Efficient Diffusion Models for Vision: A Survey

7 October 2022

Papers citing "Efficient Diffusion Models for Vision: A Survey"

50 / 51 papers shown

Title
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 31 0 0 02 May 2025
Bringing together invertible UNets with invertible attention modules for memory-efficient diffusion models Karan Jain Mohammad Nayeem Teli MedIm 17 0 0 15 Apr 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG Pingyu Wu Daiheng Gao Jing Tang Huimin Chen Wenbo Zhou W. Zhang Nenghai Yu 37 0 0 17 Mar 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong C. Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 66 2 0 18 Feb 2025
Mapping the Mind of an Instruction-based Image Editing using SMILE Zeinab Dehghani Koorosh Aslansefat Adil Khan Adín Ramirez Rivera Franky George Muhammad Khalid DiffM 75 0 0 20 Dec 2024
AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models Wallace Abreu Luiz Wagner Pereira Biscainho Mamba 20 0 0 11 Nov 2024
DuoDiff: Accelerating Diffusion Models with a Dual-Backbone Approach Daniel Gallo Fernández Rǎzvan-Andrei Matişan Alejandro Monroy Muñoz Ana-Maria Vasilcoiu Janusz Partyka Tin Hadži Veljković Metod Jazbec DiffM 22 0 0 12 Oct 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs Bowen Jin Ziqi Pang Bingjun Guo Yu-Xiong Wang Jiaxuan You Jiawei Han DiffM 25 1 0 09 Oct 2024
Diff-PCC: Diffusion-based Neural Compression for 3D Point Clouds Kai Liu Kang-Soo You Pan Gao DiffM 16 0 0 20 Aug 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 55 20 0 26 Jun 2024
TwinDiffusion: Enhancing Coherence and Efficiency in Panoramic Image Generation with Diffusion Models Teng Zhou Yongchuan Tang DiffM 27 2 0 30 Apr 2024
LTOS: Layout-controllable Text-Object Synthesis via Adaptive Cross-attention Fusions Xiaoran Zhao Tianhao Wu Yu Lai Zhiliang Tian Zhen Huang Yahui Liu Zejiang He Dongsheng Li DiffM 23 0 0 21 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 24 48 0 11 Apr 2024
Motion Generation from Fine-grained Textual Descriptions Kunhang Li Yansong Feng DiffM VGen 26 1 0 20 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 64 35 0 07 Mar 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 51 82 0 27 Feb 2024
Enhancing Object Coherence in Layout-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 11 3 0 17 Nov 2023
Controllable Group Choreography using Contrastive Diffusion Nhat Le Tuong Khanh Long Do Khoa Do Hien Nguyen Erman Tjiputra Quang-Dieu Tran Anh Nguyen 29 10 0 29 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 50 112 0 16 Oct 2023
Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction Zeyu Han Yuhan Wang Luping Zhou Peng Wang Binyu Yan Jiliu Zhou Yan Wang Dinggang Shen DiffM 8 19 0 20 Aug 2023
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN Muhammad Ali Farooq Wang Yao G. Costache Peter Corcoran CVBM 17 6 0 25 Jul 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 6 50 0 07 Jun 2023
Diffusion Models for Imperceptible and Transferable Adversarial Attack Jianqi Chen H. Chen Keyan Chen Yilan Zhang Zhengxia Zou Z. Shi DiffM 8 56 0 14 May 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 23 43 0 04 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 8 176 0 03 Apr 2023
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation Guangcong Zheng Xianpan Zhou Xuewei Li Zhongang Qi Ying Shan Xi Li DiffM 22 100 0 30 Mar 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 129 80 0 25 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 72 152 0 21 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 34 263 0 14 Mar 2023
Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate Fairytales Martin Ruskov DiffM 10 16 0 17 Feb 2023
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 56 117 0 02 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 177 713 0 29 Sep 2022
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 114 159 0 29 Sep 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 50 123 0 19 Sep 2022
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 85 275 0 15 Sep 2022
Soft Diffusion: Score Matching for General Corruptions Giannis Daras M. Delbracio Hossein Talebi A. Dimakis P. Milanfar DiffM 55 105 0 12 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 34 195 0 06 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 208 1,277 0 02 Sep 2022
Improved Vector Quantized Diffusion Models Zhicong Tang Shuyang Gu Jianmin Bao Dong Chen Fang Wen DiffM 164 52 0 31 May 2022
Few-Shot Diffusion Models Giorgio Giannone Didrik Nielsen Ole Winther DiffM 162 49 0 30 May 2022
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models Dongjun Kim Byeonghu Na S. Kwon Dongsoo Lee Wanmo Kang Il-Chul Moon DiffM 197 49 0 27 May 2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process Zhaoyang Lyu Xu Xudong Ceyuan Yang Dahua Lin Bo Dai DiffM 182 90 0 25 May 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 174 485 0 01 Feb 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 196 770 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 200 1,330 0 24 Jan 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 187 508 0 06 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 314 1,570 0 10 Nov 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Mohit Bansal Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 174 342 0 13 Jul 2021
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 191 392 0 10 Feb 2021