Scaling Online Complex Event Detection with Synthetic Supervision and Mamba-Based Neural Algorithmic Reasoning
A controlled simulator-generated online multilabel CED testbed built from real-world multimodal sensor clips and rule-generated CE labels is introduced, with stress-test settings that vary sensor noise, distribution shift, and the window size used to segment streaming sensor sequences.
Li-Ying Han, Gao-Feng Dong, Xiaomin Ouyang et al.
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