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Greatest papers with code

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

Stochastic Video Generation with a Learned Prior

ICML 2018 edenton/svg

Sample generations are both varied and sharp, even many frames into the future, and compare favorably to those from existing approaches.

VIDEO GENERATION

Temporal Generative Adversarial Nets with Singular Value Clipping

ICCV 2017 pfnet-research/tgan

In this paper, we propose a generative model, Temporal Generative Adversarial Nets (TGAN), which can learn a semantic representation of unlabeled videos, and is capable of generating videos.

VIDEO GENERATION

DeepLandscape: Adversarial Modeling of Landscape Videos

ECCV 2020 saic-mdal/deep-landscape

Furthermore, by fitting the learned models to a static landscape image, the latter can be reenacted in a realistic way.

VIDEO GENERATION FROM A SINGLE IMAGE

Sliced Wasserstein Generative Models

CVPR 2019 musikisomorphie/swd

In generative modeling, the Wasserstein distance (WD) has emerged as a useful metric to measure the discrepancy between generated and real data distributions.

IMAGE GENERATION VIDEO GENERATION

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs

4 Oct 2018musikisomorphie/swd

Furthermore, we introduce a sliced version of Wasserstein GAN (SWGAN) loss to improve the distribution learning on the video data of high-dimension and mixed-spatiotemporal distribution.

ACTION RECOGNITION IMAGE GENERATION VIDEO GENERATION

Sliced Wasserstein Generative Models

8 Jun 2017musikisomorphie/swd

In generative modeling, the Wasserstein distance (WD) has emerged as a useful metric to measure the discrepancy between generated and real data distributions.

IMAGE GENERATION VIDEO GENERATION

What comprises a good talking-head video generation?: A Survey and Benchmark

7 May 2020lelechen63/talking-head-generation-survey

In this work, we present a carefully-designed benchmark for evaluating talking-head video generation with standardized dataset pre-processing strategies.

TALKING HEAD GENERATION VIDEO GENERATION

Point-to-Point Video Generation

ICCV 2019 charlescheng0117/p2pvg

We introduce point-to-point video generation that controls the generation process with two control points: the targeted start- and end-frames.

IMAGE MANIPULATION VIDEO GENERATION

High Frame Rate Video Reconstruction based on an Event Camera

12 Mar 2019panpanfei/Bringing-a-Blurry-Frame-Alive-at-High-Frame-Rate-with-an-Event-Camera

Based on the abundant event data alongside a low frame rate, easily blurred images, we propose a simple yet effective approach to reconstruct high-quality and high frame rate sharp videos.

VIDEO GENERATION VIDEO RECONSTRUCTION