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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,138 papers shown

Title
DiffuBox: Refining 3D Object Detection with Point Diffusion Xiangyu Chen Zhenzhen Liu Katie Z Luo Siddhartha Datta Adhitya Polavaram ... Marco Pavone Wei-Lun Chao Mark E. Campbell B. Hariharan Kilian Q. Weinberger 101 3 0 25 May 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers Junyi Wu Haoxuan Wang Yuzhang Shang Mubarak Shah Yan Yan MQ 120 24 0 25 May 2024
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups Yuchen Zhu Tianrong Chen Lingkai Kong Evangelos A. Theodorou Molei Tao DiffM 112 6 0 25 May 2024
Towards Black-Box Membership Inference Attack for Diffusion Models Jingwei Li Jingyi Dong Tianxing He Jingzhao Zhang 105 5 0 25 May 2024
Score Distillation via Reparametrized DDIM Artem Lukoianov Haitz Sáez de Ocáriz Borde Kristjan Greenewald Vitor Campagnolo Guizilini Timur M. Bagautdinov Vincent Sitzmann Justin Solomon DiffM 107 19 0 24 May 2024
FastDrag: Manipulate Anything in One Step Xuanjia Zhao Jian Guan Congyi Fan Dongli Xu Youtian Lin Haiwei Pan Pengming Feng DiffM 90 7 0 24 May 2024
FreeMotion: A Unified Framework for Number-free Text-to-Motion Synthesis Ke Fan Junshu Tang Weijian Cao Ran Yi Moran Li Jing-yu Gong Jiangning Zhang Yabiao Wang Chengjie Wang Lizhuang Ma 118 19 0 24 May 2024
Score-based generative models are provably robust: an uncertainty quantification perspective Nikiforos Mimikos-Stamatopoulos Benjamin J. Zhang Markos A. Katsoulakis DiffM 106 7 0 24 May 2024
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems Lorenzo Baldassari Ali Siahkoohi Josselin Garnier K. Sølna Maarten V. de Hoop DiffM 141 2 0 24 May 2024
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation Xiankang He Guangkai Xu Bo Zhang Hao Chen Ying Cui Dongyan Guo DiffM 118 7 0 24 May 2024
Semantic Aware Diffusion Inverse Tone Mapping Abhishek Goswami Aru Ranjan Singh Francesco Banterle Kurt Debattista Thomas Bashford-Rogers DiffM 82 3 0 24 May 2024
SoundLoCD: An Efficient Conditional Discrete Contrastive Latent Diffusion Model for Text-to-Sound Generation Xinlei Niu Jing Zhang Christian J. Walder Charles Patrick Martin 70 2 0 24 May 2024
SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance Guibao Shen Luozhou Wang Jiantao Lin Wenhang Ge Chaozhe Zhang ... Pengfei Wan Zhong-ming Wang Guangyong Chen Yijun Li Yingcong Chen 74 10 0 24 May 2024
ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks Zhangkai Wu Xuhui Fan Jin Li Zhilin Zhao Hui Chen LongBing Cao 87 2 0 24 May 2024
Blaze3DM: Marry Triplane Representation with Diffusion for 3D Medical Inverse Problem Solving Jia He Bonan li Ge Yang Ziwen Liu MedIm 82 3 0 24 May 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models Yimeng Zhang Xin Chen Jinghan Jia Yihua Zhang Chongyu Fan Jiancheng Liu Mingyi Hong Ke Ding Sijia Liu DiffM 133 68 0 24 May 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping Huang Jiulong Shan Huimin Ma Jian Yuan 97 6 0 24 May 2024
Diffusion Actor-Critic with Entropy Regulator Yinuo Wang Likun Wang Yuxuan Jiang Wenjun Zou Tong Liu ... Wenxuan Wang Liming Xiao Jiang Wu Jingliang Duan Shengbo Eben Li DiffM 142 17 0 24 May 2024
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer Meng You Zhiyu Zhu Hui Liu Junhui Hou VGen DiffM 114 25 0 24 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Hoang Trung-Dung Anji Liu Guy Van den Broeck Mathias Niepert DiffM 146 6 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 208 18 0 24 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 154 129 0 23 May 2024
