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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
GALA: Generating Animatable Layered Assets from a Single Scan Taeksoo Kim Byungjun Kim Shunsuke Saito Hanbyul Joo 3DH 100 13 0 23 Jan 2024
Lumiere: A Space-Time Diffusion Model for Video Generation Omer Bar-Tal Hila Chefer Omer Tov Charles Herrmann Roni Paiss ... T. Michaeli Oliver Wang Deqing Sun Tali Dekel Inbar Mosseri VGen 220 259 0 23 Jan 2024
ToDA: Target-oriented Diffusion Attacker against Recommendation System Xiaohao Liu Zhulin Tao Ting Jiang He Chang Yunshan Ma Yinwei Wei Xianglin Huang DiffM AAML 104 4 0 23 Jan 2024
CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data Chandrakanth Gudavalli E. Rosten L. Nataraj S. Chandrasekaran B. S. Manjunath DiffM 53 0 0 23 Jan 2024
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations Dogyun Park S. Kim Sojin Lee Hyunwoo J. Kim DiffM 102 8 0 23 Jan 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 166 5 0 23 Jan 2024
DITTO: Diffusion Inference-Time T-Optimization for Music Generation Cheng-i Wang Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan DiffM 122 41 0 22 Jan 2024
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models Koichi Namekata Amirmojtaba Sabour Sanja Fidler Seung Wook Kim 126 22 0 22 Jan 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Tengjiao Wang CoGe DiffM 136 137 0 22 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 248 64 0 22 Jan 2024
Text-to-Image Cross-Modal Generation: A Systematic Review Maciej Żelaszczyk Jacek Mańdziuk 105 4 0 21 Jan 2024
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers Katherine Crowson Stefan Andreas Baumann Alex Birch Tanishq Mathew Abraham Daniel Z. Kaplan Enrico Shippole 101 55 0 21 Jan 2024
Exploring Diffusion Time-steps for Unsupervised Representation Learning Zhongqi Yue Jiankun Wang Qianru Sun Lei Ji E. Chang Hanwang Zhang DiffM 112 24 0 21 Jan 2024
Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient Weiguo Lu Xuan Wu Deng Ding Jinqiao Duan Jirong Zhuang Gangnan Yuan DiffM VLM 132 0 0 20 Jan 2024
MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation Nhat M. Hoang Kehong Gong Chuan Guo Michael Bi Mi DiffM 74 8 0 20 Jan 2024
UltrAvatar: A Realistic Animatable 3D Avatar Diffusion Model with Authenticity Guided Textures Mingyuan Zhou Rakib Hyder Ziwei Xuan Guojun Qi 70 6 0 20 Jan 2024
Make-A-Shape: a Ten-Million-scale 3D Shape Model Ka-Hei Hui Aditya Sanghi Arianna Rampini Kamal Rahimi Malekshan Zhengzhe Liu Hooman Shayani Chi-Wing Fu DiffM 131 18 0 20 Jan 2024
Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion Zuoyue Li Zhenqiang Li Zhaopeng Cui Marc Pollefeys Martin R. Oswald 101 16 0 19 Jan 2024
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model Yinan Zheng Jianxiong Li Dongjie Yu Yujie Yang Shengbo Eben Li Xianyuan Zhan Jingjing Liu OffRL 114 31 0 19 Jan 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Chao Zhang Pin-Yu Chen Ensiong Chng 102 25 0 19 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 128 11 0 18 Jan 2024
Motion-Zero: Zero-Shot Moving Object Control Framework for Diffusion-Based Video Generation Changgu Chen Junwei Shu Lianggangxu Chen Gaoqi He Changbo Wang VGen 103 16 0 18 Jan 2024
Wavelet-Guided Acceleration of Text Inversion in Diffusion-Based Image Editing Gwanhyeong Koo Sunjae Yoon Changdong Yoo DiffM 73 7 0 18 Jan 2024
Image Translation as Diffusion Visual Programmers Cheng Han James Liang Qifan Wang Majid Rabbani S. Dianat Raghuveer M. Rao Ying Nian Wu Dongfang Liu 79 8 0 18 Jan 2024
Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery Jia Jia Geunho Lee Zhibo Wang Zhi Lyu Yuchu He DiffM 93 8 0 17 Jan 2024
