2 papers
cs.NI2026
RouterWise: Joint Resource Allocation and Routing for Latency-Aware Multi-Model LLM Serving
Hossein Hosseini Kasnavieh, Gholamreza Haffari, Christopher Leckie +1
Multi-model LLM routing has emerged as an effective approach for reducing serving cost and latency while maintaining output quality by assigning each prompt to an appropriate model…
cs.CV2025
SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation
Nimeshika Udayangani, Sarah Erfani, Christopher Leckie
Out-of-Distribution (OOD) detection in semantic segmentation aims to localize anomalous regions at the pixel level, advancing beyond traditional image-level OOD techniques to bette…