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"

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Title
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 45 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 76 1 0 04 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Z. Yang Shengchao Hu Li Shen H. Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 140 0 0 03 May 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 77 0 0 24 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Y. Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 50 0 0 15 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 63 0 0 07 Apr 2025
Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets Chuning Zhu Raymond Yu S. Feng Benjamin Burchfiel Paarth Shah Abhishek Gupta VGen 57 0 0 03 Apr 2025
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning Xianwei Zhuang Yuxin Xie Yufan Deng Dongchao Yang Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou 71 1 0 03 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 136 0 0 31 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 78 0 0 26 Mar 2025
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling Hyojun Go Byeongjun Park Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim 3DGS VGen 94 1 0 20 Mar 2025
Modality-Composable Diffusion Policy via Inference-Time Distribution-level Composition Jiahang Cao Qiang Zhang Hanzhong Guo Jiaxu Wang Hao-Ran Cheng Renjing Xu DiffM 58 0 0 16 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 82 1 0 13 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 46 0 0 11 Mar 2025
Post-Training Quantization for Diffusion Transformer via Hierarchical Timestep Grouping Ning Ding Jing Han Yuchuan Tian Chao Xu Kai Han Yehui Tang MQ 44 0 0 10 Mar 2025
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models Vu Tuan Truong Long Bao Le DiffM AAML 184 0 0 26 Feb 2025
Improved Diffusion-based Generative Model with Better Adversarial Robustness Zekun Wang Mingyang Yi Shuchen Xue Z. Li Ming Liu Bing Qin Zhi-Ming Ma DiffM 42 0 0 24 Feb 2025
PFDiff: Training-Free Acceleration of Diffusion Models Combining Past and Future Scores Guangyi Wang Yuren Cai Lijiang Li Wei Peng Songzhi Su DiffM 49 0 0 21 Feb 2025
A Diffusion Model Translator for Efficient Image-to-Image Translation Mengfei Xia Yu Zhou Ran Yi Y. Liu Wenping Wang VLM 64 11 0 01 Feb 2025
EDSep: An Effective Diffusion-Based Method for Speech Source Separation Jinwei Dong Xinsheng Wang Qirong Mao 63 0 0 28 Jan 2025
VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model Xianwei Zhuang Yuxin Xie Yufan Deng Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou MLLM VLM LRM 109 4 0 21 Jan 2025
Nested Annealed Training Scheme for Generative Adversarial Networks Chang Wan Ming-Hsuan Yang Minglu Li Yunliang Jiang Zhonglong Zheng GAN 38 0 0 20 Jan 2025
Cached Adaptive Token Merging: Dynamic Token Reduction and Redundant Computation Elimination in Diffusion Model Omid Saghatchian Atiyeh Gh. Moghadam Ahmad Nickabadi MoMe 41 1 0 03 Jan 2025
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models Gen Li Yuling Yan DiffM 44 18 0 03 Jan 2025
PQD: Post-training Quantization for Efficient Diffusion Models Jiaojiao Ye Zhen Wang Linnan Jiang MQ 28 0 0 03 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 48 5 0 03 Jan 2025
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 80 1 0 18 Dec 2024
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient Zigeng Chen Xinyin Ma Gongfan Fang Xinchao Wang VLM 89 4 0 26 Nov 2024
Diffusion Sampling Correction via Approximately 10 Parameters Guangyi Wang Wei Peng Lijiang Li Wenyu Chen Yuren Cai Songzhi Su DiffM 31 0 0 10 Nov 2024
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference Zheng Zhan Yushu Wu Yifan Gong Zichong Meng Zhenglun Kong Changdi Yang Geng Yuan Pu Zhao Wei Niu Yanzhi Wang VGen 42 4 0 02 Nov 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 113 0 0 15 Oct 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Lina Yao 30 0 0 26 Sep 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection Alireza Ganjdanesh Yan Kang Yuchen Liu Richard Y. Zhang Zhe Lin Heng Huang DiffM 32 2 0 23 Sep 2024
DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation Wenliang Zhao Haolin Wang Jie Zhou Jiwen Lu DiffM 22 1 0 05 Sep 2024
HUMOS: Human Motion Model Conditioned on Body Shape Shashank Tripathi Omid Taheri Christoph Lassner Michael J. Black Daniel Holden Carsten Stoll 3DH DiffM 49 6 0 05 Sep 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 43 2 0 29 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 45 16 0 06 Aug 2024
DDIM Redux: Mathematical Foundation and Some Extension Manhyung Han DiffM 30 0 0 03 Aug 2024
Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory Xiaoyan Xing Vincent Tao Hu J. H. Metzen Konrad Groh Sezer Karaoglu Theo Gevers 32 4 0 29 Jul 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
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 41 1 0 16 Jul 2024
Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models Qinyu Yang Haoxin Chen Yong Zhang Menghan Xia Xiaodong Cun Zhixun Su Ying Shan DiffM 30 1 0 14 Jul 2024
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? Alexander Vilesov Yuan Tian Nader Sehatbakhsh A. Kadambi 29 0 0 04 Jul 2024
Timestep-Aware Correction for Quantized Diffusion Models Yuzhe Yao Feng Tian Jun Chen Haonan Lin Guang Dai Yong Liu Jingdong Wang DiffM MQ 38 5 0 04 Jul 2024
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency Ling Yang Zixiang Zhang Zhilong Zhang Xingchao Liu Minkai Xu Wentao Zhang Chenlin Meng Stefano Ermon Bin Cui 44 18 0 02 Jul 2024
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration Pratheba Selvaraju Tianyu Ding Tianyi Chen Ilya Zharkov Luming Liang 34 20 0 01 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 34 3 0 30 Jun 2024
DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance Younghyun Kim Geunmin Hwang Junyu Zhang Eunbyung Park 47 6 0 26 Jun 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Min Zhao Hongzhou Zhu Chendong Xiang Kaiwen Zheng Chongxuan Li Jun Zhu 69 8 0 22 Jun 2024
EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation Tianyu Wei Shanmin Pang Qi Guo Yizhuo Ma Qing Guo Ming-Ming Cheng Qing Guo 118 2 0 22 Jun 2024