2 papers
cs.DC2026
Memory-Efficient Expert Routing for Distributed MoE Training
Arnab Kanti Tarafder, Jaume Guasch-Martí, Gokcen Kestor +1
As Mixture-of-Experts (MoE) models scale toward hundreds of experts and higher top- routing, memory efficiency in distributed training becomes a critical bottleneck. Peak memory…
cs.CV2026
Aloe-Vision: Robust Vision-Language Models for Healthcare
Jaume Guasch-Martí, Enrique Lopez-Cuena, Martín Suárez-Fernández +3
Large Vision-Language Models (LVLMs) specialized in healthcare are emerging as a promising research direction due to their potential impact in clinical and biomedical applications.…