EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation

Author:

Asiimwe Arnold Caleb1,Das William1,Benmeziane Hadjer2,Maghraoui Kaoutar El3

Affiliation:

1. Columbia University,New York,USA

2. IBM Research Europe,Rüschlikon,Switzerland

3. IBM T. J. Watson Research Center,Yorktown Heights,NY,USA

Publisher

IEEE

Reference39 articles.

1. An Analysis of Deep Neural Network Models for Practical Applications;Canziani;arXiv: 1605.07678 [cs.CV],2017

2. Learning Efficient Object Detection Models with Knowledge Distillation;Chen;Neural Information Processing Systems.

3. Learning Efficient Object Detection Models with Knowledge Distillation;Chen

4. Generating Long Sequences with Sparse Transformers;Child;arXiv: 1904.10509 [cs.LG],2019

5. An Image is Worth 16 × 16 Words: Transformers for Image Recognition at Scale;Dosovitskiy;arXiv: 2010.11929 [cs. CV],2021

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