Does resistance to Style-Transfer equal Shape Bias? Evaluating Shape Bias by Distorted Shape.
CoRR, 2023
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Context Matters: Cross-Domain Cell Detection in Histopathology Images via Contextual Regularization.
Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023
A Robust Mean Teacher Framework for Semi-Supervised Cell Detection in Histopathology Images.
Proceedings of the Medical Imaging with Deep Learning, 2023
Source-Free Domain Adaptation for Medical Image Segmentation via Selectively Updated Mean Teacher.
Proceedings of the Information Processing in Medical Imaging, 2023
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas.
Proceedings of the International Conference on Machine Learning, 2023
Improved Domain Generalization for Cell Detection in Histopathology Images via Test-Time Stain Augmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022