Diffusion Probabilistic Modeling for Video Generation

16 March 2022

Papers citing "Diffusion Probabilistic Modeling for Video Generation"

50 / 194 papers shown

Title
Efficient Integrators for Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 13 10 0 11 Oct 2023
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks Meng Zhou Matthias W. Wagner U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati MedIm 14 5 0 02 Oct 2023
Distilling ODE Solvers of Diffusion Models into Smaller Steps Sanghwan Kim Hao Tang Fisher Yu 17 2 0 28 Sep 2023
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation David Junhao Zhang Jay Zhangjie Wu Jia-Wei Liu Rui Zhao L. Ran Yuchao Gu Difei Gao Mike Zheng Shou DiffM VGen 23 213 0 27 Sep 2023
DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving Xiaofeng Wang Zheng Hua Zhu Guan Huang Xinze Chen Jiagang Zhu Jiwen Lu VGen 13 148 0 18 Sep 2023
Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative Models Craig Boutilier Martin Mladenov Guy Tennenholtz OffRL CML 26 8 0 08 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 16 2 0 03 Sep 2023
Diffusion Models for Interferometric Satellite Aperture Radar A. Tuel Thomas Kerdreux Claudia Hulbert B. Rouet-Leduc 12 2 0 31 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation Zhen Xing Qi Dai Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen DiffM 17 81 0 18 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 14 388 0 12 Aug 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 4 2 0 29 Jul 2023
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls Lejun Min Junyan Jiang Gus Xia Jingwei Zhao DiffM 6 19 0 19 Jul 2023
Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation Tserendorj Adiya Jae Shin Yoon Jungeun Lee Sang-hyeon Kim Hwasup Lim DiffM 13 0 0 02 Jul 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 19 10 0 25 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 34 29 0 09 Jun 2023
Non-autoregressive Conditional Diffusion Models for Time Series Prediction Lifeng Shen James Kwok DiffM AI4CE 14 46 0 08 Jun 2023
MotionDiffuser: Controllable Multi-Agent Motion Prediction using Diffusion C. Jiang Andre Cornman C. Park Benjamin Sapp Yin Zhou Drago Anguelov DiffM 26 130 0 05 Jun 2023
Video Diffusion Models with Local-Global Context Guidance Si-hang Yang Lu Zhang Yu Liu Zhizhuo Jiang You He VGen DiffM 6 13 0 05 Jun 2023
Detector Guidance for Multi-Object Text-to-Image Generation Luping Liu Zijian Zhang Yi Ren Rongjie Huang Xiang Yin Zhou Zhao DiffM 20 9 0 04 Jun 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability Xiang Wang Hangjie Yuan Shiwei Zhang Dayou Chen Jiuniu Wang Yingya Zhang Yujun Shen Deli Zhao Jingren Zhou VGen DiffM 16 315 0 03 Jun 2023
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting Salva Rühling Cachay Bo Zhao Hailey James Rose Yu DiffM AI4TS 15 53 0 03 Jun 2023
DiffSketching: Sketch Control Image Synthesis with Diffusion Models Qiang Wang Di Kong Fengyin Lin Yonggang Qi DiffM 11 13 0 30 May 2023
InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions Qian Wang Biao Zhang Michael Birsak Peter Wonka DiffM 20 30 0 29 May 2023
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization Fei Kong Jinhao Duan Ruipeng Ma Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu DiffM 14 30 0 26 May 2023
Anomaly Detection in Satellite Videos using Diffusion Models Akash Awasthi S. Ly Jaer Nizam Samira Zare Videet Mehta Safwan Ahmed K. Shah R. Nemani S. Prasad Hien Nguyen 19 6 0 25 May 2023
GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes Ibrahim Ethem Hamamci Sezgin Er Anjany Sekuboyina Enis Simsar A. Tezcan ... Hadrien Reynaud Sarthak Pati Christian Bluethgen M. K. Özdemir Bjoern H. Menze DiffM MedIm 24 16 0 25 May 2023
Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3) Tsu-Ching Hsiao Haoming Chen Hsuan-Kung Yang Chun-Yi Lee DiffM 18 6 0 25 May 2023
VDT: General-purpose Video Diffusion Transformers via Mask Modeling Haoyu Lu Guoxing Yang Nanyi Fei Yuqi Huo Zhiwu Lu Ping Luo Mingyu Ding DiffM VGen 18 56 0 22 May 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao Bryan Catanzaro David Jacobs Jia-Bin Huang Ming-Yu Liu Yogesh Balaji DiffM VGen 27 248 0 17 May 2023
SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 17 40 0 09 May 2023
Multi-object Video Generation from Single Frame Layouts Yang Wu Zhi-Bin Liu Hefeng Wu Liang Lin 11 3 0 06 May 2023
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D Bo Qiang Yuxuan Song Minkai Xu Jingjing Gong B. Gao Hao Zhou Weiying Ma Yanyan Lan DiffM 38 18 0 05 May 2023
Diffusion Models for Time Series Applications: A Survey Lequan Lin Zhengkun Li Ruikun Li Xuliang Li Junbin Gao MedIm DiffM 26 63 0 01 May 2023
Motion-Conditioned Diffusion Model for Controllable Video Synthesis Tsai-Shien Chen C. Lin Hung-Yu Tseng Tsung-Yi Lin Ming Yang DiffM VGen 69 60 0 27 Apr 2023
Score-based Generative Modeling Through Backward Stochastic Differential Equations: Inversion and Generation Zihao W. Wang DiffM 26 4 0 26 Apr 2023
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning Cheng Lu Huayu Chen Jianfei Chen Hang Su Chongxuan Li Jun Zhu DiffM OffRL 11 58 0 25 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 11 1,009 0 18 Apr 2023
Video Generation Beyond a Single Clip Hsin-Ping Huang Yu-Chuan Su Ming Yang VLM DiffM VGen 16 3 0 15 Apr 2023
DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion J. Karras Aleksander Holynski Ting-Chun Wang Ira Kemelmacher-Shlizerman DiffM VGen 8 136 0 12 Apr 2023
CamDiff: Camouflage Image Augmentation via Diffusion Model Xuejiao Luo Shuo Wang Zongwei Wu Christos Sakaridis Yun Cheng Deng-Ping Fan Luc Van Gool DiffM 30 19 0 11 Apr 2023
Face Animation with an Attribute-Guided Diffusion Model Bo-Wen Zeng Xuhui Liu Sicheng Gao Boyu Liu Hong Li Jianzhuang Liu Baochang Zhang 33 30 0 06 Apr 2023
MoStGAN-V: Video Generation with Temporal Motion Styles Xiaoqian Shen Xiang Li Mohamed Elhoseiny VGen 26 27 0 05 Apr 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 28 43 0 04 Apr 2023
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era Chaoning Zhang Chenshuang Zhang Chenghao Li Yu Qiao Sheng Zheng ... Sung-Ho Bae Lik-Hang Lee Pan Hui In So Kweon Choong Seon Hong LM&MA AI4MH LRM ELM 31 125 0 04 Apr 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 10 67 0 31 Mar 2023
4D Facial Expression Diffusion Model K. Zou S. Faisan Boyang Yu S. Valette Hyewon Seo 16 11 0 29 Mar 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 25 21 0 27 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 16 161 0 24 Mar 2023
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI Chenshuang Zhang Chaoning Zhang Sheng Zheng Mengchun Zhang Maryam Qamar Sung-Ho Bae In So Kweon DiffM MedIm 39 64 0 23 Mar 2023
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis Hadrien Reynaud Mengyun Qiao Mischa Dombrowski Thomas Day Reza Razavi Alberto Gómez Paul Leeson Bernhard Kainz DiffM VGen MedIm 22 22 0 22 Mar 2023