2 papers
cs.LG2026
BrainDistill: Implantable Motor Decoding with Task-Specific Knowledge Distillation
Yuhan Xie, Jinhan Liu, Xiaoyong Ni +11
Transformer-based neural decoders with large parameter counts, pre-trained on large-scale datasets, have recently outperformed classical machine learning models and small neural ne…
eess.IV2026
POWDR: Pathology-preserving Outpainting with Wavelet Diffusion for 3D MRI
Fei Tan, Ashok Vardhan Addala, Bruno Astuto Arouche Nunes +2
Medical imaging datasets often suffer from class imbalance and limited availability of pathology-rich cases, which constrains the performance of machine learning models for segment…