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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,155 papers shown

Title
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects Awal Ahmed Fime Saifuddin Mahmud Arpita Das Md. Sunzidul Islam Hong-Hoon Kim VGen 3DV 54 1 0 14 Sep 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 92 7 0 13 Sep 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon Baris Turkbey Daguang Xu DiffM MedIm 88 29 0 13 Sep 2024
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image Detection Hina Otake Yoshihiro Fukuhara Yoshiki Kubotani Shigeo Morishima ViT 97 0 0 13 Sep 2024
Think Twice Before You Act: Improving Inverse Problem Solving With MCMC Y. Zhu Zehao Dou Haoxin Zheng Yasi Zhang Ying Nian Wu Ruiqi Gao DiffM 66 7 0 13 Sep 2024
Cross-conditioned Diffusion Model for Medical Image to Image Translation Zhaohu Xing Sicheng Yang Sixiang Chen Tian-Chun Ye Yijun Yang Jing Qin Lei Zhu DiffM MedIm 120 11 0 13 Sep 2024
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling Nebiyou Yismaw Ulugbek S. Kamilov M. Salman Asif DiffM 97 2 0 13 Sep 2024
Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning Hanyang Zhao Haoxian Chen Ji Zhang David D. Yao Wenpin Tang 138 6 0 12 Sep 2024
360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation Hai Wang Jing-Hao Xue 103 1 0 12 Sep 2024
Click2Mask: Local Editing with Dynamic Mask Generation Omer Regev Omri Avrahami Dani Lischinski DiffM 134 2 0 12 Sep 2024
Improving Text-guided Object Inpainting with Semantic Pre-inpainting Yifu Chen Jingwen Chen Yingwei Pan Yehao Li Ting Yao Zhineng Chen Tao Mei DiffM 88 7 0 12 Sep 2024
UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints Inzamamul Alam Muhammad Shahid Muneer Simon Woo 120 4 0 12 Sep 2024
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing Zhenyuan Dong Sai Qian Zhang MQ 108 3 0 12 Sep 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 96 5 0 11 Sep 2024
Training-Free Guidance for Discrete Diffusion Models for Molecular Generation Thomas J. Kerby Kevin R. Moon 102 3 0 11 Sep 2024
Data Augmentation via Latent Diffusion for Saliency Prediction Bahar Aydemir Deblina Bhattacharjee Tong Zhang Mathieu Salzmann Sabine Süsstrunk 125 1 0 11 Sep 2024
Exploring User-level Gradient Inversion with a Diffusion Prior Zhuohang Li Andrew Lowy Jing Liu T. Koike-Akino Bradley Malin K. Parsons Ye Wang DiffM 83 1 0 11 Sep 2024
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion Jian Zhang Weijian Mai Zhijun Zhang VGen 73 0 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 Bo Han 126 15 0 11 Sep 2024
MVGaussian: High-Fidelity text-to-3D Content Generation with Multi-View Guidance and Surface Densification Phu-Cuong Pham Aradhya Neeraj Mathur Ojaswa Sharma Aniket Bera 3DV 3DGS 52 2 0 10 Sep 2024
MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control Yining Yao Xi Guo C. Ding Wei Wu VGen 95 2 0 10 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 121 2 0 10 Sep 2024
Unlearning or Concealment? A Critical Analysis and Evaluation Metrics for Unlearning in Diffusion Models Aakash Sen Sharma Niladri Sarkar Vikram S Chundawat Ankur Mali Murari Mandal DiffM MU 109 5 0 09 Sep 2024
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning Jiahao Lai Jiaqiang Li Jian Xu Yanru Wu Boshi Tang Siqi Chen Yongfeng Huang Wenbo Ding Yang Li FedML 213 0 0 09 Sep 2024
Diffusion-based Speech Enhancement with Schrödinger Bridge and Symmetric Noise Schedule Siyi Wang Siyi Liu Andrew Harper Paul Kendrick Mathieu Salzmann Milos Cernak DiffM 104 4 0 08 Sep 2024
