(Lumiere) A Space-Time Diffusion Model for Video Generation

Published : 2024/01 Paper : A Space-Time Diffusion Model for Video Generation Architecture realistic, diverse and coherent motion space-time UNet architechture entire tempor...

Aug 5, 2024 Papers, Video Generation

(Gen-1) Structure and Content-Guided Video Synthesis with Diffusion Models

Published : 2023/02 Paper : Structure and Content-Guided Video Synthesis with Diffusion Models| Introduction extend the latent diffusion models to video generation by introducing temporal la...

Jul 30, 2024 Papers, Video Generation

(LAVIE) High-Quality Video Generation with Cascaded Latent Diffusion Models

Introduction integrated video generation framework that operates on cascaded video latent diffusion models that consists of : base T2V model temporal interpolation model video super-resolu...

Jul 24, 2024 Papers, Video Generation

(IMAGEN) High Definition Video Generation with Diffusion Models

Extending the text-to-image diffusion models of Imagen (Saharia et al., 2022b) to the time domain We transferred multiple methods from the image domain to video, such as v-parameterization (Sal...

Jul 20, 2024 Papers, Video Generation

(CogVideo) Large-scale Pretraining for Text-to-Video Generation via Transformers

Published : 2022/05 Paper : Large-scale Pretraining for Text-to-Video Generation via Transformers &nbsp To align text and video : multi-frame-rate hierarchical training strategy la...

Jul 19, 2024 Papers, Video Generation

(CycleGAN) Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

Published : 2017/03 Paper : Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks We present an approach for learning to translate an image from a source domain X to a ...

Jul 18, 2024 Papers, Image Generation