Common Diffusion Noise Schedules and Sample Steps are Flawed

15 May 2023

Papers citing "Common Diffusion Noise Schedules and Sample Steps are Flawed"

50 / 161 papers shown

Title
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 38 7 0 10 Oct 2024
HFH-Font: Few-shot Chinese Font Synthesis with Higher Quality, Faster Speed, and Higher Resolution Yiming Li Zhouhui Lian 64 2 0 09 Oct 2024
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models Seyedmorteza Sadat Otmar Hilliges Romann M. Weber DiffM 23 8 0 03 Oct 2024
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation Anthony Zhou Zijie Li Michael Schneier John R Buchanan Jr Amir Barati Farimani AI4CE DiffM 69 6 0 02 Oct 2024
Illustrious: an Open Advanced Illustration Model Sang Hyun Park Jun Young Koh Junha Lee Joy Song Dongha Kim Hoyeon Moon Hyunju Lee Min Song VLM 46 1 0 30 Sep 2024
High Quality Human Image Animation using Regional Supervision and Motion Blur Condition Zhongcong Xu Chaoyue Song Guoxian Song Jianfeng Zhang Jun Hao Liew ... You Xie Linjie Luo Guosheng Lin Jiashi Feng Mike Zheng Shou DiffM 3DH VGen 34 3 0 29 Sep 2024
Improvements to SDXL in NovelAI Diffusion V3 Juan Ossa Eren Doğan Alex Birch F. Johnson 37 1 0 24 Sep 2024
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think Gonzalo Martin Garcia Karim Abou Zeid Christian Schmidt Daan de Geus Alexander Hermans Bastian Leibe 41 25 0 17 Sep 2024
A Diffusion Approach to Radiance Field Relighting using Multi-Illumination Synthesis Yohan Poirier-Ginter Alban Gauthier Julien Philip Jean-François Lalonde G. Drettakis 42 11 0 13 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 49 12 0 11 Sep 2024
RealisDance: Equip controllable character animation with realistic hands Jingkai Zhou Benzhi Wang Weihua Chen Jingqi Bai Dongyang Li Aixi Zhang Hao Xu Mingyang Yang F. Wang 24 12 0 10 Sep 2024
RealisHuman: A Two-Stage Approach for Refining Malformed Human Parts in Generated Images Benzhi Wang Jingkai Zhou Jingqi Bai Yang Yang Weihua Chen F. Wang Zhen Lei DiffM 39 3 0 05 Sep 2024
MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer Yuancheng Wang Haoyue Zhan Liwei Liu Ruihong Zeng Haotian Guo Jiachen Zheng Qiang Zhang Shunsi Zhang Shunsi Zhang Zhizheng Wu 36 42 0 01 Sep 2024
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data Tao Yang Yangming Shi Yunwen Huang Feng Chen Yin Zheng Lei Zhang DiffM VGen 70 0 0 19 Aug 2024
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance Jiasong Feng Ao Ma Jing Wang Bo Cheng Xiaodan Liang Dawei Leng Yuhui Yin DiffM VGen 39 6 0 15 Aug 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 104 408 0 12 Aug 2024
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps Junseo Park Hyeryung Jang 81 0 0 17 Jul 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 50 7 0 15 Jul 2024
Several questions of visual generation in 2024 Shuyang Gu 40 1 0 11 Jul 2024
RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models Bowen Zhang Yiji Cheng Chunyu Wang Ting Zhang Jiaolong Yang Yansong Tang Feng Zhao Dong Chen Baining Guo DiffM 48 18 0 09 Jul 2024
Improved Noise Schedule for Diffusion Training Tiankai Hang Shuyang Gu DiffM 23 9 0 03 Jul 2024
Meta 3D TextureGen: Fast and Consistent Texture Generation for 3D Objects Raphael Bensadoun Yanir Kleiman Idan Azuri Omri Harosh Andrea Vedaldi Natalia Neverova Oran Gafni 45 27 0 02 Jul 2024
ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation Zhiyuan Ma Yuxiang Wei Yabin Zhang Xiangyu Zhu Zhen Lei Lei Zhang DiffM 46 15 0 02 Jul 2024
ClotheDreamer: Text-Guided Garment Generation with 3D Gaussians Yufei Liu Junshu Tang Chu Zheng Shijie Zhang Jinkun Hao Junwei Zhu Dongjin Huang 42 3 0 24 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
