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Peking University
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EcoFrame achieves a remarkable 13.5x inference speedup while maintaining accuracy, revolutionizing how we approach long-video understanding in VLMs.
EchoCache achieves a remarkable 2.46x speedup in audio-driven video generation without sacrificing quality or coherence.
TRA achieves up to 2.05x faster video generation by intelligently mapping query entropy to token-specific attention budgets, revolutionizing efficiency in VDiTs.
EcoVideo achieves up to 2.9x faster video generation in resource-constrained environments by intelligently orchestrating cloud-edge dynamics.
Achieve professional-grade video mashups by mimicking a human production pipeline, using hierarchical agents to handle global structure, editing intent, and fine-grained shot selection.
