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07/15/2023
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation
Subjective time-series regression (STR) tasks have gained increasing att...
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02/17/2023
Gaussian-smoothed Imbalance Data Improves Speech Emotion Recognition
In speech emotion recognition tasks, models learn emotional representati...
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02/19/2022
Tripartite: Tackle Noisy Labels by a More Precise Partition
Samples in large-scale datasets may be mislabeled due to various reasons...
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07/27/2021
Unsupervised Outlier Detection using Memory and Contrastive Learning
Outlier detection is one of the most important processes taken to create...
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12/10/2020
Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition
In recent years, speech emotion recognition technology is of great signi...
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09/22/2017
Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data
In psychology, theory-driven researches are usually conducted with exten...
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04/06/2016