On Fast Sampling of Diffusion Probabilistic Models

31 May 2021

Papers citing "On Fast Sampling of Diffusion Probabilistic Models"

50 / 67 papers shown

Title
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 50 0 0 08 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 88 1 0 04 May 2025
From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive Diffusion Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Michael Felsberg Dacheng Tao Xuelong Li DiffM 39 0 0 19 Apr 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 58 1 0 20 Jan 2025
Generative diffusion model with inverse renormalization group flows Kanta Masuki Yuto Ashida DiffM 78 0 0 17 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 62 2 0 03 Jan 2025
SF-Speech: Straightened Flow for Zero-Shot Voice Clone Xuyuan Li Zengqiang Shang Hua Hua Peiyang Shi Chen Yang Li Wang Pengyuan Zhang 60 2 0 16 Oct 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 58 17 0 06 Aug 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 49 0 0 28 Jul 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon Himchan Hwang Dohyun Kwon Yung-Kyun Noh Frank C. Park 39 3 0 30 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 45 3 0 11 Jun 2024
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 39 5 0 08 Apr 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 45 27 0 29 Feb 2024
Unraveling the Temporal Dynamics of the Unet in Diffusion Models Vidya Prasad Zhu-Tian Chen Anna Vilanova Hanspeter Pfister Nicola Pezzotti Hendrik Strobelt DiffM 22 4 0 17 Dec 2023
Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation Zhiwu Qing Shiwei Zhang Jiayu Wang Xiang Wang Yujie Wei Yingya Zhang Changxin Gao Nong Sang VGen DiffM 32 37 0 07 Dec 2023
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models Yushi Huang Ruihao Gong Jing Liu Tianlong Chen Xianglong Liu DiffM MQ 30 38 0 27 Nov 2023
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline V.Ya. Arkhipkin Zein Shaheen Viacheslav Vasilev E. Dakhova Andrey Kuznetsov Denis Dimitrov DiffM VGen 29 5 0 22 Nov 2023
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI Bochuan Cao Changjiang Li Ting Wang Jinyuan Jia Bo Li Jinghui Chen DiffM 33 21 0 30 Oct 2023
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner Mengfei Xia Yujun Shen Changsong Lei Yu Zhou Ran Yi Deli Zhao Wenping Wang Yong-jin Liu 29 5 0 14 Oct 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 26 144 0 24 Jul 2023
Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search Qihao Liu Adam Kortylewski Yutong Bai Song Bai Alan Yuille DiffM 40 12 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 32 24 0 01 Jun 2023
DiffSketching: Sketch Control Image Synthesis with Diffusion Models Qiang Wang Di Kong Fengyin Lin Yonggang Qi DiffM 43 14 0 30 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 32 103 0 18 May 2023
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis Lan Jiang Ye Mao Xi Chen Xiangfeng Wang Chao Li MedIm DiffM 80 56 0 24 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 37 165 0 24 Mar 2023
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models Lukas Höllein Ang Cao Andrew Owens Justin Johnson Matthias Nießner DiffM 38 179 0 21 Mar 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 96 509 0 06 Feb 2023
Fast Inference in Denoising Diffusion Models via MMD Finetuning Emanuele Aiello D. Valsesia E. Magli DiffM 22 4 0 19 Jan 2023
Ensuring Visual Commonsense Morality for Text-to-Image Generation Seong-Oak Park Suhong Moon Jinkyu Kim 19 2 0 07 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 46 185 0 02 Dec 2022
Fast Sampling of Diffusion Models via Operator Learning Hongkai Zheng Weili Nie Arash Vahdat Kamyar Azizzadenesheli Anima Anandkumar DiffM 65 134 0 24 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 36 49 0 22 Nov 2022
Accelerating Diffusion Sampling with Classifier-based Feature Distillation Wujie Sun Defang Chen Can Wang Deshi Ye Yan Feng Chun-Yen Chen 35 16 0 22 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 43 186 0 15 Nov 2022
Denoising diffusion models for out-of-distribution detection M. Graham W. H. Pinaya Petru-Daniel Tudosiu P. Nachev Sebastien Ourselin M. Jorge Cardoso 38 73 0 14 Nov 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Zhekai Zhang Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 40 45 0 03 Nov 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 61 557 0 02 Nov 2022
Deep Equilibrium Approaches to Diffusion Models Ashwini Pokle Zhengyang Geng Zico Kolter DiffM 30 39 0 23 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 73 489 0 12 Oct 2022
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 51 105 0 11 Oct 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 36 60 0 07 Oct 2022
Let us Build Bridges: Understanding and Extending Diffusion Generative Models Xingchao Liu Lemeng Wu Mao Ye Qiang Liu DiffM 34 80 0 31 Aug 2022
Wavelet Score-Based Generative Modeling Florentin Guth Simon Coste Valentin De Bortoli S. Mallat DiffM 32 52 0 09 Aug 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 233 177 0 30 Jun 2022
SPI-GAN: Denoising Diffusion GANs with Straight-Path Interpolations Jinsung Jeon Noseong Park DiffM 23 1 0 29 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 35 78 0 17 Jun 2022
gDDIM: Generalized denoising diffusion implicit models Qinsheng Zhang Molei Tao Yongxin Chen DiffM 45 113 0 11 Jun 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 77 1,351 0 02 Jun 2022
Improved Vector Quantized Diffusion Models Zhicong Tang Shuyang Gu Jianmin Bao Dong Chen Fang Wen DiffM 187 63 0 31 May 2022