FAU CAAI at FathomNetCLEF 2026: Multi-Architecture Ensembling with Distribution-Aware Test-Time Augmentation
Dan Zimmerman, Shruti Shukla, G. Sklivanitis
· 1 citation
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LoRA Enhanced Contrastive Learning with SAS Vision Transformers
Automatic target recognition (ATR) with synthetic aperture sonar (SAS) supports advanced naval capabilities, but deep learning is constrained by scarce target imagery, background clutter, and human-in-the-loop assessment. We adapt DINOv3 Vision Transformer (ViT) models to underwater SAS ATR using a three-stage paramete...
Dan Zimmerman, Frank E. Bobe, Amelia L. McCormack et al.
· 0 citations