2 papers
cs.CV2026
Displacement Preserving Relational Distillation for Robust Medical Segmentation
Zhicheng Ding, Xinyu Chu, Jung Im Choi +5
Accurate 3D medical segmentation is limited by anatomical variability and high computational costs. While knowledge distillation (KD) offers a route for model compression, conventi…
cs.CV2025
Visual Detector Compression via Location-Aware Discriminant Analysis
Qizhen Lan, Jung Im Choi, Qing Tian
Deep neural networks are powerful, yet their high complexity greatly limits their potential to be deployed on billions of resource-constrained edge devices. Pruning is a crucial ne…