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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

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Title
Text2Place: Affordance-aware Text Guided Human Placement Rishubh Parihar Harsh Gupta VS Sachidanand R. V. Babu DiffM 88 5 0 22 Jul 2024
Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models Kent Fujiwara Mikihiro Tanaka Qing Yu 92 2 0 22 Jul 2024
Self-supervised Mamba-based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Yike Zhang Eduardo Davalos Dingjie Su Ange Lou Jack H. Noble 66 0 0 22 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models Aoxiang Fan Hieu M. Le Dimitris Samaras MedIm 107 3 0 21 Jul 2024
The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation Junwen Luo Chengyong Jiang Qingyuan Chen Dongqi Han Yansen Wang Biao Yan Dongsheng Li Jiayi Zhang 61 0 0 21 Jul 2024
Anchored Diffusion for Video Face Reenactment I. Kligvasser Regev Cohen G. Leifman Ehud Rivlin Michael Elad DiffM VGen 108 1 0 21 Jul 2024
Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives D. Hagos Rick Battle Danda B. Rawat LM&MA OffRL 130 28 0 20 Jul 2024
Diffusion Models as Data Mining Tools Ioannis Siglidis Aleksander Holynski Alexei A. Efros Mathieu Aubry Shiry Ginosar DiffM MedIm 98 3 0 20 Jul 2024
Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning Chen Shen Chunfeng Lian Wanqing Zhang Fan Wang Jianhua Zhang ... Hongshu Mu Hao Wu Xinggong Liang Jianhua Ma Zhenyuan Wang 119 1 0 20 Jul 2024
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement Yunlong Lin Tian-Chun Ye Sixiang Chen Zhenqi Fu Yingying Wang Wenhao Chai Zhaohu Xing Lei Zhu Xinghao Ding DiffM 116 5 0 20 Jul 2024
Diff4VS: HIV-inhibiting Molecules Generation with Classifier Guidance Diffusion for Virtual Screening Jiaqing Lyu Changjie Chen Bing Liang Yijia Zhang 65 1 0 20 Jul 2024
Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models Mingzhi Chen Yiyu Gui Yuqi Su Yuesheng Zhu Guibo Luo Yuchao Yang DiffM MedIm 70 0 0 20 Jul 2024
$$\infty$-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions$ $\infty$ -Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions Minh-Quan Le Alexandros Graikos Srikar Yellapragada Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras 102 10 0 20 Jul 2024
OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning Yi-Fan Yao Zhepeng Cen Wenhao Ding Hao-ming Lin Shiqi Liu Tingnan Zhang Wenhao Yu Ding Zhao OffRL OnRL 100 2 0 19 Jul 2024
M2D2M: Multi-Motion Generation from Text with Discrete Diffusion Models Seung-geun Chi Hyung-Gun Chi Hengbo Ma Nakul Agarwal Faizan Siddiqui Karthik Ramani Kwonjoon Lee DiffM 120 13 0 19 Jul 2024
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model Seonghui Min Hyunwoo Oh Won-Ki Jeong DiffM MedIm 107 5 0 19 Jul 2024
Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models Hyunwoo Oh Won-Ki Jeong MedIm 104 5 0 19 Jul 2024
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model Kun Zhao Jakub Prokop Javier Montalt-Tordera Sadegh Mohammadi DiffM MedIm 119 0 0 19 Jul 2024
Are handcrafted filters helpful for attributing AI-generated images? Jialiang Li Haoyue Wang Sheng Li Zhenxing Qian Xinpeng Zhang Athanasios V. Vasilakos 73 0 0 19 Jul 2024
PointRegGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training Suyi Chen Hao Xu Haipeng Li Kunming Luo Guanghui Liu Chi-Wing Fu Ping Tan Shuaicheng Liu 3DPC 101 4 0 19 Jul 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 139 24 0 19 Jul 2024
PlacidDreamer: Advancing Harmony in Text-to-3D Generation Shuo Huang Shikun Sun Zixuan Wang Xiaoyu Qin Yanmin Xiong Yuan Zhang Pengfei Wan Dingyun Zhang Jia Jia 3DGS 96 3 0 19 Jul 2024
Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review Masatoshi Uehara Yulai Zhao Tommaso Biancalani Sergey Levine 152 32 0 18 Jul 2024
