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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

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Title
FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting Guidance Yinglong Li Hongyu Wu Xiaogang Wang Qingzhao Qin Yijiao Zhao Yong wang Aimin Hao 3DH 88 0 0 04 Jun 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 126 6 0 04 Jun 2024
Plug-and-Play Diffusion Distillation Yi-Ting Hsiao Siavash Khodadadeh Kevin Duarte Wei-An Lin Hui Qu Mingi Kwon Ratheesh Kalarot 118 9 0 04 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Shubham Sharma Saumitra Mishra Yuying Xie Jiliang Tang 79 3 0 04 Jun 2024
Diffusion Boosted Trees Xizewen Han Mingyuan Zhou AI4CE 124 0 0 03 Jun 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 122 44 0 03 Jun 2024
DiffUHaul: A Training-Free Method for Object Dragging in Images Omri Avrahami Rinon Gal Gal Chechik Ohad Fried Dani Lischinski Arash Vahdat Weili Nie 108 15 0 03 Jun 2024
Segmentation-Free Guidance for Text-to-Image Diffusion Models K. Azarian Debasmit Das Qiqi Hou Fatih Porikli VLM 92 0 0 03 Jun 2024
ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models Thanh-Dat Truong Xin Li Bhiksha Raj Jackson Cothren Khoa Luu DiffM VLM 108 1 0 03 Jun 2024
TAGMol: Target-Aware Gradient-guided Molecule Generation Vineeth Dorna Subhalingam D Keshav Kolluru Shreshth Tuli Mrityunjay Singh Saurabh Singal N. M. A. Krishnan Sayan Ranu 128 3 0 03 Jun 2024
CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations Franz Motzkus Christian Hellert Ute Schmid DiffM 98 3 0 03 Jun 2024
Differentially Private Fine-Tuning of Diffusion Models Yu-Lin Tsai Yizhe Li Zekai Chen Po-yu Chen Chia-Mu Yu Xuebin Ren Francois Buet-Golfouse 111 3 0 03 Jun 2024
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models Mengcheng Li Hongwen Zhang Yuxiang Zhang Ruizhi Shao Tao Yu Yebin Liu DiffM 124 7 0 03 Jun 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 113 19 0 03 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 131 44 0 03 Jun 2024
Virtual avatar generation models as world navigators Sai Mandava 54 0 0 03 Jun 2024
Constraint-Aware Diffusion Models for Trajectory Optimization Anjian Li Zihan Ding Adji Bousso Dieng Ryne T. Beeson 128 5 0 03 Jun 2024
Learning Temporally Consistent Video Depth from Video Diffusion Priors Jiahao Shao Yuanbo Yang Hongyu Zhou Youmin Zhang Yujun Shen Vitor Campagnolo Guizilini Yue Wang Matteo Poggi Yiyi Liao VGen DiffM MDE 137 43 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 165 44 0 03 Jun 2024
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection Yewon Lim Changyeon Lee Aerin Kim O. Etzioni DiffM 110 4 0 02 Jun 2024
Invisible Backdoor Attacks on Diffusion Models Sen Li Junchi Ma Minhao Cheng WIGM 111 13 0 02 Jun 2024
Covariance-Adaptive Sequential Black-box Optimization for Diffusion Targeted Generation Yueming Lyu Kim yong Tan Yew-Soon Ong Ivor W. Tsang DiffM 112 2 0 02 Jun 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting Jincheng Zhong Xingzhuo Guo Jiaxiang Dong Mingsheng Long DiffM 111 2 0 02 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment Dinghuai Zhang Yizhe Zhang Jiatao Gu Ruixiang Zhang J. Susskind Navdeep Jaitly Shuangfei Zhai EGVM 144 10 0 02 Jun 2024
Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models Cristiano Patrício C. Barbano Attilio Fiandrotti Riccardo Renzulli Marco Grangetto Luís F. Teixeira João C. Neves DiffM MedIm 102 0 0 02 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 145 5 0 01 Jun 2024
Improving Text Generation on Images with Synthetic Captions Jun Young Koh Sang Hyun Park Joy Song DiffM 147 2 0 01 Jun 2024
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection Luigi Capogrosso Federico Girella Francesco Taioli Michele Chiara Muhammad Aqeel Franco Fummi Francesco Setti Marco Cristani 74 5 0 01 Jun 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 83 2 0 01 Jun 2024
GenPalm: Contactless Palmprint Generation with Diffusion Models Steven A. Grosz Anil K. Jain 88 2 0 01 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 108 0 0 31 May 2024
Sifting through the Noise: A Survey of Diffusion Probabilistic Models and Their Applications to Biomolecules Trevor Norton Debswapna Bhattacharya MedIm DiffM 99 2 0 31 May 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model Zhengang Li Yan Kang Yuchen Liu Difan Liu Tobias Hinz Feng Liu Yanzhi Wang DiffM 80 1 0 31 May 2024
Unified Directly Denoising for Both Variance Preserving and Variance Exploding Diffusion Models Jingjing Wang Dan Zhang Feng Luo DiffM 74 0 0 31 May 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 195 32 0 31 May 2024
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities Maria F. Davila Sven Groen Fabian Panse Wolfram Wingerath LMTD 79 2 0 31 May 2024
Diffusion Models Are Innate One-Step Generators Bowen Zheng Tianming Yang DiffM VLM 84 14 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 65 1 0 31 May 2024
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification Han S. Lee Haeil Lee Helen Hong MedIm 82 2 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 182 0 0 31 May 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 132 5 0 30 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation Qi Zhang Guohua Geng Long-He Yan Pengbo Zhou Zhaodi Li Kang Li Qinglin Liu DiffM 120 1 0 30 May 2024
OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving Lening Wang Wenzhao Zheng Yilong Ren Han Jiang Zhiyong Cui Haiyang Yu Jiwen Lu VGen 107 37 0 30 May 2024
VividDream: Generating 3D Scene with Ambient Dynamics Yao-Chih Lee Yi-Ting Chen Andrew Wang Ting-Hsuan Liao Brandon Y. Feng Jia-Bin Huang VGen 82 12 0 30 May 2024
GECO: Generative Image-to-3D within a SECOnd Chen Wang Jiatao Gu Xiaoxiao Long Yuan Liu Lingjie Liu 89 5 0 30 May 2024
MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion Shuyuan Tu Qi Dai Zihao Zhang Sicheng Xie Zhi-Qi Cheng Chong Luo Xintong Han Zuxuan Wu Yu-Gang Jiang DiffM VGen 91 11 0 30 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 96 28 0 30 May 2024
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation Cheng-i Wang Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 126 13 0 30 May 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow Chaoyang Wang Xiangtai Li Lu Qi Henghui Ding Yunhai Tong Ming-Hsuan Yang DiffM 138 7 0 30 May 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 103 13 0 30 May 2024