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

📝 Summary:
Deep Forcing is a training-free method that enhances real-time video diffusion for high-quality, long-duration generation. It uses Deep Sink for stable context and Participative Compression for efficient KV cache pruning, achieving over 12x extrapolation and improved consistency.

🔹 Publication Date: Published on Dec 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.05081
• PDF: https://arxiv.org/pdf/2512.05081
• Github: https://cvlab-kaist.github.io/DeepForcing/

==================================

For more data science resources:
✓ https://t.me/DataScienceT

#VideoGeneration #DiffusionModels #TrainingFreeAI #DeepLearning #ComputerVision