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Video Generation

46 papers with code ยท Computer Vision
Subtask of Video

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Latest papers without code

VideoGen: Generative Modeling of Videos using VQ-VAE and Transformers

ICLR 2021

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

VIDEO GENERATION

Disentangled Recurrent Wasserstein Autoencoder

ICLR 2021

Learning disentangled representations leads to interpretable models and facilitates data generation with style transfer, which has been extensively studied on static data such as images in an unsupervised learning framework.

REPRESENTATION LEARNING STYLE TRANSFER VIDEO GENERATION

Learning to Generate Videos Using Neural Uncertainty Priors

ICLR 2021

Predicting the future frames of a video is a challenging task, in part due to the underlying stochastic real-world phenomena.

VIDEO GENERATION

Diverse Video Generation using a Gaussian Process Trigger

ICLR 2021

Our approach, Diverse Video Generator, uses a GP to learn priors on future states given the past and maintains a probability distribution over possible futures given a particular sample.

VIDEO GENERATION

A Good Image Generator Is What You Need for High-Resolution Video Synthesis

ICLR 2021

We introduce a motion generator that discovers the desired trajectory, in which content and motion are disentangled.

VIDEO GENERATION

Contrastive Video Textures

ICLR 2021

By randomly traversing edges with high transition probabilities, we generate diverse temporally smooth videos with novel sequences and transitions.

CONTRASTIVE LEARNING VIDEO GENERATION

Action Concept Grounding Network for Semantically-Consistent Video Generation

ICLR 2021

Recent works in self-supervised video prediction have mainly focused on passive forecasting and low-level action-conditional prediction, which sidesteps the problem of semantic learning.

ACTION RECOGNITION OBJECT DETECTION VIDEO GENERATION VIDEO PREDICTION

Stochastic Talking Face Generation Using Latent Distribution Matching

21 Nov 2020

Indeed, just having the ability to generate a single talking face would make a system almost robotic in nature.

TALKING FACE GENERATION VIDEO GENERATION

Everybody Sign Now: Translating Spoken Language to Photo Realistic Sign Language Video

19 Nov 2020

To be truly understandable and accepted by Deaf communities, an automatic Sign Language Production (SLP) system must generate a photo-realistic signer.

VIDEO GENERATION

Latent Neural Differential Equations for Video Generation

7 Nov 2020

Generative Adversarial Networks have recently shown promise for video generation, building off of the success of image generation while also addressing a new challenge: time.

IMAGE GENERATION VIDEO GENERATION