Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning

具有自监督对比学习的双流多实例学习网络用于全切片图像分类.

Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation

多实例不确定性估计的弱监督残差证据学习.

Attention-based Deep Multiple Instance Learning

基于注意力的深度多实例学习.

Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder

使用变分自编码器预测实例和包标签的非独立同分布多实例学习.

Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization

用于实例标签预测和分布外泛化的多实例因果表示学习.

Revisiting Multiple Instance Neural Networks

重新回顾多实例神经网络.