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08/15/2023
Real-time Automatic M-mode Echocardiography Measurement with Panel Attention from Local-to-Global Pixels
Motion mode (M-mode) recording is an essential part of echocardiography ...
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05/12/2023
To transfer or not transfer: Unified transferability metric and analysis
In transfer learning, transferability is one of the most fundamental pro...
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10/08/2022
EDU-level Extractive Summarization with Varying Summary Lengths
Extractive models usually formulate text summarization as extracting top...
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07/15/2022
Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification
Deep learning-based melanoma classification with dermoscopic images has ...
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02/10/2022
DDA3C: Cooperative Distributed Deep Reinforcement Learning in A Group-Agent System
It can largely benefit the reinforcement learning process of each agent ...
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06/10/2021
Multiple Dynamic Pricing for Demand Response with Adaptive Clustering-based Customer Segmentation in Smart Grids
In this paper, we propose a realistic multiple dynamic pricing approach ...
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03/15/2021
UPANets: Learning from the Universal Pixel Attention Networks
Among image classification, skip and densely-connection-based networks h...
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02/16/2021
Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation
Data augmentation methods have been shown to be a fundamental technique ...
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10/28/2020
Evaluating data augmentation for financial time series classification
Data augmentation methods in combination with deep neural networks have ...
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02/28/2019
A novel dynamic asset allocation system using Feature Saliency Hidden Markov models for smart beta investing
The financial crisis of 2008 generated interest in more transparent, rul...
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12/18/2016