CAT-GS: Balanced multimodal learning via calibrated gating and fusion surgery
This work proposes CAT-GS (Calibrated, Adaptive, Thresholded Gating with Fusion Surgery), a neural dynamics-based optimization controller for intelligent computing applications that improves or matches fused multimodal accuracy against strong imbalance-aware baselines across settings, and yields smoother gating behavio...
Mahir Shahriar Tamim, Sharjil Khan, Md. Samiul Alim et al.
· Neurocomputing · 0 citations