inverse Procedural Modeling Pipeline for SVBRDF Maps. - Yiwei Hu; Chengan He; Valentin Deschaintre; Julie Dorsey; Holly E. Rushmeier (ACM Trans. Graph., 2022)

Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training. - Julien Philip; Valentin Deschaintre (EGSR (ST), 2023)

Generating Procedural Materials from Text or Image Prompts. - Yiwei Hu; Paul Guerrero 001; Milos Hasan; Holly E. Rushmeier; Valentin Deschaintre (SIGGRAPH (Conference Paper Track), 2023)

PhotoMat: A Material Generator Learned from Single Flash Photos. - Xilong Zhou; Milos Hasan; Valentin Deschaintre; Paul Guerrero 001; Yannick Hold-Geoffroy; Kalyan Sunkavalli; Nima Khademi Kalantari (SIGGRAPH (Conference Paper Track), 2023)

PSDR-Room: Single Photo to Scene using Differentiable Rendering. - Kai Yan 006; Fujun Luan; Milos Hasan; Thibault Groueix; Valentin Deschaintre; Shuang Zhao (SIGGRAPH Asia, 2023)

Radiance Field Gradient Scaling for Unbiased Near-Camera Training. - Julien Philip; Valentin Deschaintre (CoRR, 2023)

The Visual Language of Fabrics. - Valentin Deschaintre; Julia Guerrero-Viu; Diego Gutierrez; Tamy Boubekeur; Belén Masiá (ACM Trans. Graph., 2023)

Materialistic: Selecting Similar Materials in Images. - Prafull Sharma; Julien Philip; Michaël Gharbi; Bill Freeman; Frédo Durand; Valentin Deschaintre (ACM Trans. Graph., 2023)

A Semi-Procedural Convolutional Material Prior. - Xilong Zhou; Milos Hasan; Valentin Deschaintre; Paul Guerrero 001; Kalyan Sunkavalli; Nima Khademi Kalantari (Comput. Graph. Forum, 2023)

MatSynth: A Modern PBR Materials Dataset. - Giuseppe Vecchio; Valentin Deschaintre (CVPR, 2024)

RGB↔X: Image decomposition and synthesis using material- and lighting-aware diffusion models. - Zheng Zeng 005; Valentin Deschaintre; Iliyan Georgiev; Yannick Hold-Geoffroy; Yiwei Hu; Fujun Luan; Ling-Qi Yan 001; Milos Hasan (SIGGRAPH (Conference Paper Track), 2024)

TexSliders: Diffusion-Based Texture Editing in CLIP Space. - Julia Guerrero-Viu; Milos Hasan; Arthur Roullier; Midhun Harikumar; Yiwei Hu; Paul Guerrero 001; Diego Gutierrez; Belén Masiá; Valentin Deschaintre (SIGGRAPH (Conference Paper Track), 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)

MeshLRM: Large Reconstruction Model for High-Quality Mesh. - Xinyue Wei; Kai Zhang 045; Sai Bi; Hao Tan 002; Fujun Luan; Valentin Deschaintre; Kalyan Sunkavalli; Hao Su 001; Zexiang Xu (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)

SAMa: Material-aware 3D Selection and Segmentation. - Michael Fischer 011; Iliyan Georgiev; Thibault Groueix; Vladimir G. Kim; Tobias Ritschel 001; Valentin Deschaintre (CoRR, 2024)

MaterialPicker: Multi-Modal Material Generation with Diffusion Transformers. - Xiaohe Ma; Valentin Deschaintre; Milos Hasan; Fujun Luan; Kun Zhou 001; Hongzhi Wu; Yiwei Hu (CoRR, 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., 2024)

Procedural Material Generation with Reinforcement Learning. - Beichen Li; Yiwei Hu; Paul Guerrero 001; Milos Hasan; Liang Shi 003; Valentin Deschaintre; Wojciech Matusik (ACM Trans. Graph., 2024)

Direct Manipulation of Procedural Implicit Surfaces. - Marzia Riso; Élie Michel; Axel Paris; Valentin Deschaintre; Mathieu Gaillard; Fabio Pellacini (ACM Trans. Graph., 2024)

MatSwap: Light-aware material transfers in images. - Ivan Lopes; Valentin Deschaintre; Yannick Hold-Geoffroy; Raoul de Charette (Comput. Graph. Forum, 2025)

Fine-Grained Spatially Varying Material Selection in Images. - Julia Guerrero-Viu; Michael Fischer 011; Iliyan Georgiev; Elena Garces 001; Diego Gutierrez; Belén Masiá; Valentin Deschaintre (CoRR, 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., 2025)

MaterialPicker: Multi-Modal DiT-Based Material Generation. - Xiaohe Ma; Valentin Deschaintre; Milos Hasan; Fujun Luan; Kun Zhou 001; Hongzhi Wu; Yiwei Hu (ACM Trans. Graph., 2025)