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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
Diffusion-Reinforcement Learning Hierarchical Motion Planning in Multi-agent Adversarial Games Zixuan Wu Sean Ye Manisha Natarajan Matthew C. Gombolay 152 6 0 16 Mar 2024
Giving a Hand to Diffusion Models: a Two-Stage Approach to Improving Conditional Human Image Generation Anton Pelykh Ozge Mercanoglu Richard Bowden DiffM 69 8 0 15 Mar 2024
Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint Haoyue Tang Tian Xie Aosong Feng Hanyu Wang Chenyang Zhang Yang Bai DiffM 99 2 0 15 Mar 2024
E4C: Enhance Editability for Text-Based Image Editing by Harnessing Efficient CLIP Guidance Tianrui Huang Pu Cao Lu Yang Chun Liu Mengjie Hu Zhiwei Liu Qing-Huang Song DiffM 86 0 0 15 Mar 2024
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model Tao Wu Xuewei Li Zhongang Qi Di Hu Xintao Wang Ying Shan Xi Li 93 7 0 15 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 188 6 0 15 Mar 2024
Score-Guided Diffusion for 3D Human Recovery Anastasis Stathopoulos Ligong Han Dimitris N. Metaxas 102 22 0 14 Mar 2024
Cooling-Guide Diffusion Model for Battery Cell Arrangement Nicholas Sung Liu Zheng Pingfeng Wang Faez Ahmed DiffM 49 2 0 14 Mar 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 77 5 0 14 Mar 2024
Mitigating attribute amplification in counterfactual image generation Tian Xia Mélanie Roschewitz Fabio De Sousa Ribeiro Charles Jones Ben Glocker CML MedIm 85 5 0 14 Mar 2024
Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon Tianshuo Xu Peng Mi Ruilin Wang Yingcong Chen DiffM 164 6 0 14 Mar 2024
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction Hanyu Chen Zhixiu Hao Lin Guo Liying Xiao 73 1 0 14 Mar 2024
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images R. Jewsbury Ruoyu Wang A. Bhalerao Nasir M. Rajpoot Q. Vu 104 2 0 14 Mar 2024
XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model Anees Ur Rehman Hashmi Ibrahim Almakky Mohammad Areeb Qazi Santosh Sanjeev Vijay Ram Papineni Dwarikanath Mahapatra Mohammad Yaqub MedIm 105 6 0 14 Mar 2024
Intention-aware Denoising Diffusion Model for Trajectory Prediction Chen Liu Shibo He Haoyu Liu Jiming Chen DiffM 107 10 0 14 Mar 2024
Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts Byeongjun Park Hyojun Go Jin-Young Kim Sangmin Woo Seokil Ham Changick Kim DiffM MoE 113 13 0 14 Mar 2024
Desigen: A Pipeline for Controllable Design Template Generation Haohan Weng Danqing Huang Yu Qiao Zheng Hu Chin-Yew Lin Tong Zhang Chong Chen DiffM 74 17 0 14 Mar 2024
UniCode: Learning a Unified Codebook for Multimodal Large Language Models Sipeng Zheng Bohan Zhou Yicheng Feng Ye Wang Zongqing Lu VLM MLLM 86 9 0 14 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 160 7 0 14 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images Giuseppe Cartella Vittorio Cuculo Marcella Cornia Rita Cucchiara DiffM 143 5 0 13 Mar 2024
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis Enric Corona Andrei Zanfir Eduard Gabriel Bazavan Nikos Kolotouros Thiemo Alldieck C. Sminchisescu VGen DiffM 107 32 0 13 Mar 2024
GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing Jing Wu Jiawang Bian Xinghui Li Guangrun Wang Ian D Reid Philip Torr V. Prisacariu 3DGS 98 42 0 13 Mar 2024
HAIFIT: Human-Centered AI for Fashion Image Translation Jianan Jiang Xinglin Li Weiren Yu Di Wu DiffM 82 0 0 13 Mar 2024
ActionDiffusion: An Action-aware Diffusion Model for Procedure Planning in Instructional Videos Lei Shi Paul-Christian Bürkner Andreas Bulling DiffM VGen 85 4 0 13 Mar 2024
