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2026-02-23 08:54:36
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Live2Diff Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models Zhening Xing 1 Gereon Fox 2 Yanhong Zeng 1 Xingang Pan 3 Mohamed Elgharib 2 Christian Theobalt 2 Kai Chen 1 † 1 Shanghai AI Lab 2 Saarland Informatics Campus, Max Planck Institute for Informatics 3 S-Lab, Nanyang Technological University † Corresponding author [Demo] [Paper] [Code] [Colab (New Updated✨)] [YouTube] TL;DR: Live2Diff is the first attempt that enables uni-directional attention modeling to video diffusion models for live video steam processing, and achieves 16FPS on RTX 4090 GPU. Live Stream Video Translation with Diff usion Pipeline Demo on RTX 4090 GPU Abstract Large Language Models have shown remarkable efficacy in generating streaming data such as text and audio, thanks to their temporally uni-directional attention mechanism, whi...
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