Papers
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Image-to-Video Generation
MAGI-1: Autoregressive Video Generation at Scale
Published:5/19/2025
Autoregressive Video Generation ModelImage-to-Video GenerationEfficient Temporal Consistency ModelingControllable Video GenerationLong-Context Video Generation
MAGI1 is a largescale autoregressive video generation system that ensures causal temporal modeling and supports streaming. The model, with 24 billion parameters, achieves stateoftheart performance in imagetovideo tasks while maintaining memoryefficient inference.
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AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks
Published:3/21/2024
Tuning-Free Framework for Video Editing TasksImage-to-Video GenerationPrompt-Based Video EditingTemporal Feature InjectionVisual Consistency Evaluation
This paper presents AnyV2V, a tuningfree framework for video editing that addresses quality and control issues in current generative models. Its approach includes modifying the first frame with an existing image editing model and generating a video through temporal feature injec
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