DreamMapping: High-Fidelity Text-to-3D Generation via Variational Distribution Mapping Zeyu Cai D. B. Wang Yixun Liang Zhijing Shao Ying-Cong Chen Xiaohang Zhan Zhaoxiang Wang DiffM 3DGS 144 1 0 08 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 164 0 0 07 Sep 2024
Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao Jiale Zha X. Zhou DiffM 77 4 0 07 Sep 2024
A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior Manuel Serna-Aguilera Xuan-Bac Nguyen Han-Seok Seo Khoa Luu 103 1 0 06 Sep 2024
Beyond Following: Mixing Active Initiative into Computational Creativity Zhiyu Lin Upol Ehsan Rohan Agarwal Samihan Dani Vidushi Vashishth Mark O. Riedl 76 0 0 06 Sep 2024
One-Shot Diffusion Mimicker for Handwritten Text Generation Gang Dai Yifan Zhang Quhui Ke Qiangya Guo Shuangping Huang DiffM 111 9 0 06 Sep 2024
Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation Zhuoyan Luo Fengyuan Shi Yixiao Ge Yujiu Yang Limin Wang Ying Shan VLM 191 65 0 06 Sep 2024
DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes Jianbiao Mei T. Hu Xuemeng Yang Licheng Wen Yu Yang Tiantian Wei Yukai Ma Min Dou Botian Shi Yong Liu VGen DiffM 181 6 0 06 Sep 2024
Generating High Dimensional User-Specific Wireless Channels using Diffusion Models Taekyun Lee Juseong Park Hyeji Kim Jeffrey G. Andrews DiffM 94 4 0 05 Sep 2024
DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation Wenliang Zhao Haolin Wang Jie Zhou Jiwen Lu DiffM 67 3 0 05 Sep 2024
Blended Latent Diffusion under Attention Control for Real-World Video Editing Deyin Liu Lin Yuanbo Wu Xianghua Xie DiffM 71 0 0 05 Sep 2024
ScreenMark: Watermarking Arbitrary Visual Content on Screen Xiujian Liang Gaozhi Liu Yichao Si Xiaoxiao Hu Zhenxing Qian Xinpeng Zhang WIGM 78 0 0 05 Sep 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 139 1 0 05 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie Fahad Shahbaz Khan Yanwei Pang DiffM 111 2 0 05 Sep 2024
RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry Zhaowei Wang Ying Hao Hao Wei Qing Xiao Lulu Chen Yulong Li Yue Yang Tianyi Li DiffM 56 0 0 05 Sep 2024
HUMOS: Human Motion Model Conditioned on Body Shape Shashank Tripathi Omid Taheri Christoph Lassner Michael J. Black Daniel Holden Carsten Stoll 3DH DiffM 161 10 0 05 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 141 10 0 05 Sep 2024
Spatial Diffusion for Cell Layout Generation Chen Li Xiaoling Hu Shahira Abousamra Meilong Xu Chao Chen MedIm 114 4 0 04 Sep 2024
Solving Video Inverse Problems Using Image Diffusion Models Taesung Kwon Jong Chul Ye DiffM 136 3 0 04 Sep 2024
LinFusion: 1 GPU, 1 Minute, 16K Image Songhua Liu Weihao Yu Zhenxiong Tan Xinchao Wang 148 18 0 03 Sep 2024
T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning Zach Eidex Mojtaba Safari Richard L. J. Qiu D. Yu Hui-Kuo Shu H. Mao Xiaofeng Yang MedIm 89 1 0 03 Sep 2024
CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates Liutao Yang Jiahao Huang Guang Yang Daoqiang Zhang DiffM 86 1 0 03 Sep 2024
EarthGen: Generating the World from Top-Down Views Ansh Sharma Albert Xiao Praneet Rathi Rohit Kundu Albert Zhai Yuan Shen Shenlong Wang 129 1 0 02 Sep 2024
Enhancing Sample Efficiency and Exploration in Reinforcement Learning through the Integration of Diffusion Models and Proximal Policy Optimization Gao Tianci Dmitriev D. Dmitry Konstantin A. Neusypin Yang Bo Rao Shengren OffRL 122 2 0 02 Sep 2024
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance Cunzheng Wang Ziyuan Guo Yuxuan Duan Huaxia Li Nemo Chen Xu Tang Feng-Long Xie DiffM 92 3 0 02 Sep 2024