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07/20/2023
Cross-Corpus Multilingual Speech Emotion Recognition: Amharic vs. Other Languages
In a conventional Speech emotion recognition (SER) task, a classifier fo...
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05/05/2022
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation
While achieving remarkable success for medical image segmentation, deep ...
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01/29/2022
A Deep CNN Architecture with Novel Pooling Layer Applied to Two Sudanese Arabic Sentiment Datasets
Arabic sentiment analysis has become an important research field in rece...
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01/20/2022
Kinit Classification in Ethiopian Chants, Azmaris and Modern Music: A New Dataset and CNN Benchmark
In this paper, we create EMIR, the first-ever Music Information Retrieva...
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01/07/2022
A New Amharic Speech Emotion Dataset and Classification Benchmark
In this paper we present the Amharic Speech Emotion Dataset (ASED), whic...
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01/16/2020
Stream-Flow Forecasting of Small Rivers Based on LSTM
Stream-flow forecasting for small rivers has always been of great import...
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08/17/2019
Multi-Kernel Filtering: An Extension of Bilateral Filtering Using Image Context
Bilateral filtering is one of the most classical denoising filters. Howe...
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06/07/2019
DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks
Parcellation of whole-brain tractography streamlines is an important ste...
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02/24/2019
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning
In this paper, we investigate the task of aggregating search results fro...
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11/03/2018
Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning
In this paper we address a task of relation mention extraction from nois...
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09/17/2018
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning
Ranking is a fundamental and widely studied problem in scenarios such as...
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08/24/2018
Reinforcement Learning for Relation Classification from Noisy Data
Existing relation classification methods that rely on distant supervisio...
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12/13/2017
Software Engineering Solutions To Support Vertical Transportation
In this paper we introduce the core results of the project on visualisat...
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04/23/2014