GENIE: Higher-Order Denoising Diffusion Solvers

11 October 2022

Papers citing "GENIE: Higher-Order Denoising Diffusion Solvers"

50 / 90 papers shown

Title
Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 67 0 0 11 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 39 0 0 10 Jun 2025
IGSM: Improved Geometric and Sensitivity Matching for Finetuning Pruned Diffusion Models Caleb Zheng Eli Shlizerman DiffM 35 0 0 03 Jun 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 80 0 0 20 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Zhuowen Tu Yucheng Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 110 0 0 01 May 2025
Generalization through variance: how noise shapes inductive biases in diffusion models John J. Vastola DiffM 486 5 0 16 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 76 0 0 15 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions Jinyoung Choi Junoh Kang Bohyung Han 77 0 0 02 Apr 2025
RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning Xi Ye Rui Heng Yang Jun Jin Yiming Li Amir Rasouli 73 0 0 06 Mar 2025
CacheQuant: Comprehensively Accelerated Diffusion Models Xuewen Liu Zhikai Li Qingyi Gu DiffM 69 0 0 03 Mar 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 122 2 0 03 Jan 2025
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 256 1 0 16 Dec 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 183 3 0 11 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 66 5 0 02 Nov 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 423 3 0 15 Oct 2024
DiffPO: A causal diffusion model for learning distributions of potential outcomes Yuchen Ma Valentyn Melnychuk Jonas Schweisthal Stefan Feuerriegel DiffM 188 7 0 11 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 86 12 0 10 Oct 2024
$$\textit{Jump Your Steps}$: Optimizing Sampling Schedule of Discrete Diffusion Models$ $\textit{Jump Your Steps}$ : Optimizing Sampling Schedule of Discrete Diffusion Models Yong-Hyun Park Chieh-Hsin Lai Satoshi Hayakawa Yuhta Takida Yuki Mitsufuji 93 7 0 10 Oct 2024
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach Sha Guo Zhuo Chen Yang Zhao Ning Zhang Xiaochen Li Lingyu Duan DiffM 138 5 0 08 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 81 0 0 07 Oct 2024
Posterior sampling via Langevin dynamics based on generative priors Vishal Purohit Matthew Repasky Jianfeng Lu Qiang Qiu Yao Xie Xiuyuan Cheng DiffM 72 2 0 02 Oct 2024
Simple and Fast Distillation of Diffusion Models Zhenyu Zhou Defang Chen Can Wang Chun Chen Siwei Lyu DiffM 75 8 0 29 Sep 2024
Learning Quantized Adaptive Conditions for Diffusion Models Yuchen Liang Yuchuan Tian Lei Yu Huao Tang Jie Hu Xiangzhong Fang Hanting Chen DiffM 78 0 0 26 Sep 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 73 7 0 13 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 151 9 0 05 Sep 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 130 11 0 26 Aug 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 90 10 0 17 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 104 14 0 03 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 91 25 0 02 Jul 2024
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT Le Zhuo Ruoyi Du Han Xiao Yangguang Li Dongyang Liu ... Wanli Ouyang Ziwei Liu Ping Luo Hongsheng Li Peng Gao 112 58 0 05 Jun 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Jiachen Li Weixi Feng Tsu-Jui Fu Xinyi Wang Sugato Basu Wenhu Chen William Y. Wang VGen 89 34 0 29 May 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 102 23 0 24 May 2024
Out-of-Distribution Detection with a Single Unconditional Diffusion Model Alvin Heng Alexandre H. Thiery Harold Soh 73 2 0 20 May 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 81 20 0 18 May 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 96 37 0 22 Apr 2024
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models Kangfu Mei Zhengzhong Tu M. Delbracio Hossein Talebi Vishal M. Patel P. Milanfar DiffM 88 13 0 01 Apr 2024
Improving Diffusion Models's Data-Corruption Resistance using Scheduled Pseudo-Huber Loss Artem Khrapov Vadim Popov Tasnima Sadekova Assel Yermekova Mikhail Kudinov DiffM 71 1 0 25 Mar 2024
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science Sebastian Bischoff Alana Darcher Michael Deistler Richard Gao Franziska Gerken ... Auguste Schulz Zinovia Stefanidi Shoji Toyota Linda Ulmer Julius Vetter SyDa 63 14 0 19 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 82 15 0 16 Mar 2024
DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction Weiyi Lv Yuhang Huang Ning Zhang Ruei-Sung Lin Mei Han Dan Zeng DiffM 138 20 0 04 Mar 2024
Fast Sampling via Discrete Non-Markov Diffusion Models Zixiang Chen Huizhuo Yuan Yongqian Li Yiwen Kou Junkai Zhang Quanquan Gu DiffM 93 7 0 14 Dec 2023
Clockwork Diffusion: Efficient Generation With Model-Step Distillation A. Habibian Amir Ghodrati Noor Fathima Guillaume Sautière Risheek Garrepalli Fatih Porikli Jens Petersen 65 8 0 13 Dec 2023
Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models Rosco Hunter Łukasz Dudziak Mohamed S. Abdelfattah Abhinav Mehrotra Sourav Bhattacharya Hongkai Wen 111 1 0 13 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 75 33 0 12 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Daniel Cremers Peter Vajda Jialiang Wang DiffM 95 78 0 06 Dec 2023
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models Sungik Choi Hankook Lee Honglak Lee Moontae Lee DiffM 93 7 0 05 Dec 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 101 53 0 30 Nov 2023
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 76 10 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 224 389 0 28 Nov 2023
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices Yang Zhao Yanwu Xu Zhisheng Xiao Haolin Jia Tingbo Hou VLM 95 13 0 28 Nov 2023