Improving Sample Quality of Diffusion Models Using Self-Attention Guidance

3 October 2022

Papers citing "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance"

50 / 72 papers shown

Title
Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers Chunyang Zhang Zhenhong Sun Zhicheng Zhang Junyan Wang Yu Zhang Dong Gong H. Mo Daoyi Dong 45 0 0 14 Apr 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 89 0 0 26 Mar 2025
TCFG: Tangential Damping Classifier-free Guidance Mingi Kwon Shin seong Kim Jaeseok Jeong. Yi Ting Hsiao Youngjung Uh DiffM 65 0 0 23 Mar 2025
MusicInfuser: Making Video Diffusion Listen and Dance Susung Hong Ira Kemelmacher-Shlizerman Brian L. Curless Steven M. Seitz VGen 52 0 0 18 Mar 2025
Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective Xiaoming Zhao Alexander Schwing FaML 63 0 0 13 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 58 0 0 10 Mar 2025
SPG: Improving Motion Diffusion by Smooth Perturbation Guidance Boseong Jeon DiffM 50 0 0 04 Mar 2025
Identity-preserving Distillation Sampling by Fixed-Point Iterator SeonHwa Kim Jiwon Kim S. Park Donghoon Ahn Jiwon Kang Seungryong Kim Kyong Hwan Jin Eunju Cha 46 0 0 27 Feb 2025
Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection Guidance Wenhao Sun Benlei Cui Xue-Mei Dong Jingqun Tang DiffM 125 12 0 17 Dec 2024
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling J. Hyung Kinam Kim Susung Hong M. Kim Jaegul Choo VGen 90 3 0 27 Nov 2024
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis Xinyu Hou Zongsheng Yue Xiaoming Li Chen Change Loy VGen DiffM 101 0 0 26 Nov 2024
MotionWavelet: Human Motion Prediction via Wavelet Manifold Learning Yuming Feng Zhiyang Dou L. Chen Yuan Liu Tianyu Li Jingbo Wang Zeyu Cao Wenping Wang Taku Komura Lingjie Liu 78 0 0 25 Nov 2024
The Unreasonable Effectiveness of Guidance for Diffusion Models Tim Kaiser Nikolas Adaloglou M. Kollmann DiffM 33 0 0 15 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 51 3 0 07 Nov 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 35 0 0 17 Oct 2024
AutoLoRA: AutoGuidance Meets Low-Rank Adaptation for Diffusion Models Artur Kasymov Marcin Sendera Michał Stypułkowski Maciej Ziȩba P. Spurek 33 1 0 04 Oct 2024
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation Rinon Gal Adi Haviv Yuval Alaluf Amit H. Bermano Daniel Cohen-Or Gal Chechik DiffM 26 3 0 02 Oct 2024
FreeEnhance: Tuning-Free Image Enhancement via Content-Consistent Noising-and-Denoising Process Yang Luo Y. Zhang Zhaofan Qiu Ting Yao Zhineng Chen Yu-Gang Jiang Tao Mei DiffM 43 4 0 11 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 45 12 0 11 Sep 2024
MeshUp: Multi-Target Mesh Deformation via Blended Score Distillation Hyunwoo Kim Itai Lang Noam Aigerman Thibault Groueix Vladimir G. Kim Rana Hanocka AI4CE 54 3 0 27 Aug 2024
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher T. Dao Thuan Hoang Nguyen T. Le D. Vu Khoi Nguyen Cuong Pham Anh Tran DiffM 44 13 0 26 Aug 2024
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention Mengkang Hu DiffM 38 8 0 01 Aug 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 38 8 0 29 Jul 2024
Self-Guided Generation of Minority Samples Using Diffusion Models Soobin Um Jong Chul Ye DiffM 34 4 0 16 Jul 2024
PerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models Jinhua Zhang Hualian Sheng Sijia Cai Bing Deng Qiao Liang Wen Li Ying Fu Jieping Ye Shuhang Gu DiffM 34 2 0 08 Jul 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 86 7 0 07 Jul 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 36 10 0 02 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 41 1 0 01 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 36 19 0 30 Jun 2024
Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior Tanvir Mahmud Mustafa Munir R. Marculescu Diana Marculescu VGen 35 0 0 07 Jun 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang Ting Li Jian Huang DiffM 46 1 0 06 Jun 2024
Guiding a Diffusion Model with a Bad Version of Itself Tero Karras M. Aittala Tuomas Kynkaanniemi J. Lehtinen Timo Aila S. Laine 28 58 0 04 Jun 2024
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World Wenli Sun Xinyang Jiang Dongsheng Li Cairong Zhao DiffM AAML 27 2 0 30 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 49 9 0 23 May 2024
AI-generated art perceptions with GenFrame -- an image-generating picture frame Peter Kun Matthias Anton Freiberger A. Løvlie Sebastian Risi 35 1 0 03 May 2024
LocInv: Localization-aware Inversion for Text-Guided Image Editing Chuanming Tang Kai Wang Fei Yang J. Weijer DiffM 42 3 0 02 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 49 88 0 02 May 2024
Towards Better Text-to-Image Generation Alignment via Attention Modulation Yihang Wu Xiao Cao Kaixin Li Zitan Chen Haonan Wang Lei Meng Zhiyong Huang DiffM 37 5 0 22 Apr 2024
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 39 11 0 08 Apr 2024
AID: Attention Interpolation of Text-to-Image Diffusion Qiyuan He Jinghao Wang Ziwei Liu Angela Yao DiffM 37 9 0 26 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 28 2 0 20 Mar 2024
LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model Runhu Huang Kaixin Cai Jianhua Han Xiaodan Liang Renjing Pei Guansong Lu Songcen Xu Wei Zhang Hang Xu DiffM 31 4 0 18 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 37 3 0 01 Mar 2024
Contrastive Prompts Improve Disentanglement in Text-to-Image Diffusion Models C. Wu Fernando de la Torre DiffM 29 2 0 21 Feb 2024
Control Color: Multimodal Diffusion-based Interactive Image Colorization Zhexin Liang Zhaochen Li Shangchen Zhou Chongyi Li Chen Change Loy DiffM 31 23 0 16 Feb 2024
Diffusion Model with Perceptual Loss Shanchuan Lin Xiao Yang DiffM 30 15 0 30 Dec 2023
Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale Candi Zheng Yuan Lan DiffM 32 4 0 11 Dec 2023
RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models Ozgur Kara Barışcan Kurtkaya Hidir Yesiltepe James M. Rehg Pinar Yanardag VGen DiffM 17 45 0 07 Dec 2023
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback Jiao Sun Deqing Fu Yushi Hu Su Wang Royi Rassin ... Dana Alon Charles Herrmann Sjoerd van Steenkiste Ranjay Krishna Cyrus Rashtchian EGVM 32 40 0 29 Nov 2023
Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer Danah Yatim Rafail Fridman Omer Bar-Tal Yoni Kasten Tali Dekel DiffM VGen 29 50 0 28 Nov 2023