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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,136 papers shown

Title
CutDiffusion: A Simple, Fast, Cheap, and Strong Diffusion Extrapolation Method Mingbao Lin Zhihang Lin Wengyi Zhan Liujuan Cao Rongrong Ji 97 8 0 23 Apr 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models Jingyao Xu Yuetong Lu Yandong Li Siyang Lu Dongdong Wang Xiang Wei AAML DiffM 87 11 0 23 Apr 2024
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model Yuanshao Zhu James Jianqiao Yu Xiangyu Zhao Qidong Liu Yongchao Ye Wei Chen Zijian Zhang Xuetao Wei Yuxuan Liang 123 27 0 23 Apr 2024
Music Style Transfer With Diffusion Model Hong Huang Yuyi Wang Luyao Li Jun Lin DiffM 62 0 0 23 Apr 2024
Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion Hongyu Chen Yi-Meng Gao Min Zhou Peng Wang Xubin Li Tiezheng Ge Bo Zheng DiffM 77 5 0 23 Apr 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective Yingqing Guo Hui Yuan Yukang Yang Minshuo Chen Mengdi Wang 96 25 0 23 Apr 2024
The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking Yuying Li Zeyan Liu Junyi Zhao Liangqin Ren Fengjun Li Jiebo Luo Bo Luo 144 1 0 22 Apr 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 104 37 0 22 Apr 2024
AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images Jonas Ricker Dennis Assenmacher Thorsten Holz Asja Fischer Erwin Quiring 89 10 0 22 Apr 2024
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity Yukui Hou Jin-Duk Park Won-Yong Shin 103 13 0 22 Apr 2024
ControlMol: Adding Substruture Control To Molecule Diffusion Models Zhengyang Qi Zijing Liu Jiying Zhang He Cao Yu-Feng Li 78 2 0 22 Apr 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 130 39 0 22 Apr 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 105 7 0 22 Apr 2024
Gorgeous: Create Your Desired Character Facial Makeup from Any Ideas Jia Wei Sii Chee Seng Chan DiffM 107 0 0 22 Apr 2024
Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion Dohoon Lee Jaehyun Park Hyunwoo J. Kim Kyogu Lee 76 0 0 22 Apr 2024
Universal Fingerprint Generation: Controllable Diffusion Model with Multimodal Conditions Steven A. Grosz Anil K. Jain 105 3 0 21 Apr 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 91 5 0 21 Apr 2024
Zero-shot High-fidelity and Pose-controllable Character Animation Bingwen Zhu Fanyi Wang Tianyi Lu Peng Liu Jingwen Su Yu Lei Yanhao Zhang Zuxuan Wu Guo-Jun Qi Yu-Gang Jiang DiffM VGen 109 6 0 21 Apr 2024
LTOS: Layout-controllable Text-Object Synthesis via Adaptive Cross-attention Fusions Xiaoran Zhao Tianhao Wu Yu Lai Zhiliang Tian Zhen Huang Yahui Liu Zejiang He Dongsheng Li DiffM 127 1 0 21 Apr 2024
Motion-aware Latent Diffusion Models for Video Frame Interpolation Zhilin Huang Yijie Yu Ling Yang C. Qin Bing Zheng Xiawu Zheng Zikun Zhou Yaowei Wang Wenming Yang VGen DiffM 91 9 0 21 Apr 2024
Reliable Model Watermarking: Defending Against Theft without Compromising on Evasion Markus Frey Sichu Liang Wentao Hu Matthias Nau Ju Jia Shilin Wang AAML 95 4 0 21 Apr 2024
LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation Haoyu Zheng Wenqiao Zhang Yaoke Wang Hao Zhou Jiang Liu Juncheng Li Zheqi Lv Siliang Tang Yueting Zhuang Yueting Zhuang 142 2 0 21 Apr 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 113 4 0 20 Apr 2024
FilterPrompt: Guiding Image Transfer in Diffusion Models Xi Wang Yichen Peng Heng Fang Haoran Xie Xi Yang Chuntao Li DiffM 84 0 0 20 Apr 2024
RadRotator: 3D Rotation of Radiographs with Diffusion Models Pouria Rouzrokh Bardia Khosravi S. Faghani K. Mulford M. Taunton Bradley J. Erickson C. Wyles MedIm DiffM 39 1 0 19 Apr 2024
