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514 results
  • Guided Attention Inference Network. [Journal Article]
  • ITIEEE Trans Pattern Anal Mach Intell 2019 Jun 07
  • Li K, Wu Z, … Fu Y
  • With only coarse labels, weakly supervised learning typically uses top-down attention maps generated by back-propagating gradients as priors for tasks such as object localization and semantic segment…
  • Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction. [Journal Article]
  • MPMed Phys 2019 May 27
  • Wu D, Kim K, Li Q
  • CONCLUSIONS: We proposed a training-time computationally efficient neural network for CT image reconstruction. The proposed method achieved comparable image quality with state-of-the-art neural network for CT reconstruction, with significantly reduced memory and time requirement during training. The proposed method is applicable to 3D image reconstruction problems such as cone-beam CT and tomosynthesis on mainstream GPUs. This article is protected by copyright. All rights reserved.
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