Diffusion Probabilistic Modeling for Video Generation

16 March 2022

Papers citing "Diffusion Probabilistic Modeling for Video Generation"

50 / 195 papers shown

Title
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning Ming-Mu Kuo Shouvon Sarker Lijun Qian Yujian Fu Xiangfang Li Xishuang Dong AI4Ed 40 1 0 25 Apr 2024
Zero-shot High-fidelity and Pose-controllable Character Animation Bingwen Zhu Fanyi Wang Tianyi Lu Peng Liu Jingwen Su Jinxiu Liu Yanhao Zhang Zuxuan Wu Guo-Jun Qi Yu-Gang Jiang DiffM VGen 58 6 0 21 Apr 2024
Predicting Long-horizon Futures by Conditioning on Geometry and Time Tarasha Khurana Deva Ramanan AI4TS 55 0 0 17 Apr 2024
LidarDM: Generative LiDAR Simulation in a Generated World Vlas Zyrianov Henry Che Zhijian Liu Shenlong Wang VGen 41 20 0 03 Apr 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain Yurui Qian Qi Cai Yingwei Pan Yehao Li Ting Yao Qibin Sun Tao Mei DiffM 37 19 0 26 Mar 2024
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models Zhongwei Zhang Fuchen Long Yingwei Pan Zhaofan Qiu Ting Yao Yang Cao Tao Mei VGen 43 23 0 25 Mar 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 35 5 0 22 Mar 2024
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition Sihyun Yu Weili Nie De-An Huang Boyi Li Jinwoo Shin A. Anandkumar VGen DiffM 34 15 0 21 Mar 2024
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion Jingxi Chen Brandon Yushan Feng Haoming Cai Mingyang Xie Christopher A. Metzler Cornelia Fermuller Yiannis Aloimonos 35 4 0 20 Mar 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion Xiaoyu Wu Yang Hua Chumeng Liang Jiaru Zhang Hao Wang Tao Song Haibing Guan 45 5 0 17 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 63 6 0 14 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 40 14 0 11 Mar 2024
An Audio-textual Diffusion Model For Converting Speech Signals Into Ultrasound Tongue Imaging Data Yudong Yang Rongfeng Su Xiaokang Liu Nan Yan Lan Wang MedIm DiffM 21 1 0 09 Mar 2024
Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation Weijie Li Litong Gong Yiran Zhu Fanda Fan Biao Wang Tiezheng Ge Bo Zheng VGen DiffM 49 2 0 05 Mar 2024
DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction Jun Xiong Peng Zhang Tao You Chuanyue Li Wei Huang Yufei Zha DiffM 32 5 0 02 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 115 228 0 29 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Training Class-Imbalanced Diffusion Model Via Overlap Optimization Divin Yan Lu Qi Vincent Tao Hu Ming-Hsuan Yang Meng Tang 34 5 0 16 Feb 2024
Extreme Video Compression with Pre-trained Diffusion Models Bohan Li Yiming Liu Xueyan Niu Bo Bai Lei Deng Deniz Gündüz DiffM VGen 33 3 0 14 Feb 2024
Rolling Diffusion Models David Ruhe Jonathan Heek Tim Salimans Emiel Hoogeboom DiffM 35 32 0 12 Feb 2024
Towards Fast Stochastic Sampling in Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 25 0 0 11 Feb 2024
Controllable Diverse Sampling for Diffusion Based Motion Behavior Forecasting Yiming Xu Hao Cheng Monika Sester DiffM 43 1 0 06 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 86 57 0 22 Jan 2024
SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting Lequan Lin Dai Shi Andi Han Junbin Gao DiffM AI4TS 19 5 0 16 Jan 2024
RAVEN: Rethinking Adversarial Video Generation with Efficient Tri-plane Networks Partha Ghosh Soubhik Sanyal Cordelia Schmid Bernhard Scholkopf VGen 44 1 0 11 Jan 2024
The Rise of Diffusion Models in Time-Series Forecasting Caspar Meijer Lydia Y. Chen DiffM AI4TS 32 8 0 05 Jan 2024
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions David Junhao Zhang Dongxu Li Hung Le Mike Zheng Shou Caiming Xiong Doyen Sahoo VGen 22 23 0 03 Jan 2024
