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University of Southern California (USC), Los Angeles, CA, USA
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FOLIO slashes memory costs while achieving state-of-the-art accuracy in streaming video understanding by focusing on what truly matters in the data.
Vision GNNs can achieve near 100x speedups on FPGAs by decoupling graph construction from feature updates, enabling concurrent execution without significant accuracy loss after fine-tuning.