Cross-modal Diffusion Modelling for Super-resolved Spatial Transcriptomics Xiaofei Wang Xingxu Huang Stephen J. Price Chao Li 113 3 0 19 Apr 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 208 3 0 19 Apr 2024
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images Santosh Li Lin Irene Amerini Xin Eric Wang Shu Hu 109 11 0 19 Apr 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing Teng-Fang Hsiao Bo-Kai Ruan Hong-Han Shuai 75 2 0 19 Apr 2024
Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models Georges Le Bellier Nicolas Audebert 80 8 0 19 Apr 2024
Rethinking Clothes Changing Person ReID: Conflicts, Synthesis, and Optimization Junjie Li Guanshuo Wang Fufu Yu Yichao Yan Qiong Jia Shouhong Ding Xingdong Sheng Yunhui Liu Xiaokang Yang 69 1 0 19 Apr 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 143 16 0 19 Apr 2024
GenVideo: One-shot Target-image and Shape Aware Video Editing using T2I Diffusion Models Sai Sree Harsha Ambareesh Revanur Dhwanit Agarwal Shradha Agrawal VGen DiffM 68 4 0 18 Apr 2024
Lazy Diffusion Transformer for Interactive Image Editing Yotam Nitzan Zongze Wu Richard Zhang Eli Shechtman Daniel Cohen-Or Taesung Park Michael Gharbi 90 11 0 18 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 94 5 0 18 Apr 2024
Guided Discrete Diffusion for Electronic Health Record Generation Jun Han Zixiang Chen Yongqian Li Yiwen Kou Eran Halperin Robert E. Tillman Quanquan Gu MedIm DiffM 98 7 0 18 Apr 2024
Sketch-guided Image Inpainting with Partial Discrete Diffusion Process Nakul Sharma Aditay Tripathi Anirban Chakraborty Anand Mishra DiffM 95 3 0 18 Apr 2024
EdgeFusion: On-Device Text-to-Image Generation Thibault Castells Hyoung-Kyu Song Tairen Piao Shinkook Choi Bo-Kyeong Kim Hanyoung Yim Changgwun Lee Jae Gon Kim Tae-Ho Kim VLM 77 6 0 18 Apr 2024
FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models Wei Wu Qingnan Fan Shuai Qin Hong Gu Ruoyu Zhao Antoni B. Chan DiffM 74 2 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 160 7 0 18 Apr 2024
Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning Muheng Li Xia Li S. Safai D. Weber A. Lomax Ye Zhang DiffM MedIm 67 3 0 17 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 161 16 0 17 Apr 2024
Prompt Optimizer of Text-to-Image Diffusion Models for Abstract Concept Understanding Zezhong Fan Xiaohan Li Chenhao Fang Topojoy Biswas Kaushiki Nag Jianpeng Xu Kannan Achan EGVM 77 5 0 17 Apr 2024
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation Kuan-Chieh Wang Daniil Ostashev Yuwei Fang Sergey Tulyakov Kfir Aberman 90 25 0 17 Apr 2024
Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt Zhanjie Zhang Quanwei Zhang Huaizhong Lin Wei Xing Juncheng Mo ... Guangyuan Li Junsheng Luan Lei Zhao Dalong Zhang Lixia Chen DiffM 114 14 0 17 Apr 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 92 8 0 17 Apr 2024
TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing Sherry X. Chen Yaron Vaxman Elad Ben Baruch David Asulin Aviad Moreshet Kuo-Chin Lien Misha Sra Pradeep Sen 73 4 0 17 Apr 2024
FairSSD: Understanding Bias in Synthetic Speech Detectors Amit Kumar Singh Yadav Kratika Bhagtani Davide Salvi Paolo Bestagini Edward J.Delp 74 5 0 17 Apr 2024
LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models Dingkun Zhang Sijia Li Chen Chen Qingsong Xie H. Lu 129 29 0 17 Apr 2024
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Jinmei Liu Wenbin Li Xiangyu Yue Shilin Zhang Chunlin Chen Zhi Wang OffRL DiffM 88 6 0 16 Apr 2024