TrailBlazer: Trajectory Control for Diffusion-Based Video Generation W. Ma J. P. Lewis W. Kleijn DiffM VGen 24 34 0 31 Dec 2023
GenCast: Diffusion-based ensemble forecasting for medium-range weather Ilan Price Alvaro Sanchez-Gonzalez Ferran Alet Tom R. Andersson Andrew El-Kadi ... Jacklynn Stott Shakir Mohamed Peter W. Battaglia Rémi R. Lam Matthew Willson 31 109 0 25 Dec 2023
PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models Yiming Zhang Zhening Xing Yanhong Zeng Youqing Fang Kai Chen VGen 36 27 0 21 Dec 2023
Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling Leander van den Heuvel Gertjan J. Burghouts David W. Zhang G. Englebienne Sabina B. van Rooij DiffM 25 0 0 19 Dec 2023
Realistic Human Motion Generation with Cross-Diffusion Models Zeping Ren Shaoli Huang Xiu Li VGen 27 4 0 18 Dec 2023
Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation H. Yi Lei Hou Yuhong Jin N. A. Saeed Ali Kandil Hao Duan DiffM 31 21 0 13 Dec 2023
STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction Xi Ye Guillaume-Alexandre Bilodeau VGen DiffM 51 4 0 11 Dec 2023
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting Demin Yu Xutao Li Yunming Ye Baoquan Zhang Chuyao Luo Kuai Dai Rui Wang Xunlai Chen 36 20 0 11 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 47 3 0 11 Dec 2023
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation B. Theodorou Shrusti Jain Cao Xiao Jimeng Sun SyDa 28 1 0 10 Dec 2023
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling Ruihan Yang H. Gamper Sebastian Braun DiffM 30 5 0 08 Dec 2023
Prospective Role of Foundation Models in Advancing Autonomous Vehicles Jianhua Wu B. Gao Jincheng Gao Jianhao Yu Hongqing Chu ... Xun Gong Yi Chang H. E. Tseng Hong Chen Jie Chen 42 3 0 08 Dec 2023
GenDeF: Learning Generative Deformation Field for Video Generation Wen Wang Kecheng Zheng Qiuyu Wang Hao Chen Zifan Shi Ceyuan Yang Yujun Shen Chunhua Shen VGen DiffM 51 2 0 07 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion Yujie Wei Shiwei Zhang Zhiwu Qing Hangjie Yuan Zhiheng Liu Yu Liu Yingya Zhang Jingren Zhou Hongming Shan DiffM VGen 17 89 0 07 Dec 2023
DiffAnt: Diffusion Models for Action Anticipation Zeyun Zhong Chengzhi Wu Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer DiffM VGen 15 6 0 27 Nov 2023
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline V.Ya. Arkhipkin Zein Shaheen Viacheslav Vasilev E. Dakhova Andrey Kuznetsov Denis Dimitrov DiffM VGen 26 5 0 22 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval S. Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin Devi Parikh Ishan Misra DiffM VGen 49 190 0 17 Nov 2023
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Shiwei Zhang Jiayu Wang Yingya Zhang Kang Zhao Hangjie Yuan Zhanyue Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 37 198 0 07 Nov 2023
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model Chao Jiang Bo Hui Bohan Liu Da Yan DiffM 37 14 0 28 Oct 2023
Real-time Animation Generation and Control on Rigged Models via Large Language Models Han Huang Fernanda De La Torre Cathy Mengying Fang Andrzej Banburski-Fahey Judith Amores Jaron Lanier AI4CE 34 8 0 27 Oct 2023
Exploring Iterative Refinement with Diffusion Models for Video Grounding Xiao Liang Tao Shi Yaoyuan Liang Te Tao Shao-Lun Huang DiffM 29 1 0 26 Oct 2023
DICE: Diverse Diffusion Model with Scoring for Trajectory Prediction Younwoo Choi Ray Coden Mercurius Soheil Mohamad Alizadeh Shabestary Amir Rasouli 42 10 0 23 Oct 2023
Variational Inference for SDEs Driven by Fractional Noise Rembert Daems Manfred Opper Guillaume Crevecoeur Tolga Birdal 40 5 0 19 Oct 2023