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On the Importance of Noise Scheduling for Diffusion Models

26 January 2023

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Papers citing "On the Importance of Noise Scheduling for Diffusion Models"

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Title
GContextFormer: A global context-aware hybrid multi-head attention approach with scaled additive aggregation for multimodal trajectory prediction Yuzhi Chen Yuanchang Xie Lei Zhao Pan Liu Yajie Zou Chen Wang 92 0 0 24 Nov 2025
Rectified Noise: A Generative Model Using Positive-incentive Noise Zhenyu Gu Yanchen Xu Sida Huang Yubin Guo Hongyuan Zhang 129 3 0 11 Nov 2025
World Simulation with Video Foundation Models for Physical AI Nvidia A. M. Ali Junjie Bai Maciej Bala Yogesh Balaji ... Jing Zhang Qinsheng Zhang Kaiwen Zheng Andrew Zhu Yuke Zhu VGen PINN 311 10 0 28 Oct 2025
Diffusion Transformers with Representation Autoencoders Boyang Zheng Nanye Ma Shengbang Tong Saining Xie DiffM 138 30 0 13 Oct 2025
SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization Théophane Vallaeys Jakob Verbeek Matthieu Cord DiffM 168 2 0 06 Oct 2025
NoiseShift: Resolution-Aware Noise Recalibration for Better Low-Resolution Image Generation Ruozhen He Moayed Haji-Ali Ziyan Yang Vicente Ordonez DiffM 112 0 0 02 Oct 2025
Incorporating Pre-trained Diffusion Models in Solving the Schrödinger Bridge Problem Zhicong Tang Tiankai Hang Shuyang Gu Dong Chen Baining Guo DiffM OT 196 0 0 25 Aug 2025
Squeezed Diffusion Models Jyotirmai Singh Samar Khanna James Burgess DiffM 74 0 0 20 Aug 2025
Improving Multislice Electron Ptychography with a Generative Prior Christian K. Belardi Chia-Hao Lee Yingheng Wang Justin Lovelace Kilian Q. Weinberger David A. Muller Daniel Schwalbe-Koda DiffM MedIm 238 3 0 23 Jul 2025
Beyond Blur: A Fluid Perspective on Generative Diffusion Models Grzegorz Gruszczynski Michal Jan Wlodarczyk Michal Jan Wlodarczyk Przemyslaw Musialski DiffM 144 0 0 20 Jun 2025
Geometric Regularity in Deterministic Sampling Dynamics of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 239 1 0 11 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 178 3 0 10 Jun 2025
DiffER: Categorical Diffusion for Chemical Retrosynthesis Sean Current Ziqi Chen Daniel Adu-Ampratwum Xia Ning Srinivasan Parthasarathy DiffM 178 0 0 29 May 2025
Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion ProcessesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bocheng Li Zhujin Gao Linli Xu DiffM 140 1 0 28 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation Yixuan Dong Fang-Yi Su Jung-Hsien Chiang DiffM 192 0 0 17 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 327 0 0 08 May 2025
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers Divyansh Srivastava Xiang Zhang He Wen Chenru Wen Zhuowen Tu DiffM 207 3 0 07 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 299 0 0 30 Apr 2025
Robot Motion Planning using One-Step Diffusion with Noise-Optimized Approximate Motions Tomoharu Aizu Takeru Oba Yuki Kondo Norimichi Ukita DiffM 281 0 0 28 Apr 2025
Text-to-Image Alignment in Denoising-Based Models through Step Selection P. Grimal Hervé Le Borgne Olivier Ferret DiffM EGVM 221 0 0 24 Apr 2025
Generative emulation of chaotic dynamics with coherent priorComputer Methods in Applied Mechanics and Engineering (CMAME), 2025 Juan Nathaniel Pierre Gentine AI4TS AI4CE 196 5 0 19 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Yuanxing Zhang Bingqi Ma Lujundong Li Shihong Deng Zhuofan Zong Y. Liu DiffM 260 3 0 15 Apr 2025
PixelFlow: Pixel-Space Generative Models with Flow Shoufa Chen Chongjian Ge Shilong Zhang Peize Sun Ping Luo VLM DRL 206 15 0 10 Apr 2025
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos Rundong Luo Matthew Wallingford Ali Farhadi Noah Snavely Wei-Chiu Ma VGen 350 5 0 10 Apr 2025
Diffusion Based Ambiguous Image SegmentationScandinavian Conference on Image Analysis (SCIA), 2025 Jakob Lønborg Christensen M. Hannemose Anders Bjorholm Dahl Vedrana Andersen Dahl DiffM MedIm 238 0 0 08 Apr 2025
BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2025 Zihao He Shengchuan Zhang R. Hu Chunjiang Ge Yujiao Shi DiffM 192 2 0 04 Apr 2025
Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor ScenesComputer Vision and Pattern Recognition (CVPR), 2025 JunYong Choi M. Sagong SeokYeong Lee Seung-Won Jung Ig-Jae Kim Junghyun Cho DiffM 187 0 0 13 Mar 2025
Accelerating db-A* for Kinodynamic Motion Planning Using Diffusion Julius Franke A. Moldagalieva Pia Hanfeld Wolfgang Hönig DiffM 277 0 0 07 Mar 2025
Continuous Diffusion Model for Language Modeling Jaehyeong Jo Sung Ju Hwang 142 3 0 17 Feb 2025
History-Guided Video Diffusion Kiwhan Song Boyuan Chen Max Simchowitz Yilun Du Russ Tedrake Vincent Sitzmann VGen 489 57 0 10 Feb 2025
A Comprehensive Review on Noise Control of Diffusion Model Zhehao Guo Jiedong Lang Shuyu Huang Yunfei Gao Xintong Ding DiffM 227 5 0 07 Feb 2025
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 422 4 0 04 Feb 2025
Spectral Analysis of Diffusion Models with Application to Schedule Design Roi Benita Michael Elad Joseph Keshet DiffM 343 0 0 31 Jan 2025
An analysis of the noise schedule for score-based generative models SU StanislasStrasman Antonio Ocello Claire Boyer Lpsm Sylvain Le Corff Lpsm Vincent Lemaire DiffM 433 11 0 28 Jan 2025
Generative diffusion model with inverse renormalization group flows Kanta Masuki Yuto Ashida DiffM 236 4 0 17 Jan 2025
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single ImagesComputer Vision and Pattern Recognition (CVPR), 2025 Zixuan Huang Mark Boss Aaryaman Vasishta James M. Rehg Varun Jampani 253 26 0 08 Jan 2025
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation Hao Li Shamit Lal Zhiheng Li Yusheng Xie Ying Wang ... R. Manmatha Zhuowen Tu Stefano Ermon Stefano Soatto A. Swaminathan 267 2 0 16 Dec 2024
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor ScenesComputer Vision and Pattern Recognition (CVPR), 2024 Ruijie Lu Yixin Chen Junfeng Ni Baoxiong Jia Yu Liu Diwen Wan Gang Zeng Siyuan Huang DiffM 416 8 0 16 Dec 2024
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion ModelPattern Recognition Letters (PR), 2024 JiHwan Moon Jihoon Park Jungeun Kim Jongseong Bae Hyeongwoo Jeon Ha Young Kim 248 2 0 26 Nov 2024
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 309 5 0 26 Nov 2024
Diffusion Features for Zero-Shot 6DoF Object Pose Estimation Bernd Von Gimborn P. Ausserlechner Markus Vincze S. Thalhammer DiffM 252 3 0 25 Nov 2024
Stealing Training Graphs from Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2024 Minhua Lin Enyan Dai Junjie Xu Jinyuan Jia Xiang Zhang Suhang Wang DiffM 273 4 0 17 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 208 20 0 11 Nov 2024
On learning higher-order cumulants in diffusion models Gert Aarts Diaa E. Habibi Lei Wang K. Zhou 294 7 0 28 Oct 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 913 33 0 25 Oct 2024
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded SamplingInternational Conference on Learning Representations (ICLR), 2024 Zhengqiang Zhang Ruihuang Li Lei Zhang 333 7 0 24 Oct 2024
ANT: Adaptive Noise Schedule for Time Series Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Seunghan Lee Kibok Lee Taeyoung Park AI4TS DiffM 184 9 0 18 Oct 2024
M2Diffuser: Diffusion-based Trajectory Optimization for Mobile Manipulation in 3D ScenesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Sixu Yan Zeyu Zhang Muzhi Han Zaijin Wang Qi Xie Zhitian Li Zhehan Li Hangxin Liu Xinggang Wang Song-Chun Zhu 293 26 0 15 Oct 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture ModificationNeural Information Processing Systems (NeurIPS), 2024 J. Yao Wang Cheng Wenyu Liu Xinggang Wang 237 31 0 14 Oct 2024
Diffusion Models Need Visual Priors for Image Generation Xiaoyu Yue Zidong Wang Zeyu Lu S. Sun Meng Wei Wanli Ouyang Junlin Wu Luping Zhou VLM 251 5 0 11 Oct 2024