Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN

22 November 2018

Papers citing "Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN"

50 / 114 papers shown

Title
Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs Hao Fei Shengqiong Wu Wei Ji Hanwang Zhang Tat-Seng Chua VGen DiffM 21 32 0 26 Aug 2023
APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency Yupu Yao Shangqi Deng Zihan Cao Harry Zhang Liang-Jian Deng DiffM 36 14 0 24 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation Zhen Xing Qi Dai Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen DiffM 40 81 0 18 Aug 2023
Learning Joint Latent Space EBM Prior Model for Multi-layer Generator Jiali Cui Ying Nian Wu Tian Han 27 8 0 10 Jun 2023
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty Deep Ray Javier Murgoitio-Esandi Agnimitra Dasgupta Assad A. Oberai GAN 34 13 0 08 Jun 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 28 57 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 Liu Yogesh Balaji DiffM VGen 51 254 0 17 May 2023
LEO: Generative Latent Image Animator for Human Video Synthesis Yaohui Wang Xin Ma Xinyuan Chen A. Dantcheva Bo Dai Yu Qiao DiffM 70 30 0 06 May 2023
Multi-object Video Generation from Single Frame Layouts Yang Wu Zhi-Bin Liu Hefeng Wu Liang Lin 27 3 0 06 May 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 136 1,019 0 18 Apr 2023
Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation Jie An Songyang Zhang Harry Yang Sonal Gupta Jia-Bin Huang Jiebo Luo Xiaoyue Yin DiffM VGen 38 107 0 17 Apr 2023
Video Generation Beyond a Single Clip Hsin-Ping Huang Yu-Chuan Su Ming Yang VLM DiffM VGen 22 3 0 15 Apr 2023
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs Moayed Haji-Ali Andrew Bond Tolga Birdal Duygu Ceylan Levent Karacan Erkut Erdem Aykut Erdem VGen DiffM 136 2 0 12 Apr 2023
MoStGAN-V: Video Generation with Temporal Motion Styles Xiaoqian Shen Xiang Li Mohamed Elhoseiny VGen 36 29 0 05 Apr 2023
Seer: Language Instructed Video Prediction with Latent Diffusion Models Xianfan Gu Chuan Wen Weirui Ye Jiaming Song Yang Gao DiffM VGen 26 40 0 27 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 85 160 0 21 Mar 2023
Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers Jaehoon Yoo Semin Kim Doyup Lee Chiheon Kim Seunghoon Hong 36 3 0 20 Mar 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 132 309 0 15 Mar 2023
MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image Pairs Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan VGen 36 4 0 06 Mar 2023
Video Probabilistic Diffusion Models in Projected Latent Space Sihyun Yu Kihyuk Sohn Subin Kim Jinwoo Shin VGen DiffM 37 162 0 15 Feb 2023
Towards Smooth Video Composition Qihang Zhang Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou VGen 50 14 0 14 Dec 2022
MAGVIT: Masked Generative Video Transformer Lijun Yu Yong Cheng Kihyuk Sohn José Lezama Han Zhang ... Alexander G. Hauptmann Ming-Hsuan Yang Yuan Hao Irfan Essa Lu Jiang DiffM VGen 38 228 0 10 Dec 2022
VIDM: Video Implicit Diffusion Models Kangfu Mei Vishal M. Patel DiffM VGen 30 79 0 01 Dec 2022
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction G. L. Moing Jean Ponce Cordelia Schmid 28 6 0 25 Nov 2022
Latent Video Diffusion Models for High-Fidelity Long Video Generation Yin-Yin He Tianyu Yang Yong Zhang Ying Shan Qifeng Chen DiffM VGen 24 206 0 23 Nov 2022
SSGVS: Semantic Scene Graph-to-Video Synthesis Yuren Cong Jinhui Yi Bodo Rosenhahn M. Yang 67 7 0 11 Nov 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 18 11 0 11 Oct 2022
Phenaki: Variable Length Video Generation From Open Domain Textual Description Ruben Villegas Mohammad Babaeizadeh Pieter-Jan Kindermans Hernan Moraldo Han Zhang M. Saffar Santiago Castro Julius Kunze D. Erhan DiffM VGen 68 375 0 05 Oct 2022
Make-A-Video: Text-to-Video Generation without Text-Video Data Uriel Singer Adam Polyak Thomas Hayes Xiaoyue Yin Jie An ... Oron Ashual Oran Gafni Devi Parikh Sonal Gupta Yaniv Taigman DiffM VGen 45 1,353 0 29 Sep 2022
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model Zhisheng Xiao Tian Han 66 15 0 19 Sep 2022
StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3 Haonan Qiu Yuming Jiang Hang Zhou Wayne Wu Ziwei Liu CVBM 55 12 0 16 Aug 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou Hao Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 45 20 0 29 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Höppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 38 131 0 15 Jun 2022
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN R. V. Bergen Jean-Francois Rajotte F. Yousefirizi Arman Rahmim R. Ng MedIm 28 1 0 13 Jun 2022
Generating Long Videos of Dynamic Scenes Tim Brooks Janne Hellsten M. Aittala Ting-Chun Wang Timo Aila J. Lehtinen Xuan Li Alexei A. Efros Tero Karras SyDa 9 101 0 07 Jun 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 258 571 0 29 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram S. Voleti Alexia Jolicoeur-Martineau Christopher Pal DiffM VGen 15 291 0 19 May 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 59 215 0 07 Apr 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 76 1,526 0 07 Apr 2022
V3GAN: Decomposing Background, Foreground and Motion for Video Generation Arti Keshari Sonam Gupta Sukhendu Das 24 3 0 26 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 59 257 0 16 Mar 2022
Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning Ligong Han Jian Ren Hsin-Ying Lee Francesco Barbieri Kyle Olszewski Shervin Minaee Dimitris N. Metaxas Sergey Tulyakov DiffM VGen 30 41 0 04 Mar 2022
Playable Environments: Video Manipulation in Space and Time Willi Menapace Stéphane Lathuilière Aliaksandr Siarohin Christian Theobalt Sergey Tulyakov Vladislav Golyanik Elisa Ricci VGen 34 22 0 03 Mar 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 42 199 0 21 Feb 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 30 3 0 18 Jan 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 40 279 0 29 Dec 2021
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE Kangyeol Kim Sunghyun Park Junsoo Lee Joonseok Lee Sookyung Kim Jaegul Choo E. Choi DiffM 24 1 0 21 Dec 2021
3-D PET Image Generation with tumour masks using TGAN R. V. Bergen Jean-Francois Rajotte F. Yousefirizi I. Klyuzhin Arman Rahmim R. Ng MedIm 25 7 0 02 Nov 2021
CCVS: Context-aware Controllable Video Synthesis G. L. Moing Jean Ponce Cordelia Schmid 27 78 0 16 Jul 2021
StyleVideoGAN: A Temporal Generative Model using a Pretrained StyleGAN Gereon Fox A. Tewari Mohamed A. Elgharib Christian Theobalt 169 52 0 15 Jul 2021