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01/23/2023
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era
Heart sound auscultation has been demonstrated to be beneficial in clini...
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11/15/2022
A Comparative Study of Question Answering over Knowledge Bases
Question answering over knowledge bases (KBQA) has become a popular appr...
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11/11/2022
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction
Advances in deep neural network (DNN) architectures have enabled new pre...
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10/26/2022
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning
Speech emotion recognition (SER) has been a popular research topic in hu...
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10/26/2022
Fast Yet Effective Speech Emotion Recognition with Self-distillation
Speech emotion recognition (SER) is the task of recognising human's emot...
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09/06/2022
A Survey of Machine Unlearning
Computer systems hold a large amount of personal data over decades. On t...
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07/17/2022
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs
The propagation of rumours on social media poses an important threat to ...
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05/13/2022
Detecting Rumours with Latency Guarantees using Massive Streaming Data
Today's social networks continuously generate massive streams of data, w...
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03/30/2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Respiratory sound classification is an important tool for remote screeni...
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12/17/2021
Link-Intensive Alignment for Incomplete Knowledge Graphs
Knowledge graph (KG) alignment - the task of recognizing entities referr...
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10/07/2021