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The task of video generation requires synthesizing visually realistic and temporally coherent video frames.
Ucf101: A dataset of 101 human actions classes from videos in the wild
Khurram Soomro, Amir Roshan Zamir, and Mubarak Shah · 2012
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Faceforensics: A large-scale video dataset for forgery detection in human faces
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Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, and Jan Kautz · 2018
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Thomas Unterthiner, Sjoerd Van Steenkiste, Karol Kurach, Raphael Marinier, Marcin Michalski, and Sylvain Gelly · 2018
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A good image generator is what you need for high-resolution video synthesis
Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N Metaxas, and Sergey Tulyakov · 2021
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Wilson Yan, Yunzhi Zhang, Pieter Abbeel, and Aravind Srinivas · 2021
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Generating long videos of dynamic scenes
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei Efros, and Tero Karras · 2022
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Long video generation with time-agnostic vqgan and time-sensitive transformer
Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, and Devi Parikh · 2022
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Flexible diffusion modeling of long videos
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Latent video diffusion models for high-fidelity long video generation
Yingqing He, Tianyu Yang, Yong Zhang, Ying Shan, and Qifeng Chen · 2022
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Wenyi Hong, Ming Ding, Wendi Zheng, Xinghan Liu, and Jie Tang · 2022
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High-resolution image synthesis with latent diffusion models
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Progressive distillation for fast sampling of diffusion models
Tim Salimans and Jonathan Ho · 2022
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Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, and Yaniv Taigman · 2023
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Moso: Decomposing motion, scene and object for video prediction
Mingzhen Sun, Weining Wang, Xinxin Zhu, and Jing Liu · 2023
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Lavie: High-quality video generation with cascaded latent diffusion models
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Diffusion forcing: Next-token prediction meets full-sequence diffusion
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Redefining temporal modeling in video diffusion: The vectorized timestep approach
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Stylegan-v: A continuous video generator with the price, image quality and perks of stylegan2
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Mcvd-masked conditional video diffusion for prediction, generation, and interpolation
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Videofusion: Decomposed diffusion models for high-quality video generation
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Magicvideo-v2: Multi-stage high-aesthetic video generation
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Open-sora: Democratizing efficient video production for all, march 2024
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