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EditStream: A Unified Autoregressive Framework for Interactive Video Generation and Editing
Not provided in the abstract
autoregressivevideo generationinteractive editingmultimodal
2608.21424
Builder Relevance
3h ago80%
Abstract
EditStream is a unified framework for interactive video generation and editing that integrates multiple video creation tasks into a single model.
Reality Card
Core Claim
EditStream successfully unifies various video generation and editing tasks into a single autoregressive model, enhancing efficiency and quality in interactive workflows.
Method / Result
Utilizes a two-stage distillation approach combining Velocity Moment Matching with autoregressive unrolling to improve temporal stability and generation quality.
Limitations
The complexity of training and potential challenges in achieving consistent quality across different tasks may hinder reproducibility.
Paper to code
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