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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 453 papers shown

Title
Human2Robot: Learning Robot Actions from Paired Human-Robot Videos Sicheng Xie Haidong Cao Zejia Weng Zhen Xing Shiwei Shen Jiaqi Leng Xipeng Qiu Yanwei Fu Zuxuan Wu Yu Jiang 137 0 0 23 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 123 7 0 21 Feb 2025
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation Behzad Hejrati Soumyanil Banerjee C. Glide-Hurst Ming Dong DiffM MedIm 209 0 0 21 Feb 2025
Mean-Shift Distillation for Diffusion Mode Seeking Vikas Thamizharasan Nikitas Chatzis Iliyan Georgiev Matthew Fisher Difan Liu Nanxuan Zhao E. Kalogerakis Michal Lukac DiffM 115 0 0 21 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 340 55 0 21 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 239 5 0 21 Feb 2025
$Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$-Constrained Optimization$ Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$ -Constrained Optimization Xiaohua Feng Chao-Jun Chen Yuyuan Li Lulu Zhang Longfei Li Jun Zhou Xiaolin Zheng MU 130 0 0 20 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 191 3 0 20 Feb 2025
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation Minghao Fu Guo-Hua Wang Liangfu Cao Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 60 0 0 18 Feb 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Changhao Nai Sihang Li Yaorui Shi Xiang Wang Kenji Kawaguchi Tat-Seng Chua 179 4 0 18 Feb 2025
Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 109 0 0 18 Feb 2025
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DRL 259 8 0 17 Feb 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion Yufan Zhou Haoyu Shen Huan Wang DiffM 227 1 0 17 Feb 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Ji-Rong Wen Chongxuan Li 237 55 0 14 Feb 2025
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 130 0 0 12 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 222 0 0 10 Feb 2025
MaterialFusion: High-Quality, Zero-Shot, and Controllable Material Transfer with Diffusion Models Kamil Garifullin Maxim Nikolaev Andrey Kuznetsov Aibek Alanov 116 0 0 10 Feb 2025
History-Guided Video Diffusion Kiwhan Song Boyuan Chen Max Simchowitz Yilun Du Russ Tedrake Vincent Sitzmann VGen 189 18 0 10 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 132 0 0 08 Feb 2025
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free Gian Mario Favero Parham Saremi Emily Kaczmarek Brennan Nichyporuk Tal Arbel DiffM MedIm 115 2 0 06 Feb 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization Yang Li Jinpei Guo Runzhong Wang H. Zha Junchi Yan 157 11 0 05 Feb 2025
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning Hanyang Zhao Haoxian Chen Ji Zhang D. Yao Wenpin Tang 114 1 0 03 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 135 3 0 03 Feb 2025
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting Dongliang Zhou Haijun Zhang Jianghong Ma Jicong Fan Zhao Zhang 316 8 0 03 Feb 2025
VILP: Imitation Learning with Latent Video Planning Zhengtong Xu Qiang Qiu Yu She VGen 166 1 0 03 Feb 2025
Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding Jingming Xia Guanqun Cao Guang Ma Yiben Luo Qinzhao Li John Oyekan MDE 113 0 0 01 Feb 2025
Motion Diffusion Autoencoders: Enabling Attribute Manipulation in Human Motion Demonstrated on Karate Techniques Anthony Mendil Felix Putze 97 0 0 30 Jan 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su Jun Zhu 154 2 0 28 Jan 2025
MATCHA:Towards Matching Anything Fei Xue Sven Elflein Laura Leal-Taixe Qunjie Zhou 132 1 0 28 Jan 2025
Turn That Frown Upside Down: FaceID Customization via Cross-Training Data Shuhe Wang Xiaoya Li Xiaofei Sun G. Wang Tianwei Zhang Jiwei Li Eduard H. Hovy 111 1 0 28 Jan 2025
Decrypting the temperature field in flow boiling with latent diffusion models UngJin Na JunYoung Seo Taeil Kim ByongGuk Jeon H. Jo DiffM AI4CE 62 0 0 27 Jan 2025
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 116 0 0 23 Jan 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Pengfei Wan Di Zhang Kun Gai Yujiu Yang Wanli Ouyang VGen EGVM 151 26 0 23 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You Pier Luigi Dragotti DiffM 130 2 0 23 Jan 2025
Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial Curves Abhishek Tandon Geetanjali Sharma Gaurav Jaswal Aditya Nigam Raghavendra Ramachandra 91 0 0 23 Jan 2025
CGI: Identifying Conditional Generative Models with Example Images Zhi Zhou Hao-Zhe Tan Peng-Xiao Song Lan-Zhe Guo DiffM 83 0 0 23 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 202 1 0 22 Jan 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 138 1 0 20 Jan 2025
Model Synthesis for Zero-Shot Model Attribution Tianyun Yang Juan Cao Danding Wang Chang Xu WIGM 149 4 0 20 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 145 4 0 20 Jan 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 152 2 0 20 Jan 2025
Synthesizing Forestry Images Conditioned on Plant Phenotype Using a Generative Adversarial Network Debasmita Pal Arun Ross GAN 133 1 0 17 Jan 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 133 3 0 17 Jan 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 205 3 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 280 26 0 17 Jan 2025
Joint Learning of Depth and Appearance for Portrait Image Animation Xinya Ji Gaspard Zoss Prashanth Chandran Lingchen Yang Xun Cao B. Solenthaler D. Bradley 3DH MDE 116 1 0 15 Jan 2025
Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens Dongwon Kim Ju He Qihang Yu Chenglin Yang Xiaohui Shen Suha Kwak Liang-Chieh Chen VLM 124 11 0 13 Jan 2025
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Henry Li Ronen Basri Y. Kluger DiffM 126 2 0 13 Jan 2025
Boundary-enhanced time series data imputation with long-term dependency diffusion models Chunjing Xiao Xue Jiang Xianghe Du Wei Yang Wei Lu Xinyu Wang Kevin Chetty 136 3 0 11 Jan 2025
From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training Julius Berner Lorenz Richter Marcin Sendera Jarrid Rector-Brooks Nikolay Malkin OffRL 132 8 0 10 Jan 2025