Browse SoTA > Computer Vision > Video > Video Generation

Video Generation

44 papers with code · Computer Vision
Subtask of Video

Benchmarks

Greatest papers with code

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

ICLR 2020 tensorflow/tensor2tensor

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

23 Nov 2018thunil/TecoGAN

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 SUPER RESOLUTION VIDEO GENERATION VIDEO SUPER-RESOLUTION

MoCoGAN: Decomposing Motion and Content for Video Generation

CVPR 2018 sergeytulyakov/mocogan

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

VIDEO GENERATION

Recycle-GAN: Unsupervised Video Retargeting

ECCV 2018 aayushbansal/Recycle-GAN

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 VIDEO GENERATION

Improving Video Generation for Multi-functional Applications

30 Nov 2017bernhard2202/improved-video-gan

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 VIDEO GENERATION VIDEO INPAINTING

Everybody Dance Now

ICCV 2019 carolineec/EverybodyDanceNow

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 VIDEO GENERATION

Animating Arbitrary Objects via Deep Motion Transfer

CVPR 2019 AliaksandrSiarohin/monkey-net

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

IMAGE ANIMATION MOTION PREDICTION VIDEO GENERATION

StoryGAN: A Sequential Conditional GAN for Story Visualization

CVPR 2019 yitong91/StoryGAN

We therefore propose a new story-to-image-sequence generation model, StoryGAN, based on the sequential conditional GAN framework.

STORY VISUALIZATION VIDEO GENERATION

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

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

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

Video Generation from Single Semantic Label Map

CVPR 2019 junting/seg2vid

This paper proposes the novel task of video generation conditioned on a SINGLE semantic label map, which provides a good balance between flexibility and quality in the generation process.

IMAGE GENERATION OPTICAL FLOW ESTIMATION VIDEO GENERATION