The recent wave of AI-generated content (AIGC) has witnessed substantial success in
computer vision, with the diffusion model playing a crucial role in this achievement. Due to …

Sora is a text-to-video generative AI model, released by OpenAI in February 2024. The
model is trained to generate videos of realistic or imaginative scenes from text instructions …

Video generation has witnessed significant advancements yet evaluating these models
remains a challenge. A comprehensive evaluation benchmark for video generation is …

We present an approach to modeling an image-space prior on scene motion. Our prior is
learned from a collection of motion trajectories extracted from real video sequences …

Video and audio content creation serves as the core technique for the movie industry and
professional users. Recently existing diffusion-based methods tackle video and audio …

In this work we present Vlogger a generic AI system for generating a minute-level video blog
(ie vlog) of user descriptions. Different from short videos with a few seconds vlog often …

In this work, we investigate the capability of generating images from pre-trained diffusion
models at much higher resolutions than the training image sizes. In addition, the generated …

The development of Artificial Intelligence Generated Content (AIGC) has been facilitated by
advancements in model algorithms, scalable foundation model architectures, and the …

Although recent text-to-video (T2V) generation methods have seen significant
advancements, most of these works focus on producing short video clips of a single event …

Diffusion models have emerged as the de facto paradigm for video generation. However
their reliance on web-scale data of varied quality often yields results that are visually …