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs Xinrui Zu Qian Tao OT DiffM 38 0 0 17 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 51 9 0 11 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and Editing Luyang Zhu Yingwei Li Nan Liu Hao Peng Dawei Yang Ira Kemelmacher-Shlizerman DiffM 55 7 0 06 Jun 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 67 4 0 04 Jun 2024
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training Kengo Uchida Takashi Shibuya Yuhta Takida Naoki Murata Shusuke Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 57 5 0 04 Jun 2024
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image Kailu Wu Fangfu Liu Zhihan Cai Runjie Yan Hanyang Wang Yating Hu Yueqi Duan Kaisheng Ma 55 52 0 30 May 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 34 121 0 30 May 2024
Score Distillation via Reparametrized DDIM Artem Lukoianov Haitz Sáez de Ocáriz Borde Kristjan Greenewald Vitor Campagnolo Guizilini Timur M. Bagautdinov Vincent Sitzmann Justin Solomon DiffM 33 17 0 24 May 2024
Imagine Flash: Accelerating Emu Diffusion Models with Backward Distillation Jonas Kohler Albert Pumarola Edgar Schönfeld A. Sanakoyeu Roshan Sumbaly Peter Vajda Ali K. Thabet 40 22 0 08 May 2024
$RGB$\leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models$ RGB $\leftrightarrow$ X: Image decomposition and synthesis using material- and lighting-aware diffusion models Zheng Zeng Valentin Deschaintre Iliyan Georgiev Yannick Hold-Geoffroy Yiwei Hu Fujun Luan Ling-Qi Yan Miloš Hašan DiffM 50 36 0 01 May 2024
SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound Haohe Liu Xuenan Xu Yiitan Yuan Mengyue Wu Wenwu Wang Mark D. Plumbley 45 19 0 30 Apr 2024
FlexiFilm: Long Video Generation with Flexible Conditions Yichen Ouyang Jianhao Yuan Hao Zhao Gaoang Wang Bo Zhao DiffM 42 7 0 29 Apr 2024
One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns Arman Maesumi Dylan Hu Krishi Saripalli Vladimir G. Kim Matthew Fisher Sören Pirk Daniel E. Ritchie DiffM 32 2 0 25 Apr 2024
Long-form music generation with latent diffusion Zach Evans Julian Parker CJ Carr Zack Zukowski Josiah Taylor Jordi Pons MGen DiffM 44 40 0 16 Apr 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang Xiangnan He Qi Tian VLM DiffM 40 17 0 28 Mar 2024
Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos Hadi Alzayer Zhihao Xia Xuaner Zhang Eli Shechtman Jia-Bin Huang Michael Gharbi DiffM VGen 27 19 0 19 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 61 6 0 19 Mar 2024
AnimateDiff-Lightning: Cross-Model Diffusion Distillation Shanchuan Lin Xiao Yang DiffM VGen 30 19 0 19 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 48 107 0 18 Mar 2024
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data Paul S. Scotti Mihir Tripathy Cesar Kadir Torrico Villanueva Reese Kneeland Tong Chen ... Charan Santhirasegaran Jonathan Xu Thomas Naselaris Kenneth A. Norman Tanishq Mathew Abraham 48 38 0 17 Mar 2024
Controllable Text-to-3D Generation via Surface-Aligned Gaussian Splatting Zhiqi Li Yiming Chen Lingzhe Zhao Peidong Liu DiffM 3DGS 61 17 0 15 Mar 2024
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image Synthesis Huan-ang Gao Mingju Gao Jiaju Li Wenyi Li Rong Zhi Hao Tang Hao Zhao DiffM 48 4 0 14 Mar 2024
Video Editing via Factorized Diffusion Distillation Uriel Singer Amit Zohar Yuval Kirstain Shelly Sheynin Adam Polyak Devi Parikh Yaniv Taigman DiffM VGen 46 12 0 14 Mar 2024
Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models Pengze Zhang Hubery Yin Chen Li Xiaohua Xie 43 5 0 13 Mar 2024
V3D: Video Diffusion Models are Effective 3D Generators Zilong Chen Yikai Wang Feng Wang Zhengyi Wang Huaping Liu VGen 40 62 0 11 Mar 2024