LightIt: Illumination Modeling and Control for Diffusion Models

v1v2 (latest)

LightIt: Illumination Modeling and Control for Diffusion Models

15 March 2024

Kalyan Sunkavalli

Matthias Nießner

Yannick Hold-Geoffroy

ArXiv (abs)PDF HTML HuggingFace (17 upvotes)

Papers citing "LightIt: Illumination Modeling and Control for Diffusion Models"

13 / 13 papers shown

Title
Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering Shanlin Sun Yifan Wang Hanwen Zhang Yifeng Xiong Qin Ren Ruogu Fang Xiaohui Xie Chenyu You 36 0 0 20 Aug 2025
Make Your MoVe: Make Your 3D Contents by Adapting Multi-View Diffusion Models to External Editing Weitao Wang Haoran Xu Jun Meng Haoqian Wang DiffM 20 0 0 11 Aug 2025
UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting Kai He Ruofan Liang Jacob Munkberg J. Hasselgren Nandita Vijaykumar Alexander Keller Sanja Fidler Igor Gilitschenski Zan Gojcic Zian Wang 117 0 0 18 Jun 2025
IntrinsicEdit: Precise generative image manipulation in intrinsic space Linjie Lyu Valentin Deschaintre Yannick Hold-Geoffroy Jian Yang Jae Shin Yoon Thomas Leimkuhler Christian Theobalt Iliyan Georgiev DiffM 145 0 0 13 May 2025
Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models Haoming Cai Tsung-Wei Huang Shiv Gehlot Brandon Yushan Feng Sachin Shah Guan-Ming Su Christopher A. Metzler DiffM 162 0 0 27 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 220 1 0 10 Mar 2025
MatSwap: Light-aware material transfers in images Ivan Lopes Valentin Deschaintre Yannick Hold-Geoffroy Raoul de Charette DiffM 281 0 0 11 Feb 2025
GenLit: Reformulating Single-Image Relighting as Video Generation Shrisha Bharadwaj Haiwen Feng Giorgio Becherini Victoria Fernandez-Abrevaya Michael J. Black VGen 208 4 0 15 Dec 2024
Birth and Death of a Rose Chen Geng Yunzhi Zhang Shangzhe Wu Jiajun Wu AI4CE 177 2 0 06 Dec 2024
ZeroComp: Zero-shot Object Compositing from Image Intrinsics via Diffusion Zitian Zhang Frédéric Fortier-Chouinard Mathieu Garon Anand Bhattad Jean-François Lalonde DiffM 195 8 0 10 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 191 14 0 28 Sep 2024
Latent Intrinsics Emerge from Training to Relight Xiao Zhang William Gao Seemandhar Jain Michael Maire David.A.Forsyth Anand Bhattad 136 7 0 31 May 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 387 135 0 27 Feb 2024