← Search

Yunan Wu

2 accepted papers

2024

Sm: enhanced localization in Multiple Instance Learning for medical imaging classification

NeurIPS 2024poster

Multiple Instance Learning (MIL) is widely used in medical imaging classification to reduce the labeling effort. While only bag labels are available for training, one typically seeks predictions at both bag and instance levels (classification and localization tasks, respectively). Early MIL methods…

2022

Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes

ICASSP 2022accepted

Generative Adversarial Networks (GANs) have shown promise in augmenting datasets and boosting convolutional neural network (CNN) performance on image classification tasks. But they introduce more hyperparameters to tune as well as the need for additional time and computational power to train, supple…

Cited by 0SourceScholar