Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation 事件

Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation arXiv:2605.26382v1 Announce Type: new Abstract: Deploying high-performing 3D medical image segmenters (e.g., nnU-Net) is often limited by memory footprint and inference latency. Compression is therefore necessary, but compact 3D encoders tend to lose fine structural cues (small lesions and sharp boundaries) as downsampling repeats across multi-resolution stages. We propose Detail Consistent Distillation (DCD), a stage-w