Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression

By: Wooseok Jang, Paul Hyunbin Cho, Jisu Nam, Heeji Yoon, Seungryong Kim

Published: 2025-12-04

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Abstract

Deep Forcing is a training-free method that enhances real-time long video generation by addressing temporal repetition and motion issues through Deep Sink and Participative Compression, yielding high-quality, continuous videos without fine-tuning.

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Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression | ArXiv Intelligence