Date:
2019-05-04 Sat
Category: reading
Detection
- Deep Learning for Generic Object Detection: A Survey
Segmentation
- Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology
Mechanism
- Why do deep convolutional networks generalize sopoorly to small image transformations?
- mixup: BEYOND EMPIRICAL RISK MINIMIZATION
- Bag of Tricks for Image Classification with Convolutional Neural Networks
- Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
- Aggregated Residual Transformations for Deep Neural Networks
Pathology
- PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning
One-shot
- Data augmentation using learned transformations for one-shot medical image segmentation
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