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Physically-based rendering (PBR) has become a cornerstone in modern computer graphics, enabling realistic material representation and lighting interactions in 3D scenes.
Physically-based shading at disney
Brent Burley and Walt Disney Animation Studios · 2012
Earlier work this paper cites.
Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
Earlier work this paper cites.
Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2020
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Dreamfusion: Text-to-3d using 2d diffusion
Ben Poole, Ajay Jain, Jonathan T Barron, and Ben Mildenhall · 2022
Earlier work this paper cites.
High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Texfusion: Synthesizing 3d textures with text-guided image diffusion models
Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, and Kangxue Yin · 2023
Earlier work this paper cites.
Euclidreamer: fast and high-quality texturing for 3d models with stable diffusion depth
Cindy Le, Congrui Hetang, Chendi Lin, Ang Cao, and Yihui He · 2023
Earlier work this paper cites.
Instant3d: Fast text-to-3d with sparse-view generation and large reconstruction model
Jiahao Li, Hao Tan, Kai Zhang, Zexiang Xu, Fujun Luan, Yinghao Xu, Yicong Hong, Kalyan Sunkavalli, Greg Shakhnarovich, and Sai Bi · 2023
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Syncdreamer: Generating multiview-consistent images from a single-view image
Yuan Liu, Cheng Lin, Zijiao Zeng, Xiaoxiao Long, Lingjie Liu, Taku Komura, and Wenping Wang · 2023
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Sdxl: Improving latent diffusion models for high-resolution image synthesis
Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach · 2023
Earlier work this paper cites.
Texture: Text-guided texturing of 3d shapes
Elad Richardson, Gal Metzer, Yuval Alaluf, Raja Giryes, and Daniel Cohen-Or · 2023
Earlier work this paper cites.
Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman · 2023
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Matfusion: a generative diffusion model for svbrdf capture
Sam Sartor and Pieter Peers · 2023
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Jimeng ai, 2023
JiMent AI Team · 2023
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Imagedream: Image-prompt multi-view diffusion for 3d generation
Peng Wang and Yichun Shi · 2023
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Hyperdreamer: Hyper-realistic 3d content generation and editing from a single image
Tong Wu, Zhibing Li, Shuai Yang, Pan Zhang, Xingang Pan, Jiaqi Wang, Dahua Lin, and Ziwei Liu · 2023
Earlier work this paper cites.
Matlaber: Material-aware text-to-3d via latent brdf auto-encoder
Xudong Xu, Zhaoyang Lyu, Xingang Pan, and Bo Dai · 2023
Earlier work this paper cites.
Ip-adapter: Text compatible image prompt adapter for text-to-image diffusion models
Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, and Wei Yang · 2023
Cited alongside, same era.
Texture generation on 3d meshes with point-uv diffusion
Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Zhengzhe Liu, and Xiaojuan Qi · 2023
Cited alongside, same era.
Meta 3d texturegen: Fast and consistent texture generation for 3d objects
Raphael Bensadoun, Yanir Kleiman, Idan Azuri, Omri Harosh, Andrea Vedaldi, Natalia Neverova, and Oran Gafni · 2024
Cited alongside, same era.
Flashtex: Fast relightable mesh texturing with lightcontrolnet
Kangle Deng, Timothy Omernick, Alexander Weiss, Deva Ramanan, Jun-Yan Zhu, Tinghui Zhou, and Maneesh Agrawala · 2024
Cited alongside, same era.
Text-to-3d generation with bidirectional diffusion using both 2d and 3d priors
Lihe Ding, Shaocong Dong, Zhanpeng Huang, Zibin Wang, Yiyuan Zhang, Kaixiong Gong, Dan Xu, and Tianfan Xue · 2024
Direct2. 5: Diverse text-to-3d generation via multi-view 2.5 d diffusion
Yuanxun Lu, Jingyang Zhang, Shiwei Li, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan, Xun Cao, and Yao Yao · 2024
Later among the works it cites.
Collaborative control for geometry-conditioned pbr image generation
Shimon Vainer, Mark Boss, Mathias Parger, Konstantin Kutsy, Dante De Nigris, Ciara Rowles, Nicolas Perony, and Simon Donné · 2024
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Matfuse: controllable material generation with diffusion models
Giuseppe Vecchio, Renato Sortino, Simone Palazzo, and Concetto Spampinato · 2024
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Ouroboros3d: Image-to-3d generation via 3d-aware recursive diffusion
Hao Wen, Zehuan Huang, Yaohui Wang, Xinyuan Chen, Yu Qiao, and Lu Sheng · 2024
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Harmonyview: Harmonizing consistency and diversity in one-image-to-3d
Sangmin Woo, Byeongjun Park, Hyojun Go, Jin-Young Kim, and Changick Kim · 2024
Later among the works it cites.
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Cited alongside, same era.
