CAT-GS: Balanced Multimodal Learning via Calibrated Gating and Fusion Surgery
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arXiv:2608.24947v2 Announce Type: new Abstract: End-to-end training of multimodal neural networks often exhibits unstable neural dynamics characterized by three coupled failure modes that degrade learning: (i) modality imbalance, where one branch dominates gradient-based optimization; (ii) unstable…
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- 2026-08-27 04:00 · arXiv cs.LG
CAT-GS: Balanced Multimodal Learning via Calibrated Gating and Fusion Surgery