Training-free Composite Scene Generation for Layout-to-Image Synthesis Jiaqi Liu Tao Huang Chang Xu DiffM 96 7 0 18 Jul 2024
DiffuX2CT: Diffusion Learning to Reconstruct CT Images from Biplanar X-Rays Xuhui Liu Zhi Qiao Runkun Liu Hong Li Juan Zhang Xiantong Zhen Zhen Qian Baochang Zhang MedIm 90 2 0 18 Jul 2024
Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models Qiao Li Xiaomeng Fu Xi Wang Jin Liu Xingyu Gao Jiao Dai Jizhong Han 77 4 0 18 Jul 2024
MEDIC: Zero-shot Music Editing with Disentangled Inversion Control Huadai Liu Jialei Wang Rongjie Huang Yang Liu Jiayang Xu Zhou Zhao 77 4 0 18 Jul 2024
Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking Zhiyuan Ma Guoli Jia Biqing Qi Bowen Zhou WIGM 119 13 0 18 Jul 2024
FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection Jian-wen Zhao Xin Li Fan Yang Qiang Zhai Ao Luo Zicheng Jiao Hong Cheng DiffM 99 8 0 18 Jul 2024
EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models Nan Lin Peter Palensky Pedro P. Vergara DiffM 118 0 0 18 Jul 2024
SMooDi: Stylized Motion Diffusion Model Lei Zhong Yiming Xie Varun Jampani Deqing Sun Huaizu Jiang DiffM 115 18 0 17 Jul 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 90 10 0 17 Jul 2024
CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems Jiankun Zhao Bowen Song Liyue Shen DiffM 106 5 0 17 Jul 2024
Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models Chao Gong Kai-xiang Chen Zhipeng Wei Jingjing Chen Yulong Jiang DiffM 124 37 0 17 Jul 2024
GeoGuide: Geometric guidance of diffusion models Mateusz Poleski Jacek Tabor Przemysław Spurek 91 2 0 17 Jul 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views Jihoon Cho Suhyun Ahn Beomju Kim Hyungjoon Bae Xiaofeng Liu ... Kyungeun Lee Georges Elfakhri Van Wedeen Jonghye Woo Jinah Park MedIm DiffM 68 0 0 17 Jul 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 208 17 0 17 Jul 2024
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis Haeil Lee Han S. Lee Seoyeon Gye Junmo Kim DiffM 95 3 0 16 Jul 2024
Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation Olga Zatsarynna Emad Bahrami Yazan Abu Farha Gianpiero Francesca Juergen Gall 146 2 0 16 Jul 2024
Scaling Diffusion Transformers to 16 Billion Parameters Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang DiffM MoE 118 21 0 16 Jul 2024
Rethinking Learned Image Compression: Context is All You Need Jixiang Luo 97 0 0 16 Jul 2024
Self-Guided Generation of Minority Samples Using Diffusion Models Soobin Um Jong Chul Ye DiffM 102 7 0 16 Jul 2024
Length-Aware Motion Synthesis via Latent Diffusion Alessio Sampieri Alessio Palma Indro Spinelli Yuta Kyuragi VGen DiffM 102 7 0 16 Jul 2024
Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era Lei Ren Haiteng Wang Y. Laili AI4CE 83 10 0 16 Jul 2024
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models Jaehoon Hahm Junho Lee Sunghyun Kim Joonseok Lee DiffM 94 11 0 16 Jul 2024
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 121 1 0 16 Jul 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models Ouxiang Li Yanbin Hao Zhicai Wang Bin Zhu Shuo Wang Zaixi Zhang Fuli Feng DiffM 60 3 0 16 Jul 2024
Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems Yasar Utku Alçalar Mehmet Akçakaya DiffM 79 3 0 16 Jul 2024
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation Yuanhao Zhai Kevin Qinghong Lin Linjie Li Chung-Ching Lin Jianfeng Wang Zhengyuan Yang David Doermann Junsong Yuan Zicheng Liu Lijuan Wang DiffM VGen 90 6 0 15 Jul 2024
Optical Diffusion Models for Image Generation Ilker Oguz Niyazi Ulaş Dinç Mustafa Yildirim Junjie Ke Innfarn Yoo Qifei Wang Feng Yang Christophe Moser D. Psaltis 122 0 0 15 Jul 2024