CMU-MOSI

A confidence-gated hybrid that escalates only the least-confident predictions from a stacked ensemble to an LLM Pareto-dominates both pure systems on all three emotion-recognition datasets tested, rea…

Researchers propose CAT-GS, a neural dynamics-based optimization controller that stabilizes multimodal training by addressing modality imbalance, unstable gating, and fusion interference without modif…