Harnessing the Power of Training-Free Techniques in Text-to-2D Generation for Text-to-3D Generation via Score Distillation Sampling

26 May 2025

Papers citing "Harnessing the Power of Training-Free Techniques in Text-to-2D Generation for Text-to-3D Generation via Score Distillation Sampling"

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Title
Understanding the Impact of Negative Prompts: When and How Do They Take Effect? Yuanhao Ban Ruochen Wang Tianyi Zhou Minhao Cheng Boqing Gong Cho-Jui Hsieh 67 18 0 05 Jun 2024
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation Haofeng Liu Chenshu Xu Yifei Yang Lihua Zeng Shengfeng He DiffM 79 25 0 01 Apr 2024
Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance Donghoon Ahn Hyoungwon Cho Jaewon Min Wooseok Jang Jungwoo Kim SeonHwa Kim Hyun Hee Park Kyong Hwan Jin Seungryong Kim DiffM 20 32 0 26 Mar 2024
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures Huijie Zhang Yifu Lu Ismail Alkhouri S. Ravishankar Dogyoon Song Qing Qu 56 10 0 14 Dec 2023
The Journey, Not the Destination: How Data Guides Diffusion Models Kristian Georgiev Joshua Vendrow Hadi Salman Sung Min Park Aleksander Madry 47 24 0 11 Dec 2023
Diffusing Colors: Image Colorization with Text Guided Diffusion Nir Zabari Aharon Azulay Alexey Gorkor Tavi Halperin Ohad Fried DiffM 93 20 0 07 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 71 173 0 05 Dec 2023
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation Peng Wang Yichun Shi 23 170 0 02 Dec 2023
Intriguing Properties of Data Attribution on Diffusion Models Xiaosen Zheng Tianyu Pang Chao Du Jing Jiang Min Lin TDI 57 25 1 01 Nov 2023
Text-to-3D with Classifier Score Distillation Xin Yu Yuanchen Guo Yangguang Li Ding Liang Song-Hai Zhang Xiaojuan Qi DiffM 64 85 0 30 Oct 2023
FreeU: Free Lunch in Diffusion U-Net Chenyang Si Ziqi Huang Yuming Jiang Ziwei Liu DiffM 59 138 0 20 Sep 2023
Gradpaint: Gradient-Guided Inpainting with Diffusion Models Asya Grechka Guillaume Couairon Matthieu Cord DiffM 81 13 0 18 Sep 2023
MVDream: Multi-view Diffusion for 3D Generation Yichun Shi Peng Wang Jianglong Ye Mai Long Kejie Li Xiaohu Yang 46 600 0 31 Aug 2023
DifFSS: Diffusion Model for Few-Shot Semantic Segmentation Weimin Tan Siyuan Chen Bo Yan DiffM 30 25 0 03 Jul 2023
Emergent Correspondence from Image Diffusion Luming Tang Menglin Jia Qianqian Wang Cheng Perng Phoo Bharath Hariharan 34 249 0 06 Jun 2023
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models Pablo Pernias Dominic Rampas Mats L. Richter Christopher Pal Marc Aubreville DiffM VLM 80 44 0 01 Jun 2023
Addressing Negative Transfer in Diffusion Models Hyojun Go Jinyoung Kim Yunsung Lee Seunghyun Lee Shinhyeok Oh Hyeongdon Moon Seungtaek Choi DiffM VLM 76 26 0 01 Jun 2023
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation Zhengyi Wang Cheng Lu Yikai Wang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 135 837 0 25 May 2023
Unsupervised Semantic Correspondence Using Stable Diffusion Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 54 89 0 24 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 46 178 0 24 May 2023
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence Grace Luo Lisa Dunlap Dong Huk Park Aleksander Holynski Trevor Darrell 47 125 0 23 May 2023
TextMesh: Generation of Realistic 3D Meshes From Text Prompts Christina Tsalicoglou Fabian Manhardt A. Tonioni Michael Niemeyer F. Tombari DiffM 22 132 0 24 Apr 2023
Improved Diffusion-based Image Colorization via Piggybacked Models Hanyuan Liu Jinbo Xing M. Xie Chengze Li T. Wong VLM DiffM 29 19 0 21 Apr 2023
Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation Susung Hong Donghoon Ahn Seungryong Kim DiffM 38 24 0 27 Mar 2023
Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation Rui Chen Yuxiao Chen Ningxin Jiao Kui Jia DiffM 62 572 0 24 Mar 2023
Set-the-Scene: Global-Local Training for Generating Controllable NeRF Scenes Dana Cohen-Bar Elad Richardson G. Metzer Raja Giryes Daniel Cohen-Or 79 56 0 23 Mar 2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions Ayaan Haque Matthew Tancik Alexei A. Efros Aleksander Holynski Angjoo Kanazawa VGen DiffM 56 366 0 22 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 60 137 0 14 Mar 2023
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 102 855 0 08 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 100 539 0 01 Dec 2022
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures G. Metzer Elad Richardson Or Patashnik Raja Giryes Daniel Cohen-Or DiffM 86 461 0 14 Nov 2022
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers Yogesh Balaji Seungjun Nah Xun Huang Arash Vahdat Jiaming Song ... Timo Aila S. Laine Bryan Catanzaro Tero Karras Xuan Li VLM MoE 107 811 0 02 Nov 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 104 3,355 0 16 Oct 2022
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance Susung Hong Gyuseong Lee Wooseok Jang Seung Wook Kim DiffM 57 101 0 03 Oct 2022
DreamFusion: Text-to-3D using 2D Diffusion Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 94 2,359 0 29 Sep 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 49 1,837 0 02 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 43 3,786 0 26 Jul 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 144 1,089 0 22 Jun 2022
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models Kamil Deja Anna Kuzina Tomasz Trzciñski Jakub M. Tomczak DiffM 47 27 0 31 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 252 6,768 0 13 Apr 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 284 1,385 0 24 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 184 15,081 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 174 3,531 0 20 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 199 526 0 06 Dec 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 105 781 0 29 Nov 2021
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 58 160 0 19 Aug 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 56 1,699 0 20 Jun 2021
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation Dongjun Kim Seung-Jae Shin Kyungwoo Song Wanmo Kang Il-Chul Moon 46 94 0 10 Jun 2021
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 42 627 0 30 Apr 2021
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 72 521 0 08 Apr 2021