Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 4,845 papers shown

Title
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 28 0 0 14 May 2025
Controllable Image Colorization with Instance-aware Texts and Masks Yanru An Ling Gui Qiang Hu Chunlei Cai Tianxiao Ye Xiaoyun Zhang Yanfeng Wang DiffM 26 0 0 13 May 2025
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models Lhuqita Fazry Valentino Vito DiffM 26 0 0 13 May 2025
SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model Zhanjie Zhang Quanwei Zhang Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao 16 0 0 13 May 2025
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention Jiangling Zhang Weijie Zhu Jirui Huang Yaxiong Chen 14 0 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 21 0 0 12 May 2025
CHD: Coupled Hierarchical Diffusion for Long-Horizon Tasks Ce Hao Anxing Xiao Zhiwei Xue Harold Soh 36 0 0 12 May 2025
Pixel Motion as Universal Representation for Robot Control Kanchana Ranasinghe Xiang Li Cristina Mata J. Park Michael S. Ryoo VGen 22 0 0 12 May 2025
Noise Optimized Conditional Diffusion for Domain Adaptation Lingkun Luo Shiqiang Hu Liming Luke Chen DiffM 37 0 0 12 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang H. Li Lijun Yang Wen Yao Yue Deng DiffM 33 0 0 12 May 2025
$H$^{\mathbf{3}}$DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning$ H $^{\mathbf{3}}$ DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning Yiyang Lu Yufeng Tian Zhecheng Yuan X. Wang Pu Hua Zhengrong Xue Huazhe Xu 21 0 0 12 May 2025
Improving Trajectory Stitching with Flow Models Reece O'Mahoney Wanming Yu Ioannis Havoutis 19 0 0 12 May 2025
Image Classification Using a Diffusion Model as a Pre-Training Model Kosuke Ukita Ye Xiaolong Tsuyoshi Okita DiffM MedIm VLM 26 0 0 11 May 2025
DAPE: Dual-Stage Parameter-Efficient Fine-Tuning for Consistent Video Editing with Diffusion Models Junhao Xia Chaoyang Zhang Yecheng Zhang Chengyang Zhou Zhichang Wang Bochun Liu Dongshuo Yin DiffM VGen 24 0 0 11 May 2025
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology Xiaohan Wang Matthew Berger DiffM 23 0 0 11 May 2025
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation Z. Wang Haipeng Li Lin Sui Tianhao Zhou Hai Jiang Lang Nie Shuaicheng Liu DiffM VGen 42 0 0 10 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 29 0 0 09 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 16 0 0 09 May 2025
MAGE:A Multi-stage Avatar Generator with Sparse Observations Fangyu Du Yang Yang Xuehao Gao Hongye Hou VGen 21 0 0 09 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri S Deshmukh Yalcin Tur Ulas Bagci MedIm 51 0 0 08 May 2025
Normalize Everything: A Preconditioned Magnitude-Preserving Architecture for Diffusion-Based Speech Enhancement Julius Richter Danilo de Oliveira Timo Gerkmann DiffM 53 0 0 08 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 41 0 0 08 May 2025
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model Sagnik Bhattacharya Abhiram Gorle Ahmed Mohsin Ahsan Bilal Connor Ding Amit Kumar Singh Yadav Tsachy Weissman DiffM 43 0 0 08 May 2025
InstanceGen: Image Generation with Instance-level Instructions Etai Sella Yanir Kleiman Hadar Averbuch-Elor 26 0 0 08 May 2025
Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting Kazi Ashik Islam Zakaria Mehrab Mahantesh Halappanavar H. Mortveit Sridhar Katragadda Jon Derek Loftis Madhav V. Marathe DiffM AI4CE 37 0 0 08 May 2025
MoDE: Mixture of Diffusion Experts for Any Occluded Face Recognition Qiannan Fan Zhuoyang Li Jitong Li Chenyang Cao DiffM 36 0 0 07 May 2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 46 0 0 07 May 2025
Bridging Geometry-Coherent Text-to-3D Generation with Multi-View Diffusion Priors and Gaussian Splatting Feng Yang W. Qian W. Zuo Hui Li 3DGS DiffM 57 0 0 07 May 2025
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model Pengfei Guo Can Zhao Dong Yang Yufan He V. Nath ... Zongwei Zhou Benjamin D. Simon Stephanie Harmon B. Turkbey Daguang Xu DiffM MedIm 38 0 0 07 May 2025
CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Y. Li Pencheng Wan Liang Han Yaowei Wang Liqiang Nie Min Zhang 41 0 0 07 May 2025
Efficient Flow Matching using Latent Variables Anirban Samaddar Yixuan Sun Viktor Nilsson Sandeep Madireddy 46 0 0 07 May 2025
Non-stationary Diffusion For Probabilistic Time Series Forecasting Weiwei Ye Zhuopeng Xu Ning Gui DiffM 51 0 0 07 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Ishan Gaur Jennifer Listgarten DiffM 51 0 0 07 May 2025
ELGAR: Expressive Cello Performance Motion Generation for Audio Rendition Zhiping Qiu Yitong Jin Y. Wang Yi Shi C. Wang Chao Tan Xiaobing Li Feng Yu Tao Yu Qionghai Dai 24 0 0 07 May 2025
Localized Diffusion Models for High Dimensional Distributions Generation Georg Gottwald Shuigen Liu Youssef Marzouk Sebastian Reich X. Tong DiffM 26 0 0 07 May 2025
Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation Teng Zhou Jax Luo Yuping Sun Yiheng Tan Shun Yao Nazim Haouchine Scott Raymond MedIm 95 0 0 06 May 2025
Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation Jincheng Zhang Gyorgy Fazekas C. Saitis 41 0 0 06 May 2025
Revolutionizing Brain Tumor Imaging: Generating Synthetic 3D FA Maps from T1-Weighted MRI using CycleGAN Models Xin Du Francesca M. Cozzi Rajesh Jena MedIm 29 0 0 06 May 2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation Hengyuan Hu Aniket Das Dorsa Sadigh Nima Anari DiffM 19 0 0 06 May 2025
StableMotion: Training Motion Cleanup Models with Unpaired Corrupted Data Yuxuan Mu Hung Yu Ling Yi Shi Ismael Baira Ojeda Pengcheng Xi Chang Shu F. Zinno Xue Bin Peng 43 0 0 06 May 2025
Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control Sajjad Rezvani Boroujeni Hossein Abedi Tom Bush 20 0 0 06 May 2025
Robustness in AI-Generated Detection: Enhancing Resistance to Adversarial Attacks Sun Haoxuan Hong Yan Zhan Jiahui Chen Haoxing Lan Jun Zhu Huijia Wang Weiqiang Zhang Liqing Zhang Jianfu AAML 70 0 0 06 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen C. L. P. Chen Sijie Zhu DiffM 79 1 0 05 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Songtao Zhao Qian He 24 0 0 05 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 44 0 0 05 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities X. Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 60 0 0 05 May 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation Mingcheng Li Xiaolu Hou Ziyang Liu Dingkang Yang Ziyun Qian Jiawei Chen Jinjie Wei Y. Jiang Qingyao Xu L. Zhang DiffM 85 0 0 05 May 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 94 0 0 04 May 2025
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset Jakub Wąsala Bartłomiej Wrzalski Kornelia Noculak Yuliia Tarasenko Oliwer Krupa Jan Kocoń Grzegorz Chodak 29 0 0 04 May 2025
Improving Physical Object State Representation in Text-to-Image Generative Systems Tianle Chen Chaitanya Chakka Deepti Ghadiyaram 27 0 0 04 May 2025