Preprint2026
Multi-scale finetuning for encoder-based time series foundation models
Unknown
This paper proposes a multi-scale finetuning approach for encoder-based time series foundation models to improve forecasting performance.
0Jan 1, 2026
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
3 papersPreprintMedical Image Analysis2016
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
Konstantinos Kamnitsas, Christian Ledig, Virginia Newcombe, et al.
A dual-pathway 3D CNN with dense training and fully connected CRF achieves state-of-the-art brain lesion segmentation across multiple pathologies.
3.5kOct 29, 2016BenchmarksNeural Networks
arXiv
PreprintComputer Vision and Pattern Recognition2016Featured
Feature Pyramid Network
Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, et al.
Feature Pyramid Network efficiently constructs multi-scale feature pyramids by leveraging ConvNet hierarchy with top-down and lateral connections.
28kDec 1, 2016
arXiv