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Video Generation

46 papers with code · Computer Vision
Subtask of Video

Benchmarks

Latest papers with code

LIFI: Towards Linguistically Informed Frame Interpolation

30 Oct 2020midas-research/linguistically-informed-frame-interpolation

We also release several datasets to test computer vision video generation models of their speech understanding.

VIDEO GENERATION

0
30 Oct 2020

HRVGAN: High Resolution Video Generation using Spatio-Temporal GAN

arXiv 2020 abhinavsagar/hrvgan

In this paper, we present a novel network for high resolution video generation.

VIDEO GENERATION

7
17 Aug 2020

DTVNet: Dynamic Time-lapse Video Generation via Single Still Image

ECCV 2020 zhangzjn/DTVNet

The proposed DTVNet consists of two submodules: \emph{Optical Flow Encoder} (OFE) and \emph{Dynamic Video Generator} (DVG).

OPTICAL FLOW ESTIMATION VIDEO GENERATION

29
11 Aug 2020

Unsupervised object-centric video generation and decomposition in 3D

NeurIPS 2020 pmh47/o3v

A natural approach to generative modeling of videos is to represent them as a composition of moving objects.

3D OBJECT DETECTION DEPTH ESTIMATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION VIDEO GENERATION

2
07 Jul 2020

Novel-View Human Action Synthesis

6 Jul 2020mlakhal/gtnet

We first estimate the 3D mesh of the target body and transfer the rough textures from the 2D images to the mesh.

NOVEL VIEW SYNTHESIS VIDEO GENERATION

0
06 Jul 2020

Structure-Aware Human-Action Generation

ECCV 2020 PingYu-iris/SA-GCN

Generating long-range skeleton-based human actions has been a challenging problem since small deviations of one frame can cause a malformed action sequence.

ACTION GENERATION GRAPH CONSTRUCTION VIDEO GENERATION

14
04 Jul 2020

Compositional Video Synthesis with Action Graphs

ICLR 2021 roeiherz/AG2Video

Videos of actions are complex signals, containing rich compositional structure.

VIDEO GENERATION VIDEO PREDICTION VIDEO-TO-VIDEO SYNTHESIS

2
27 Jun 2020

Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample

NeurIPS 2020 shirgur/hp-vae-gan

We consider the task of generating diverse and novel videos from a single video sample.

VIDEO GENERATION

19
22 Jun 2020

Latent Video Transformer

18 Jun 2020rakhimovv/lvt

After the transformation of frames into the latent space, our model predicts latent representation for the next frames in an autoregressive manner.

VIDEO GENERATION VIDEO PREDICTION

19
18 Jun 2020

GANs in computer vision ebook

ebook 2020 The-AI-Summer/GANs-in-Computer-Vision

We do hope that this series will provide you a big overview of the field, so that you will not need to read all the literature by yourself, independent of your background on GANs.

CONDITIONAL IMAGE GENERATION IMAGE-TO-IMAGE TRANSLATION VIDEO GENERATION VIDEO-TO-VIDEO SYNTHESIS

11
10 Jun 2020