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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,134 papers shown

Title
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos Mi Luo Zihui Xue Alex Dimakis Kristen Grauman EgoV DiffM 89 17 0 11 Mar 2024
Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond Wenpin Tang 84 15 0 10 Mar 2024
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation Paweł Antoni Pierzchlewicz Caio da Silva R. J. Cotton Fabian H. Sinz 104 0 0 10 Mar 2024
MACE: Mass Concept Erasure in Diffusion Models Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 94 93 0 10 Mar 2024
Decoupled Data Consistency with Diffusion Purification for Image Restoration Xiang Li Soo Min Kwon Ismail Alkhouri S. Ravishankar Qing Qu DiffM 139 0 0 10 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 85 6 0 09 Mar 2024
Can Generative Models Improve Self-Supervised Representation Learning? Sana Ayromlou Arash Afkanpour Vahid Reza Khazaie Fereshteh Forghani 96 3 0 09 Mar 2024
SEMRes-DDPM: Residual Network Based Diffusion Modelling Applied to Imbalanced Data Ming Zheng Yang Yang Zhiguang Zhao Shan-Chao Gan Yang Chen Si-Kai Ni Yang Lu DiffM MedIm 59 0 0 09 Mar 2024
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection Ximiao Zhang Min Xu Xiuzhuang Zhou 128 61 0 09 Mar 2024
Audio-Synchronized Visual Animation Lin Zhang Shentong Mo Yijing Zhang Pedro Morgado DiffM 107 20 0 08 Mar 2024
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI Shoujin Huang Guanxiong Luo Xi Wang Ziran Chen Yuwan Wang Huaishui Yang Pheng-Ann Heng Lingyan Zhang Mengye Lyu 90 5 0 08 Mar 2024
Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation Junyan Wang Zhenhong Sun Zhiyu Tan Xuanbai Chen Weihua Chen Hao Li Cheng Zhang Yang Song 106 12 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 84 4 0 08 Mar 2024
DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition Jie Shao Ke Zhu Hanxiao Zhang Jianxin Wu 84 5 0 08 Mar 2024
Face2Diffusion for Fast and Editable Face Personalization Kaede Shiohara Toshihiko Yamasaki DiffM 70 12 0 08 Mar 2024
InstructGIE: Towards Generalizable Image Editing Zichong Meng Changdi Yang Jun Liu Hao Tang Pu Zhao Yanzhi Wang DiffM 109 9 0 08 Mar 2024
StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models Lezhong Wang J. Frisvad Mark Bo Jensen Siavash Bigdeli DiffM 79 12 0 08 Mar 2024
Gradient-free neural topology optimization Gaweł Kuś Miguel A. Bessa AI4CE 51 0 0 07 Mar 2024
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images Cristiana Tiago S. Snare Jurica Šprem K. Mcleod DiffM MedIm 67 9 0 07 Mar 2024
What makes an image realistic? Lucas Theis 117 4 0 07 Mar 2024
StableDrag: Stable Dragging for Point-based Image Editing Yutao Cui Xiaotong Zhao Guozhen Zhang Shengming Cao Kai Ma Limin Wang 93 14 0 07 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 139 38 0 07 Mar 2024
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers Nabil Ibtehaz Ning Yan Masood S. Mortazavi Daisuke Kihara ViT 102 3 0 07 Mar 2024
GUIDE: Guidance-based Incremental Learning with Diffusion Models Bartosz Cywiński Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski Lukasz Kuciñski DiffM 83 3 0 06 Mar 2024
Latent Dataset Distillation with Diffusion Models Brian B. Moser Federico Raue Sebastián M. Palacio Stanislav Frolov Andreas Dengel DD 115 16 0 06 Mar 2024
Accelerating Convergence of Score-Based Diffusion Models, Provably Gen Li Yu Huang Timofey Efimov Yuting Wei Yuejie Chi Yuxin Chen DiffM 101 37 0 06 Mar 2024
Neural Additive Image Model: Interpretation through Interpolation Arik Reuter Anton Thielmann Benjamin Saefken DiffM 163 1 0 06 Mar 2024
NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging Takahiro Shirakawa Seiichi Uchida DiffM 62 19 0 06 Mar 2024
DLP-GAN: learning to draw modern Chinese landscape photos with generative adversarial network Xiangquan Gui Binxuan Zhang Li Li Yi Yang GAN 95 8 0 06 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 347 1,410 0 05 Mar 2024
Cross-Domain Image Conversion by CycleDM Sho Shimotsumagari Shumpei Takezaki Daichi Haraguchi Seiichi Uchida 86 0 0 05 Mar 2024
Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation Weijie Li Litong Gong Yiran Zhu Fanda Fan Biao Wang Tiezheng Ge Bo Zheng VGen DiffM 67 3 0 05 Mar 2024
Time Weaver: A Conditional Time Series Generation Model Sai Shankar Narasimhan Shubhankar Agarwal Oguzhan Akcin Sujay Sanghavi Sandeep Chinchali DiffM MedIm 130 21 0 05 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 136 3 0 05 Mar 2024
Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning P. Hess Michael Aich Baoxiang Pan Niklas Boers AI4Cl 120 2 0 05 Mar 2024
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control Xuweiyi Chen Tian Xia Sihan Xu VGen DiffM 105 8 0 04 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 140 20 0 04 Mar 2024
ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models Lukas Höllein Aljavz Bovzivc Norman Muller David Novotny Hung-Yu Tseng Christian Richardt Michael Zollhöfer Matthias Nießner DiffM 91 45 0 04 Mar 2024
AtomoVideo: High Fidelity Image-to-Video Generation Litong Gong Yiran Zhu Weijie Li Xiaoyang Kang Biao Wang Tiezheng Ge Bo Zheng DiffM VGen 198 12 0 04 Mar 2024
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion Bowen Gao Minsi Ren Yuyan Ni Yanwen Huang Yiran Zhou Zhiming Ma Wei-Ying Ma Yanyan Lan 93 6 0 04 Mar 2024
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances Supreeth Narasimhaswamy Uttaran Bhattacharya Xiang Chen Ishita Dasgupta Saayan Mitra Minh Hoai DiffM 80 25 0 04 Mar 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Lean Fu 118 12 0 04 Mar 2024
Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models Yuchen Wu Minshuo Chen Zihao Li Mengdi Wang Yuting Wei 110 29 0 03 Mar 2024
Critical windows: non-asymptotic theory for feature emergence in diffusion models Marvin Li Sitan Chen DiffM 110 14 0 03 Mar 2024
Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models Iakovos Evdaimon Giannis Nikolentzos Michail Chatzianastasis Hadi Abdine Michalis Vazirgiannis DiffM 72 4 0 03 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 127 9 0 03 Mar 2024
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models Neta Shaul Uriel Singer Ricky T. Q. Chen Matt Le Ali K. Thabet Albert Pumarola Y. Lipman DiffM 84 4 0 02 Mar 2024
DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction Jun Xiong Peng Zhang Tao You Chuanyue Li Wei Huang Yufei Zha DiffM 95 5 0 02 Mar 2024
TCIG: Two-Stage Controlled Image Generation with Quality Enhancement through Diffusion Salaheldin Mohamed 66 0 0 02 Mar 2024
Training Unbiased Diffusion Models From Biased Dataset Yeongmin Kim Byeonghu Na Minsang Park Joonho Jang Dongjun Kim Wanmo Kang Il-Chul Moon 83 24 0 02 Mar 2024