Video Generation

67 papers with code • 8 benchmarks • 6 datasets

( Image credit: Logacheva et al. )

Greatest papers with code

Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image

google-research/google-research ICCV 2021

We introduce the problem of perpetual view generation - long-range generation of novel views corresponding to an arbitrarily long camera trajectory given a single image.

Image Generation Video Generation

VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation

tensorflow/tensor2tensor ICLR 2020

Generative models that can model and predict sequences of future events can, in principle, learn to capture complex real-world phenomena, such as physical interactions.

Predict Future Video Frames Video Generation

Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation

thunil/TecoGAN 23 Nov 2018

Additionally, we propose a first set of metrics to quantitatively evaluate the accuracy as well as the perceptual quality of the temporal evolution.

Image Super-Resolution Motion Compensation +3

MoCoGAN: Decomposing Motion and Content for Video Generation

sergeytulyakov/mocogan CVPR 2018

The proposed framework generates a video by mapping a sequence of random vectors to a sequence of video frames.

Video Generation

Everybody Dance Now

carolineec/EverybodyDanceNow ICCV 2019

This paper presents a simple method for "do as I do" motion transfer: given a source video of a person dancing, we can transfer that performance to a novel (amateur) target after only a few minutes of the target subject performing standard moves.

Face Generation Image-to-Image Translation +2

Recycle-GAN: Unsupervised Video Retargeting

aayushbansal/Recycle-GAN ECCV 2018

We introduce a data-driven approach for unsupervised video retargeting that translates content from one domain to another while preserving the style native to a domain, i. e., if contents of John Oliver's speech were to be transferred to Stephen Colbert, then the generated content/speech should be in Stephen Colbert's style.

Face to Face Translation Translation +1

VideoGPT: Video Generation using VQ-VAE and Transformers

wilson1yan/VideoGPT 20 Apr 2021

We present VideoGPT: a conceptually simple architecture for scaling likelihood based generative modeling to natural videos.

Video Generation

Animating Arbitrary Objects via Deep Motion Transfer

AliaksandrSiarohin/monkey-net CVPR 2019

This is achieved through a deep architecture that decouples appearance and motion information.

Image Animation motion prediction +1

Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose

yiranran/Audio-driven-TalkingFace-HeadPose 24 Feb 2020

In this paper, we address this problem by proposing a deep neural network model that takes an audio signal A of a source person and a very short video V of a target person as input, and outputs a synthesized high-quality talking face video with personalized head pose (making use of the visual information in V), expression and lip synchronization (by considering both A and V).

3D Face Animation Video Generation

Improving Video Generation for Multi-functional Applications

bernhard2202/improved-video-gan 30 Nov 2017

In this paper, we aim to improve the state-of-the-art video generative adversarial networks (GANs) with a view towards multi-functional applications.

Colorization Future prediction +2