UniVG: Towards UNIfied-modal Video Generation Ludan Ruan Lei Tian Chuanwei Huang Xu Zhang Xinyan Xiao VGen DiffM 89 3 0 17 Jan 2024
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior Zike Wu Pan Zhou Xuanyu Yi Xiaoding Yuan Hanwang Zhang DiffM 97 41 0 17 Jan 2024
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis Jonghyun Lee Hansam Cho Youngjoon Yoo Seoung Bum Kim Yonghyun Jeong DiffM 53 7 0 17 Jan 2024
Data Attribution for Diffusion Models: Timestep-induced Bias in Influence Estimation Tong Xie Haoyu Li Andrew Bai Cho-Jui Hsieh TDI 114 4 0 17 Jan 2024
Generalized Face Liveness Detection via De-spoofing Face Generator Xingming Long Shiguang Shan Jie Zhang CVBM 92 0 0 17 Jan 2024
A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model Hao Yang Jianxin Yuan Shuai Yang Linhe Xu Shuo Yuan Yifan Zeng 81 11 0 17 Jan 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya Zhang 101 18 0 17 Jan 2024
Efficient generative adversarial networks using linear additive-attention Transformers Emilio Morales-Juarez Gibran Fuentes Pineda 113 3 0 17 Jan 2024
WAVES: Benchmarking the Robustness of Image Watermarks Bang An Mucong Ding Tahseen Rabbani Aakriti Agrawal Yuancheng Xu ... Sicheng Zhu Abdirisak Mohamed Yuxin Wen Tom Goldstein Furong Huang 155 50 0 16 Jan 2024
RoHM: Robust Human Motion Reconstruction via Diffusion Siwei Zhang Bharat Lal Bhatnagar Yuanlu Xu Alexander Winkler Petr Kadlecek Siyu Tang Federica Bogo DiffM 158 17 0 16 Jan 2024
Fixed Point Diffusion Models Xingjian Bai Luke Melas-Kyriazi 73 3 0 16 Jan 2024
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers Nanye Ma Mark Goldstein M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden Saining Xie DiffM 158 214 0 16 Jan 2024
Instilling Multi-round Thinking to Text-guided Image Generation Lidong Zeng Zhedong Zheng Yinwei Wei Tat-Seng Chua 113 5 0 16 Jan 2024
Modeling Spoof Noise by De-spoofing Diffusion and its Application in Face Anti-spoofing Bin Zhang Xiangyu Zhu Xiaoyu Zhang Zhen Lei DiffM 75 2 0 16 Jan 2024
Multi-scale 2D Temporal Map Diffusion Models for Natural Language Video Localization Chongzhi Zhang Mingyuan Zhang Zhiyang Teng Jiayi Li Xizhou Zhu Lewei Lu Ziwei Liu Aixin Sun DiffM VGen 63 0 0 16 Jan 2024
Key-point Guided Deformable Image Manipulation Using Diffusion Model SeokHwan Oh Gui-Jae Jung Myeong-Gee Kim Sang-Yun Kim Youngmin Kim Hyeon-jik Lee Hyuksool Kwon Hyeon-Min Bae DiffM 85 0 0 16 Jan 2024
ED-TTS: Multi-Scale Emotion Modeling using Cross-Domain Emotion Diarization for Emotional Speech Synthesis Haobin Tang Xulong Zhang Ning Cheng Jing Xiao Jianzong Wang 77 16 0 16 Jan 2024
SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting Lequan Lin Dai Shi Andi Han Junbin Gao DiffM AI4TS 76 5 0 16 Jan 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 175 20 0 16 Jan 2024
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models Namjoon Suh Guang Cheng MedIm 109 14 0 14 Jan 2024
Quantum Denoising Diffusion Models Michael Kolle Gerhard Stenzel Jonas Stein Sebastian Zielinski Bjorn Ommer Claudia Linnhoff-Popien DiffM 42 7 0 13 Jan 2024
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Zhili Sun Haozhen Situ 80 3 0 13 Jan 2024
Adversarial Examples are Misaligned in Diffusion Model Manifolds P. Lorenz Ricard Durall Jansi Keuper DiffM 160 1 0 12 Jan 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking Wei Cao Chang Luo Biao Zhang Matthias Nießner Jiapeng Tang DiffM 114 13 0 12 Jan 2024
Frequency-Time Diffusion with Neural Cellular Automata John Kalkhof Arlene Kühn Yannik Frisch Anirban Mukhopadhyay DiffM 75 4 0 11 Jan 2024