#adaptive routing

topicadaptive routing

2 papers · 1 filter

cs.LG2026

Spend Experts Where You Are Unsure: Confidence-Adaptive Routing for Mixture-of-Experts LoRA

Tom Saliencro, Rohan Desai, Priya Nair +2

The paper introduces CARE, a confidence-adaptive routing method for Mixture-of-Experts LoRA that dynamically selects the number of experts per token based on the router’s uncertain…

cs.CV2026

Adaptive Routing for Efficient Diffusion Transformer-Based PNI Prediction

Youngung Han, Dohyun Kweon, Kyeonghun Kim +15

The paper proposes a diffusion‑based transformer model with adaptive routing to predict perineural invasion in cholangiocarcinoma from MRI scans, achieving competitive accuracy whi…