Search Results for author: Emily Wen

Found 3 papers, 2 papers with code

CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation

1 code implementation21 Feb 2021 Soham Gadgil, Mark Endo, Emily Wen, Andrew Y. Ng, Pranav Rajpurkar

Medical image segmentation models are typically supervised by expert annotations at the pixel-level, which can be expensive to acquire.

Image Segmentation Knowledge Distillation +3

How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference

1 code implementation30 Mar 2020 Tai Vu, Emily Wen, Roy Nehoran

The challenge of speeding up deep learning models during the deployment phase has been a large, expensive bottleneck in the modern tech industry.

Network Pruning

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