Yannick Hold-Geoffroy

Senior Research Scientist

Remote

Yannick Hold-Geoffroy is a Québec-born senior research scientist and engineer specializing in the intersection of computer vision, computer graphics, and machine learning. He has authored over 30 publications in leading venues such as CVPR, ICCV, ECCV, and SIGGRAPH, with a primary focus on light estimation and modeling, material editing, and neural asset generation.

At Adobe, Yannick has contributed to several key features across the Substance suite, including the 3D compositing Match Image tool, as well as Adobe’s AI capabilities including Photoshop’s Neural Filters and Firefly. His research explores how neural networks interpret and reason about geometry and lighting—bridging the gap between human and machine visual perception and empowering artists and designers with intuitive, intelligent tools to bring their creative visions to life.

More information at yannickhold.com.

Publications

Motion Modes: What Could Happen Next?

Pandey, Karran., Gadelha, Matheus., Hold-Geoffroy, Yannick., Singh, Karan., Mitra, Niloy., Guerrero, Paul. (Jun. 9, 2025)

CVPR 2025

PreciseCam: Precise Camera Control for Text-to-Image Generation

Bernal-Berdu, Edurne., Serrano, Ana., Masia, Belen., Gadelha, Matheus., Hold-Geoffroy, Yannick., Sun, Xin., Gutierrez, Diego. (Jun. 9, 2025)

CVPR 2025

RGB<->X: Image Decomposition and Synthesis Using Material- and Lighting-aware Diffusion Models

Zeng, Zheng., Deschaintre, Valentin., Georgiev, Iliyan., Hold-Geoffroy, Yannick., Hu, Yiwei., Luan, Fujun., Yan, Ling-Qi., Hasan, Milos. (Jul. 25, 2024)

SIGGRAPH 2024

Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D

Pandey, Karran., Guerrero, Paul., Gadelha, Matheus., Hold-Geoffroy, Yannick., Singh, Karan., Mitra, Niloy. (Jun. 17, 2024)

CVPR 2024

PhotoMat: A Material Generator Learned from Single Flash Photos

Zhou, Xilong., Hašan, Miloš., Deschaintre, Valentin., Guerrero, Paul., Hold-Geoffroy, Yannick., Sunkavalli, Kalyan., Kalantari, Nima. (Aug. 1, 2023)

Siggraph 2023

RGB2AO: Ambient Occlusion Generation from RGB Images

Inoue, Naoto., Ito, Daichi., Hold-Geoffroy, Yannick., Mai, Long., Price, Brian., Yamasaki, Toshihiko. (May. 25, 2020)

Eurographics 2020

AutoToon: Automatic Geometric Warping for Face Cartoon Generation

Gong, Julia., Hold-Geoffroy, Yannick., Lu, Jingwan., Lu, Jingwan. (Mar. 1, 2020)

The IEEE Winter Conference on Applications of Computer Vision (WACV2020)

Deep Parametric Indoor Lighting Estimation

Gardner, Marc-André., Hold-Geoffroy, Yannick., Sunkavalli, Kalyan., Gagné, Christian., Lalonde, Jean-François. (Oct. 27, 2019)

ICCV 2019

All-Weather Deep Outdoor Lighting Estimation

Zhang, Jinsong., Sunkavalli, Kalyan., Hold-Geoffroy, Yannick., Hadap, Sunil., Lalonde, Jean-François. (Jun. 1, 2019)

CVPR 2019

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