Ye Fang, Zeyi Sun, Tong Wu, Jiaqi Wang, Ziwei Liu, Gordon Wetzstein, and Dahua Lin · 2024
Cited alongside, same era.
Viewdiff: 3d-consistent image generation with text-to-image models
Lukas Höllein, Aljaž Božič, Norman Müller, David Novotny, Hung-Yu Tseng, Christian Richardt, Michael Zollhöfer, and Matthias Nießner · 2024
Cited alongside, same era.
Supermat: Physically consistent pbr material estimation at interactive rates
Yijia Hong, Yuan-Chen Guo, Ran Yi, Yulong Chen, Yan-Pei Cao, and Lizhuang Ma · 2024
Cited alongside, same era.
Mvd-fusion: Single-view 3d via depth-consistent multi-view generation
Hanzhe Hu, Zhizhuo Zhou, Varun Jampani, and Shubham Tulsiani · 2024
Cited alongside, same era.
Epidiff: Enhancing multi-view synthesis via localized epipolar-constrained diffusion
Zehuan Huang, Hao Wen, Junting Dong, Yaohui Wang, Yangguang Li, Xinyuan Chen, Yan-Pei Cao, Ding Liang, Yu Qiao, Bo Dai, et al · 2024
Cited alongside, same era.
Nvs-adapter: Plug-and-play novel view synthesis from a single image
Yoonwoo Jeong, Jinwoo Lee, Chiheon Kim, Minsu Cho, and Doyup Lee · 2024
Cited alongside, same era.
Reframe: Reflective surface real-time rendering for mobile devices
Chaojie Ji, Yufeng Li, and Yiyi Liao · 2024
Cited alongside, same era.
Unique3d: High-quality and efficient 3d mesh generation from a single image
Kailu Wu, Fangfu Liu, Zhihan Cai, Runjie Yan, Hanyang Wang, Yating Hu, Yueqi Duan, and Kaisheng Ma · 2024
Later among the works it cites.
Make-a-texture: Fast shape-aware texture generation in 3 seconds
Xiaoyu Xiang, Liat Sless Gorelik, Yuchen Fan, Omri Armstrong, Forrest Iandola, Yilei Li, Ita Lifshitz, and Rakesh Ranjan · 2024
Later among the works it cites.
Texgaussian: Generating high-quality pbr material via octree-based 3d gaussian splatting
Bojun Xiong, Jialun Liu, Jiakui Hu, Chenming Wu, Jinbo Wu, Xing Liu, Chen Zhao, Errui Ding, and Zhouhui Lian · 2024
Later among the works it cites.
Texturedreamer: Image-guided texture synthesis through geometry-aware diffusion
Yu-Ying Yeh, Jia-Bin Huang, Changil Kim, Lei Xiao, Thu Nguyen-Phuoc, Numair Khan, Cheng Zhang, Manmohan Chandraker, Carl S Marshall, Zhao Dong, et al · 2024
Later among the works it cites.
Paint-it: Text-to-texture synthesis via deep convolutional texture map optimization and physically-based rendering
Kim Youwang, Tae-Hyun Oh, and Gerard Pons-Moll · 2024
Later among the works it cites.
Texgen: a generative diffusion model for mesh textures
Xin Yu, Ze Yuan, Yuan-Chen Guo, Ying-Tian Liu, Jianhui Liu, Yangguang Li, Yan-Pei Cao, Ding Liang, and Xiaojuan Qi · 2024
Later among the works it cites.
Texpainter: Generative mesh texturing with multi-view consistency
Hongkun Zhang, Zherong Pan, Congyi Zhang, Lifeng Zhu, and Xifeng Gao · 2024
Later among the works it cites.
Mapa: Text-driven photorealistic material painting for 3d shapes
Shangzhan Zhang, Sida Peng, Tao Xu, Yuanbo Yang, Tianrun Chen, Nan Xue, Yujun Shen, Hujun Bao, Ruizhen Hu, and Xiaowei Zhou · 2024
Later among the works it cites.
Flexitex: Enhancing texture generation via visual guidance
DaDong Jiang, Xianghui Yang, Zibo Zhao, Sheng Zhang, Jiaao Yu, Zeqiang Lai, Shaoxiong Yang, Chunchao Guo, Xiaobo Zhou, and Zhihui Ke · 2025
Closest in time.
Scaling in-the-wild training for diffusion-based illumination harmonization and editing by imposing consistent light transport
Lvmin Zhang, Anyi Rao, and Maneesh Agrawala · 2025
Closest in time.
Hunyuan3d 2.0: Scaling diffusion models for high resolution textured 3d assets generation
Zibo Zhao, Zeqiang Lai, Qingxiang Lin, Yunfei Zhao, Haolin Liu, Shuhui Yang, Yifei Feng, Mingxin Yang, Sheng Zhang, Xianghui Yang, et al · 2025
Closest in time.