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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
Text-guided Explorable Image Super-resolution Kanchana Vaishnavi Gandikota Paramanand Chandramouli 115 8 0 02 Mar 2024
GraphRCG: Self-Conditioned Graph Generation Song Wang Zhen Tan Xinyu Zhao Tianlong Chen Huan Liu Wenlin Yao 84 0 0 02 Mar 2024
G3DR: Generative 3D Reconstruction in ImageNet Pradyumna Reddy Ismail Elezi Jiankang Deng 102 5 0 01 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 114 23 0 01 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 84 3 0 01 Mar 2024
VoxGenesis: Unsupervised Discovery of Latent Speaker Manifold for Speech Synthesis Wei-wei Lin Chenhang He Man-Wai Mak Jiachen Lian Kong Aik Lee DiffM 72 0 0 01 Mar 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks Xiangxiang Chu Jianlin Su Bo Zhang Chunhua Shen MLLM 115 12 0 01 Mar 2024
LoMOE: Localized Multi-Object Editing via Multi-Diffusion Goirik Chakrabarty Aditya Chandrasekar Ramya Hebbalaguppe AP Prathosh DiffM 80 6 0 01 Mar 2024
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation Zhiying Leng Tolga Birdal Xiaohui Liang Federico Tombari 152 4 0 01 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 231 4 0 01 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Tengjiao Wang 3DV 290 286 0 29 Feb 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation Hanxi Li Zhengxun Zhang Hao Chen Lin Wu Bo Li Deyin Liu Mingwen Wang 97 3 0 29 Feb 2024
DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly Gianluca Scarpellini Stefano Fiorini Francesco Giuliari Pietro Morerio Alessio Del Bue 134 17 0 29 Feb 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 127 30 0 29 Feb 2024
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AI Domenique Zipperling Simeon Allmendinger Lukas Struppek Niklas Kühl 67 0 0 29 Feb 2024
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection C. Koutlis Symeon Papadopoulos 119 21 0 29 Feb 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis Paul Friedrich J. Wolleb Florentin Bieder Alicia Durrer P. Cattin MedIm 86 20 0 29 Feb 2024
DOZE: A Dataset for Open-Vocabulary Zero-Shot Object Navigation in Dynamic Environments Ji Ma Hongming Dai Yao Mu Pengying Wu Hao Wang Xiaowei Chi Yang Fei Shanghang Zhang Chang-rui Liu 136 6 0 29 Feb 2024
SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting Hoon Kim Minje Jang Wonjun Yoon Jisoo Lee Donghyun Na Sanghyun Woo AI4CE 112 24 0 29 Feb 2024
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation F. Barbato Umberto Michieli Mehmet Karim Yucel Pietro Zanuttigh Mete Ozay 78 2 0 28 Feb 2024
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model Sang-Il Park Yong Bae Kim J. Chang Seo Hee Choi Hyungjin Chung Ik-jae Lee H. Byun DiffM MedIm 69 0 0 28 Feb 2024
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective Xinjian Luo Yangfan Jiang Fei Wei Yuncheng Wu Xiaokui Xiao Beng Chin Ooi DiffM 117 5 0 28 Feb 2024
Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners Shanu Vashishtha Abhinav Prakash Lalitesh Morishetti Kaushiki Nag Yokila Arora Sushant Kumar Kannan Achan DiffM 56 5 0 28 Feb 2024
Context-aware Talking Face Video Generation Meidai Xuanyuan Yuwang Wang Honglei Guo Qionghai Dai DiffM 77 0 0 28 Feb 2024
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis Yanzuo Lu Manlin Zhang Andy J. Ma Xiaohua Xie Jian-Huang Lai DiffM 68 24 0 28 Feb 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 189 21 0 28 Feb 2024
Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners Yazhou Xing Yin-Yin He Zeyue Tian Xintao Wang Qifeng Chen 125 57 0 27 Feb 2024
CustomSketching: Sketch Concept Extraction for Sketch-based Image Synthesis and Editing Chufeng Xiao Hongbo Fu DiffM 88 3 0 27 Feb 2024
Structure-Guided Adversarial Training of Diffusion Models Ling Yang Haotian Qian Zhilong Zhang Jingwei Liu Tengjiao Wang 111 12 0 27 Feb 2024
Label-Noise Robust Diffusion Models Byeonghu Na Yeongmin Kim Heesun Bae Jung Hyun Lee Seho Kwon Wanmo Kang Il-Chul Moon NoLa DiffM 121 8 0 27 Feb 2024
EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions Linrui Tian Qi Wang Bang Zhang Liefeng Bo DiffM 129 126 0 27 Feb 2024
Accelerating Diffusion Sampling with Optimized Time Steps Shuchen Xue Zhaoqiang Liu Fei Chen Shifeng Zhang Tianyang Hu Enze Xie Zhenguo Li DiffM 149 29 0 27 Feb 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection Junsu Kim Hoseong Cho Jihyeon Kim Yihalem Yimolal Tiruneh Seungryul Baek DiffM 139 21 0 27 Feb 2024
One-Shot Structure-Aware Stylized Image Synthesis Hansam Cho Jonghyun Lee Seunggyu Chang Yonghyun Jeong DiffM 109 7 0 27 Feb 2024
Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation Daiqing Li Aleks Kamko Ehsan Akhgari Ali Sabet Linmiao Xu Suhail Doshi 99 110 0 27 Feb 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Eric Wang Feng Ding Shu Hu 114 41 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 298 103 0 27 Feb 2024
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions Saeed Khorram Mingqi Jiang Mohamad Shahbazi Mohamad H. Danesh Li Fuxin GAN 104 1 0 26 Feb 2024
A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data Antonio Sclocchi Alessandro Favero Matthieu Wyart DiffM 115 37 0 26 Feb 2024
Multi-LoRA Composition for Image Generation Ming Zhong Yelong Shen Shuohang Wang Yadong Lu Yizhu Jiao Siru Ouyang Donghan Yu Jiawei Han Weizhu Chen MoMe 77 43 0 26 Feb 2024
Contextualized Diffusion Models for Text-Guided Image and Video Generation Ling Yang Zhilong Zhang Zhaochen Yu Jingwei Liu Minkai Xu Stefano Ermon Tengjiao Wang 92 4 0 26 Feb 2024
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis Juyeon Ko Inho Kong Dogyun Park Hyunwoo J. Kim DiffM 151 5 0 26 Feb 2024
Outline-Guided Object Inpainting with Diffusion Models Markus Pobitzer Filip M. Janicki Mattia Rigotti Cristiano Malossi DiffM 85 1 0 26 Feb 2024
Placing Objects in Context via Inpainting for Out-of-distribution Segmentation Pau de Jorge Riccardo Volpi P. Dokania Philip Torr Grégory Rogez DiffM 118 5 0 26 Feb 2024
Feedback Efficient Online Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Kevin Black Ehsan Hajiramezanali Gabriele Scalia N. Diamant Alex Tseng Sergey Levine Tommaso Biancalani 132 28 0 26 Feb 2024
DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design Jiaqi Guan Xiangxin Zhou Yuwei Yang Yu Bao Jian-wei Peng Jianzhu Ma Qiang Liu Liang Wang Quanquan Gu 101 75 0 26 Feb 2024
Graph Diffusion Policy Optimization Yijing Liu Chao Du Tianyu Pang Chongxuan Li Wei Chen Min Lin 88 7 0 26 Feb 2024
Cinematographic Camera Diffusion Model Hongda Jiang Xi Wang Marc Christie Libin Liu Baoquan Chen DiffM VGen 91 9 0 25 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 84 4 0 24 Feb 2024
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales Shuren Qi Yushu Zhang Chao Wang Zhihua Xia Xiaochun Cao Jian Weng 65 1 0 23 Feb 2024