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Institute of Computing and Intelligence, Harbin Institute of Technology, Shenzhen
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LLMs can translate long documents far more effectively by learning to selectively attend to relevant context, mimicking human translation strategies.
Forget rigid shot-music mappings: BEAT's elastic alignment framework finally captures the dynamic rhythm of professional movie trailer editing.
By intelligently pruning attention heads based on their spatial or temporal roles and adaptively routing denoising steps through the network, PARE achieves significant computational savings in video generation without sacrificing quality.