Model Will Tell: Training Membership Inference for Diffusion Models Xiaomeng Fu Xi Wang Qiao Li Jin Liu Jiao Dai Jizhong Han 116 5 0 13 Mar 2024
An Analysis of Human Alignment of Latent Diffusion Models Lorenz Linhardt Marco Morik Sidney Bender Naima Elosegui Borras DiffM 93 3 0 13 Mar 2024
Better Fit: Accommodate Variations in Clothing Types for Virtual Try-on Xuanpu Zhang Dan Song Pengxin Zhan Qingguo Chen Kuilong Liu Anan Liu OOD 74 3 0 13 Mar 2024
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification Shuhan Li Yi Lin Hao Chen Kwang-Ting Cheng 88 3 0 13 Mar 2024
Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models Pengze Zhang Hubery Yin Chen Li Xiaohua Xie 113 9 0 13 Mar 2024
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment Paraskevas Pegios Manxi Lin Nina Weng M. B. S. Svendsen Zahra Bashir Siavash Bigdeli Anders Christensen M. Tolsgaard Aasa Feragen MedIm 139 7 0 13 Mar 2024
Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation Shihao Zhao Shaozhe Hao Bojia Zi Huaizhe Xu Kwan-Yee K. Wong DiffM VLM 116 9 0 12 Mar 2024
MPCPA: Multi-Center Privacy Computing with Predictions Aggregation based on Denoising Diffusion Probabilistic Model Guibo Luo Hanwen Zhang Xiuling Wang Mingzhi Chen Yuesheng Zhu DiffM 72 1 0 12 Mar 2024
SemCity: Semantic Scene Generation with Triplane Diffusion Jumin Lee Sebin Lee Changho Jo Woobin Im Juhyeong Seon Sung-eui Yoon DiffM 95 21 0 12 Mar 2024
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces Yuta Oshima Shohei Taniguchi Masahiro Suzuki Yutaka Matsuo 114 6 0 12 Mar 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 108 9 0 12 Mar 2024
D4D: An RGBD diffusion model to boost monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 73 4 0 12 Mar 2024
Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM Zeyu Zhang Akide Liu Ian Reid Richard Hartley Bohan Zhuang Hao Tang Mamba 128 71 0 12 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 128 38 0 12 Mar 2024
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models Subhadeep Koley A. Bhunia Deeptanshu Sekhri Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song DiffM 90 16 0 12 Mar 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song DiffM 100 7 0 12 Mar 2024
Visual Privacy Auditing with Diffusion Models Kristian Schwethelm Johannes Kaiser Moritz Knolle Daniel Rueckert Daniel Rueckert Alexander Ziller DiffM AAML 103 0 0 12 Mar 2024
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations Tianhao Qi Shancheng Fang Yanze Wu Hongtao Xie Jiawei Liu Lang Chen Qian He Yongdong Zhang DiffM 81 43 0 11 Mar 2024
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation Guosheng Zhao Xiaofeng Wang Zheng Zhu Xinze Chen Guan Huang Xiaoyi Bao Xingang Wang VGen 72 80 0 11 Mar 2024
Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection Chuangchuang Tan Ping Liu Renshuai Tao Huan Liu Yao-Min Zhao Baoyuan Wu Yunchao Wei 70 10 0 11 Mar 2024
Distribution-Aware Data Expansion with Diffusion Models Haowei Zhu Ling Yang Jun-Hai Yong Hongzhi Yin Jiawei Jiang Meng Xiao Wentao Zhang Bin Wang 79 4 0 11 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 83 33 0 11 Mar 2024
When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents Weixia Zhang Dingquan Li Guangtao Zhai Xiaokang Yang Kede Ma 74 1 0 11 Mar 2024
Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models Yang Zhang Teoh Tze Tzun Lim Wei Hern Tiviatis Sim Kenji Kawaguchi DiffM 73 9 0 11 Mar 2024
Style2Talker: High-Resolution Talking Head Generation with Emotion Style and Art Style Shuai Tan Bin Ji Ye Pan 88 21 0 11 Mar 2024
Video Generation with Consistency Tuning Chaoyi Wang Yaozhe Song Yafeng Zhang Jun Pei Lijie Xia Jianpo Liu 47 1 0 11 Mar 2024