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06/22/2022
Feature Re-calibration based MIL for Whole Slide Image Classification
Whole slide image (WSI) classification is a fundamental task for the dia...
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05/19/2022
Demo: A Transparent Antenna System for In-Building Networks
For in-building networks, the potential of transparent antennas, which a...
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03/25/2022
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification
Few-shot classification is a challenging problem that aims to learn a mo...
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12/08/2021
Beam Squint in Ultra-wideband mmWave Systems: RF Lens Array vs. Phase-Shifter-Based Array
In this article, we discuss the potential of radio frequency (RF) lens f...
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10/18/2021
Uncertainty-Aware Semi-Supervised Few Shot Segmentation
Few shot segmentation (FSS) aims to learn pixel-level classification of ...
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10/15/2021
Data Generation using Texture Co-occurrence and Spatial Self-Similarity for Debiasing
Classification models trained on biased datasets usually perform poorly ...
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04/21/2021
A Meta-Learning Approach for Medical Image Registration
Non-rigid registration is a necessary but challenging task in medical im...
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04/06/2021
Self-Supervised Learning based CT Denoising using Pseudo-CT Image Pairs
Recently, Self-supervised learning methods able to perform image denoisi...
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03/26/2021
Mixing-AdaSIN: Constructing a de-biased dataset using Adaptive Structural Instance Normalization and texture Mixing
Following the pandemic outbreak, several works have proposed to diagnose...
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11/19/2020
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation
Segmentation of organs of interest in 3D medical images is necessary for...
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04/27/2020
Demo: MmWave Lens MIMO
In fifth-generation (5G) communication, the RF lens antenna is introduce...
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03/03/2020
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification
Brain-Computer Interfaces (BCI) based on Electroencephalography (EEG) si...
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04/01/2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Quantification of cerebral white matter hyperintensities (WMH) of presum...
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04/15/2016