Sairam Chennaka

OpenFace-Adaptive: Robust Multimodal Emotion Recognition via Reliability-Aware Gating and Heterogeneous Graph Attention

Multimodal emotion recognition systems typically assume complete, noise-free data from all sensors. However, in "in-the-wild" deployments, modalities such as face video are frequently occluded or corrupted, causing existing fusion methods to degrade catastrophically. We propose OpenFace-Adaptive, a novel framework feat...