Continuous Video Process: Modeling Videos as Continuous Multi-Dimensional Processes for Video Prediction

Abstract excerpt

Diffusion models have made significant strides in image generation, mastering tasks such as unconditional image synthesis, text-image translation, and image-to-image conversions. However, their capability falls short in the realm of video prediction, mainly because they treat videos as a collection of independent images, relying on external constraints such as temporal attention mechanisms to enforce temporal cohe...

Topics

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• Algorithms
• Deep Learning
• Image Enhancement
• Image Processing, Computer-Assisted
• Phenotype
• Retina

Identifiers and source

Literature Corpus work

dbf666f1-a287-521b-af1e-1de3b5921414

DOI

10.32388/dm98uz