Computer Science | Neurology How well do models of visual cortex generalize to out of distribution samples? May 31, 2024
Oncology | Radiology | Urology LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations. April 10, 2024
Artificial Intelligence | Computer Science Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI. February 19, 2024
Other Going Deeper, Generalizing Better: An Information-Theoretic View for Deep Learning. August 16, 2023
Bioinformatics | Genomics EvoAug: improving generalization and interpretability of genomic deep neural networks with evolution-inspired data augmentations. May 4, 2023
Radiology Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning. April 4, 2023
Other MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams. February 22, 2023
Oncology | Radiology The stability of oncologic MRI radiomic features and the potential role of deep learning: a review. March 24, 2022
Computer Science | Machine Learning A Survey of Deep Network Techniques All Classifiers Can Adopt. September 29, 2021