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07/12/2023
The Whole Pathological Slide Classification via Weakly Supervised Learning
Due to its superior efficiency in utilizing annotations and addressing g...
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01/08/2023
Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3D Ultrasound Imaging System
Objective: The objective of this study is to develop a deep-learning bas...
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07/08/2022
Product Segmentation Newsvendor Problems: A Robust Learning Approach
We propose and analyze a product segmentation newsvendor problem, which ...
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05/26/2022
HIRL: A General Framework for Hierarchical Image Representation Learning
Learning self-supervised image representations has been broadly studied ...
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02/01/2022
HCSC: Hierarchical Contrastive Selective Coding
Hierarchical semantic structures naturally exist in an image dataset, in...
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12/01/2021
True or False: Does the Deep Learning Model Learn to Detect Rumors?
It is difficult for humans to distinguish the true and false of rumors, ...
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08/29/2021
DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks
Adversarial training has been proven to be a powerful regularization met...
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10/31/2020