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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
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling Huangjie Zheng Zhendong Wang Jianbo Yuan Guanghan Ning Pengcheng He Quanzeng You Hongxia Yang Mingyuan Zhou 84 12 0 10 Oct 2023
Boosting Continuous Control with Consistency Policy Yuhui Chen Haoran Li Dongbin Zhao OffRL 93 27 0 10 Oct 2023
Improving Compositional Text-to-image Generation with Large Vision-Language Models Song Wen Guian Fang Renrui Zhang Peng Gao Hao Dong Dimitris N. Metaxas 89 18 0 10 Oct 2023
Evolution of Natural Language Processing Technology: Not Just Language Processing Towards General Purpose AI Masahiro Yamamoto 61 1 0 10 Oct 2023
Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni Tim August B. Huygelen Akashaditya Das Guoxuan Xia Guy-Bart Stan Yiren Zhao 76 11 0 09 Oct 2023
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing Yuren Cong Mengmeng Xu Christian Simon Shoufa Chen Jiawei Ren Yanping Xie Juan-Manuel Perez-Rua Bodo Rosenhahn Tao Xiang Sen He DiffM VGen 125 87 0 09 Oct 2023
Implicit Concept Removal of Diffusion Models Zhili Liu Kai Chen Yifan Zhang Jianhua Han Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung James T. Kwok 74 14 0 09 Oct 2023
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation Lijun Yu José Lezama N. B. Gundavarapu Luca Versari Kihyuk Sohn ... Boqing Gong Ming-Hsuan Yang Irfan Essa David A. Ross Lu Jiang 182 325 0 09 Oct 2023
Perceptual Artifacts Localization for Image Synthesis Tasks Lingzhi Zhang Zhengjie Xu Connelly Barnes Yuqian Zhou Qing Liu He Zhang Sohrab Amirghodsi Zhe Lin Eli Shechtman Jianbo Shi DiffM 87 27 0 09 Oct 2023
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers Shiyue Cao Yueqin Yin Lianghua Huang Yu Liu Xin Zhao Deli Zhao Kaiqi Huang ViT 100 19 0 09 Oct 2023
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts Bo-Wen Zeng Shanglin Li Yutang Feng Ling Yang Hong Li ... Conghui He Wentao Zhang Jianzhuang Liu Baochang Zhang Shuicheng Yan DiffM 97 2 0 09 Oct 2023
DiffCPS: Diffusion Model based Constrained Policy Search for Offline Reinforcement Learning Longxiang He Li Shen Linrui Zhang Junbo Tan Xueqian Wang OffRL 88 12 0 09 Oct 2023
Image Compression and Decompression Framework Based on Latent Diffusion Model for Breast Mammography Inchan Hwang MinJae Woo MedIm 52 1 0 08 Oct 2023
The Emergence of Reproducibility and Generalizability in Diffusion Models Huijie Zhang Jinfan Zhou Yifu Lu Minzhe Guo Peng Wang Liyue Shen Qing Qu DiffM 85 4 0 08 Oct 2023
On Accelerating Diffusion-based Molecular Conformation Generation in SE(3)-invariant Space Zihan Zhou Ruiying Liu Tianshu Yu DiffM 77 0 0 07 Oct 2023
VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model Yayun He Zuheng Kang Jianzong Wang Junqing Peng Jing Xiao DiffM 58 2 0 07 Oct 2023
VI-Diff: Unpaired Visible-Infrared Translation Diffusion Model for Single Modality Labeled Visible-Infrared Person Re-identification Han Huang Yan Huang Liang Wang 82 11 0 06 Oct 2023
Observation-Guided Diffusion Probabilistic Models Junoh Kang Jinyoung Choi Sungik Choi Bohyung Han 56 1 0 06 Oct 2023
Assessing Robustness via Score-Based Adversarial Image Generation Marcel Kollovieh Lukas Gosch Yan Scholten Marten Lienen Leo Schwinn Stephan Günnemann DiffM 138 6 0 06 Oct 2023
Diffusion Models as Masked Audio-Video Learners Elvis Nunez Yanzi Jin Mohammad Rastegari Sachin Mehta Maxwell Horton 53 2 0 05 Oct 2023
Aligning Text-to-Image Diffusion Models with Reward Backpropagation Mihir Prabhudesai Anirudh Goyal Deepak Pathak Katerina Fragkiadaki 146 133 0 05 Oct 2023
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency Tianhong Li Sangnie Bhardwaj Yonglong Tian Han Zhang Jarred Barber Dina Katabi Guillaume Lajoie Huiwen Chang Dilip Krishnan VLM 102 5 0 05 Oct 2023
Stochastic interpolants with data-dependent couplings M. S. Albergo Mark Goldstein Nicholas M. Boffi Rajesh Ranganath Eric Vanden-Eijnden OT 109 34 0 05 Oct 2023
Multimarginal generative modeling with stochastic interpolants M. S. Albergo Nicholas M. Boffi Michael Lindsey Eric Vanden-Eijnden 113 10 0 05 Oct 2023
