Dora Kanellopoulos

Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction

We propose a unified framework for adaptive routing in multitask, multimodal prediction settings where data heterogeneity and task interactions vary across samples. We introduce a routing-based architecture that dynamically selects modality processing pathways and task-sharing strategies on a per-sa…