Video Diffusion Models are Training-free Motion Interpreter and Controller Zeqi Xiao Yifan Zhou Shuai Yang Xingang Pan VGen 137 24 0 23 May 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation Hongxu Jiang Muhammad Imran Linhai Ma Teng Zhang Yuyin Zhou Muxua Liang Kuang Gong Wei Shao DiffM MedIm 83 17 0 23 May 2024
RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices Qiaoyi Chen Siyu Liu Kaihui Huang Xingbo Wang Xiaojuan Ma Junkai Zhu Zhenhui Peng 74 3 0 23 May 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing Ling Yang Bo-Wen Zeng Jiaming Liu Hong Li Minghao Xu Wentao Zhang Shuicheng Yan DiffM 86 16 0 23 May 2024
Metric Flow Matching for Smooth Interpolations on the Data Manifold Kacper Kapusniak Peter Potaptchik Teodora Reu Leo Zhang Alexander Tong Michael M. Bronstein A. Bose Francesco Di Giovanni 95 22 0 23 May 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance Zhicheng Sun Zhenhao Yang Yang Jin Haozhe Chi Kun Xu ... Hao Jiang Di Zhang Yang Song Kun Gai Yadong Mu 125 4 0 23 May 2024
Multistable Shape from Shading Emerges from Patch Diffusion Xinran Nicole Han T. Zickler Ko Nishino DiffM 83 3 0 23 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 171 9 0 23 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 118 3 0 23 May 2024
FreeTuner: Any Subject in Any Style with Training-free Diffusion Youcan Xu Zhen Wang Jun Xiao Wei Liu Long Chen DiffM 82 11 0 23 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models Zakaria Patel Kirill Serkh DiffM 78 3 0 23 May 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 124 3 0 23 May 2024
Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization Zexi Li Lingzhi Gao Chao Wu AI4CE DiffM 138 4 0 23 May 2024
Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising Mojtaba Bemana Thomas Leimkuhler K. Myszkowski Hans-Peter Seidel Tobias Ritschel DiffM 90 2 0 23 May 2024
Cascade of phase transitions in the training of Energy-based models Dimitrios Bachtis Giulio Biroli A. Decelle Beatriz Seoane 125 5 0 23 May 2024
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors Émile Pierret Bruno Galerne DiffM 102 3 0 23 May 2024
A Study of Posterior Stability for Time-Series Latent Diffusion Yangming Li M. Schaar 78 0 0 22 May 2024
FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition Ganggui Ding Canyu Zhao Wen Wang Zhen Yang Zide Liu Hao Chen Chunhua Shen DiffM 86 26 0 22 May 2024
Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Tarun Kalluri Jihyeon Janel Lee Kihyuk Sohn Sahil Singla Manmohan Chandraker Joseph Z. Xu Jeremiah Liu 133 1 0 22 May 2024
Learning Diffusion Priors from Observations by Expectation Maximization François Rozet Gérome Andry F. Lanusse Gilles Louppe DiffM 129 19 0 22 May 2024
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior Lorenzo Perini Maja R. Rudolph Sabrina Schmedding Chen Qiu 134 1 0 22 May 2024
Directly Denoising Diffusion Models Dan Zhang Jingjing Wang Feng Luo DiffM 110 2 0 22 May 2024
Generative AI: The power of the new education Sergio Altares-López J. Bengochea-Guevara Carlos Ranz Héctor Montes Ángela Ribeiro 75 0 0 22 May 2024
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation Weiting Tan Jingyu Zhang Lingfeng Shen Daniel Khashabi Philipp Koehn 84 0 0 22 May 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Arda C. Demirtas Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 165 17 0 22 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 219 7 0 22 May 2024
An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation Zhiyu Tan Mengping Yang Luozheng Qin Hao Yang Ye Qian Qiang-feng Zhou Cheng Zhang Hao Li 124 6 0 21 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 74 0 0 21 May 2024