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EcoFrame achieves a remarkable 13.5x inference speedup while maintaining accuracy, revolutionizing how we approach long-video understanding in VLMs.
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.
