ImproveYourVideos: Architectural Improvements for Text-to-Video Generation Pipeline

ImproveYourVideos: Architectural Improvements for Text-to-Video Generation Pipeline

In recent years, text-to-video models have made impressive strides toward producing high-quality results. However, the architectural aspects of these models remain largely unexplored, as prior studies have used well-known approaches that offer minimal variation between models. This study aims to add...

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Bibliographic Details
Main Authors: Vladimir Arkhipkin, Zein Shaheen, Viacheslav Vasilev, Elizaveta Dakhova, Konstantin Sobolev, Andrey Kuznetsov, Denis Dimitrov
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Diffusion models
frame interpolation
keyframes generation
Latent diffusion
temporal blocks
temporal layers
Online Access:https://ieeexplore.ieee.org/document/10815947/
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https://ieeexplore.ieee.org/document/10815947/

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