Certification of Deep Learning Models for Medical Image Segmentation Othmane Laousy Alexandre Araujo G. Chassagnon Nikos Paragios M. Revel Maria Vakalopoulou MedIm 86 2 0 05 Oct 2023
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion Anton Razzhigaev Arseniy Shakhmatov Anastasia Maltseva V.Ya. Arkhipkin Igor Pavlov Ilya Ryabov Angelina Kuts Alexander Panchenko Andrey Kuznetsov Denis Dimitrov 121 82 0 05 Oct 2023
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators Haiping Wang Yuan Liu Bing Wang Yujing Sun Zhenchao Dong Wenping Wang Bisheng Yang DiffM 88 12 0 05 Oct 2023
Realistic Speech-to-Face Generation with Speech-Conditioned Latent Diffusion Model with Face Prior Jinting Wang Li Liu Jun Wang Hei Victor Cheng DiffM 61 2 0 05 Oct 2023
Denoising Diffusion Step-aware Models Shuai Yang Yukang Chen Luozhou Wang Shu Liu Ying-Cong Chen DiffM 145 17 0 05 Oct 2023
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models Yefei He Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 162 51 0 05 Oct 2023
Blind CT Image Quality Assessment Using DDPM-derived Content and Transformer-based Evaluator Yongyi Shi Wenjun Xia Ge Wang X. Mou DiffM 58 2 0 04 Oct 2023
Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models Jianglong Ye Peng Wang Kejie Li Yichun Shi Heng Wang DiffM 92 76 0 04 Oct 2023
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day Yi Ding Hao Tang Jen-Hao Rick Chang Liangchen Song Zhangyang Wang Liangliang Cao DiffM 108 11 0 04 Oct 2023
Fast, Expressive SE $(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space Erik J. Bekkers Sharvaree P. Vadgama Rob D. Hesselink P. A. V. D. Linden David W. Romero 67 30 0 04 Oct 2023
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models Si-hang Yang Lu Zhang Liqian Ma Yu Liu JingJing Fu You He DiffM 55 13 0 04 Oct 2023
FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models Yingqian Cui Jie Ren Yuping Lin Han Xu Pengfei He Yue Xing Lingjuan Lyu Wenqi Fan Hui Liu Jiliang Tang WIGM 113 12 0 03 Oct 2023
Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models Huaijin Pi Sida Peng Minghui Yang Xiaowei Zhou Hujun Bao DiffM 114 36 0 03 Oct 2023
MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens Kaizhi Zheng Xuehai He Xin Eric Wang MLLM 137 99 0 03 Oct 2023
Generalized Schrödinger Bridge Matching Guan-Horng Liu Y. Lipman Maximilian Nickel Brian Karrer Evangelos A. Theodorou Ricky T. Q. Chen DiffM 100 19 0 03 Oct 2023
Predicated Diffusion: Predicate Logic-Based Attention Guidance for Text-to-Image Diffusion Models Kota Sueyoshi Takashi Matsubara DiffM 110 8 0 03 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 111 20 0 03 Oct 2023
Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xu Ju Ailing Zeng Hao Wang Shaoteng Liu Qiang Xu DiffM 133 78 0 02 Oct 2023
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei M. Delbracio Hossein Talebi Zhengzhong Tu Vishal M. Patel P. Milanfar VLM DiffM 112 15 0 02 Oct 2023
Sequential Data Generation with Groupwise Diffusion Process Sangyun Lee Gayoung Lee Hyunsung Kim Junho Kim Youngjung Uh DiffM 126 4 0 02 Oct 2023
DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation Roi Benita Michael Elad Joseph Keshet DiffM 121 8 0 02 Oct 2023
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks Meng Zhou Matthias W. Wagner U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati MedIm 117 5 0 02 Oct 2023
Mirror Diffusion Models for Constrained and Watermarked Generation Guan-Horng Liu T. Chen Evangelos A. Theodorou Molei Tao DiffM 79 23 0 02 Oct 2023
Prompt-tuning latent diffusion models for inverse problems Hyungjin Chung Jong Chul Ye P. Milanfar M. Delbracio DiffM 114 44 0 02 Oct 2023
Completing Visual Objects via Bridging Generation and Segmentation Xiang Li Yinpeng Chen Chung-Ching Lin Hao Chen Kai Hu Rita Singh Bhiksha Raj Lijuan Wang Zicheng Liu DiffM 110 3 0 01 Oct 2023
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion Dongjun Kim Chieh-Hsin Lai Wei-Hsiang Liao Naoki Murata Yuhta Takida Toshimitsu Uesaka Yutong He Yuki Mitsufuji Stefano Ermon DiffM 156 197 0 01 Oct 2023