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Preprint Oct 2026

Context-aware Bayesian Fusion for Multimodal Object Detection

This work proposes a novel context-aware multimodal late fusion approach that integrates a lightweight gating network within the probabilistic calibration framework and dynamically modulates the detection outputs of pre-trained object detectors based on the inferred context, without retraining of the detectors.

Arunachalam Venkatachalam, Mhafuzul Islam, M. Yusuf et al. · 0 citations

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