Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models

17 January 2022

Jun Zhu

Papers citing "Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models"

50 / 261 papers shown

Title
Confidence interval estimation of mixed oil length with conditional diffusion model Yanfeng Yang Lihong Zhang Ziqi Chen Miaomiao Yu Lei Chen 36 0 0 19 Jun 2024
Latent Denoising Diffusion GAN: Faster sampling, Higher image quality Luan Thanh Trinh T. Hamagami DiffM 37 5 0 17 Jun 2024
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising Zigeng Chen Xinyin Ma Gongfan Fang Zhenxiong Tan Xinchao Wang 46 7 0 11 Jun 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai Kevin Lin Zhengyuan Yang Linjie Li Jianfeng Wang Chung-Ching Lin David Doermann Junsong Yuan Lijuan Wang VGen DiffM 38 9 0 11 Jun 2024
$Diffusion Models in $\textit{De Novo}$ Drug Design$ Diffusion Models in $\textit{De Novo}$ Drug Design Amira Alakhdar Barnabás Póczos Newell Washburn MedIm 36 13 0 07 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 41 28 0 06 Jun 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 58 30 0 03 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 26 0 0 31 May 2024
GECO: Generative Image-to-3D within a SECOnd Chen Wang Jiatao Gu Xiaoxiao Long Yuan Liu Lingjie Liu 39 5 0 30 May 2024
HQ-DiT: Efficient Diffusion Transformer with FP4 Hybrid Quantization Wenxuan Liu Saiqian Zhang MQ 29 5 0 30 May 2024
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models S. Kandasamy Dheeraj M. Nagaraj DiffM 24 2 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 42 24 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 65 10 0 27 May 2024
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation Gwanghyun Kim Alonso Martinez Yu-Chuan Su Brendan Jou José Lezama ... Lijun Yu Lu Jiang A. Jansen Jacob Walker Krishna Somandepalli 28 8 0 22 May 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 35 14 0 18 May 2024
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models Bingdong Li Zixiang Di Yongfan Lu Hong Qian Feng Wang Peng Yang Ke Tang Aimin Zhou DiffM 22 1 0 14 May 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models Jinglin Xu Yijie Guo Yuxin Peng DiffM 32 12 0 08 May 2024
$MicroDreamer: Zero-shot 3D Generation in $\sim$20 Seconds by Score-based Iterative Reconstruction$ MicroDreamer: Zero-shot 3D Generation in $\sim$ 20 Seconds by Score-based Iterative Reconstruction Luxi Chen Zhengyi Wang Zihan Zhou Tingting Gao Hang Su Jun Zhu Chongxuan Li DiffM 3DGS 32 1 0 30 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 36 11 0 24 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model Chen Xu Tian-Shu Song Weixin Feng Xubin Li Tiezheng Ge Bo Zheng Limin Wang 34 11 0 22 Apr 2024
SparseDM: Toward Sparse Efficient Diffusion Models Kafeng Wang Jianfei Chen He Li Zhenpeng Mi Jun-Jie Zhu DiffM 60 8 0 16 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 37 48 0 11 Apr 2024
Hash3D: Training-free Acceleration for 3D Generation Xingyi Yang Xinchao Wang 3DGS 35 10 0 09 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 35 5 0 07 Apr 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi-Xin Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 31 250 0 03 Apr 2024
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Hao Xu Haipeng Li Yinqiao Wang Shuaicheng Liu Chi-Wing Fu 3DH 32 7 0 27 Mar 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain Yurui Qian Qi Cai Yingwei Pan Yehao Li Ting Yao Qibin Sun Tao Mei DiffM 34 18 0 26 Mar 2024
Convergence analysis of OT-Flow for sample generation Yang Jing Lei Li 11 1 0 24 Mar 2024
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion Jia Wei Xingjun Zhang Witold Pedrycz DiffM 24 0 0 23 Mar 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 55 6 0 19 Mar 2024
Animate Your Motion: Turning Still Images into Dynamic Videos Mingxiao Li Bo Wan Marie-Francine Moens Tinne Tuytelaars VGen DiffM 35 4 0 15 Mar 2024
StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models Lezhong Wang J. Frisvad Mark Bo Jensen Siavash Bigdeli DiffM 32 10 0 08 Mar 2024
Improving Adversarial Energy-Based Model via Diffusion Process Cong Geng Tian Han Peng-Tao Jiang Hao Zhang Jinwei Chen Søren Hauberg Bo-wen Li DiffM 27 2 0 04 Mar 2024
Context-aware Talking Face Video Generation Meidai Xuanyuan Yuwang Wang Honglei Guo Qionghai Dai DiffM 39 0 0 28 Feb 2024
Accelerating Diffusion Sampling with Optimized Time Steps Shuchen Xue Zhaoqiang Liu Fei Chen Shifeng Zhang Tianyang Hu Enze Xie Zhenguo Li DiffM 35 22 0 27 Feb 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 66 85 0 27 Feb 2024
The Uncanny Valley: A Comprehensive Analysis of Diffusion Models Karam Ghanem Danilo Bzdok DiffM 34 0 0 20 Feb 2024
Towards Fast Stochastic Sampling in Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 25 0 0 11 Feb 2024
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies Xixi Hu Bo Liu Xingchao Liu Qiang Liu 31 11 0 06 Feb 2024
The last Dance : Robust backdoor attack via diffusion models and bayesian approach Orson Mengara DiffM 32 4 0 05 Feb 2024
Diffusion Cross-domain Recommendation Yuner Xuan DiffM 41 3 0 03 Feb 2024
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance Xinyu Peng Ziyang Zheng Wenrui Dai Nuoqian Xiao Chenglin Li Junni Zou Hongkai Xiong DiffM 39 21 0 03 Feb 2024
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties Jingyuan Sun Mingxiao Li Zijiao Chen Marie-Francine Moens VGen 28 7 0 02 Feb 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 58 16 0 29 Jan 2024
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach Shaofeng Zhang Jinfa Huang Qiang-feng Zhou Zhibin Wang Fan Wang Jiebo Luo Junchi Yan DiffM 28 11 0 28 Jan 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline Haonan Wang Qianli Shen Yao Tong Yang Zhang Kenji Kawaguchi 37 23 0 07 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Bin Cui DiffM 38 33 0 04 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 26 35 0 01 Jan 2024
Bellman Optimal Stepsize Straightening of Flow-Matching Models Bao Nguyen Binh Nguyen Viet Anh Nguyen 24 6 0 27 Dec 2023
On Inference Stability for Diffusion Models Viet Anh Nguyen Giang Vu Tung Nguyen Thanh Khoat Than Toan M. Tran 16 1 0 19 Dec 2023