Showing 2026Show all
3 papers · 1 filter
cs.CV2026
Learned Smartphone ISP on Mobile GPUs: Mobile AI 2026 Challenge Report
Andrey Ignatov, Georgy Perevozchikov, Radu Timofte +19
With the increasing importance of mobile camera quality in modern smartphones, growing attention has been directed toward computational photography and advanced image signal proces…
cs.CV2026
LightMIS: Ultra-Lightweight Medical Image Segmentation Without a Stage-Wise Decoder
Andrei Arhire, Mihaela-Elena Breabăn, Radu Timofte
We present LightMIS, a scalable family of ultra-lightweight convolutional networks for 2D binary medical image segmentation without a learned stage-wise decoder. LightMIS aligns th…
cs.CV2026
A Shared-Backbone Approach for Multi-Task MedMNIST Classification
Stefan-Dorian Gavril, Andrei Arhire, Adrian Iftene
Multi-task biomedical classification requires models to generalize across disparate modalities and class distributions. We study 11 heterogeneous MedMNIST datasets using the harmon…