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02/15/2023
Reinforcement Learning Based Power Grid Day-Ahead Planning and AI-Assisted Control
The ongoing transition to renewable energy is increasing the share of fl...
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11/10/2022
Power Grid Congestion Management via Topology Optimization with AlphaZero
The energy sector is facing rapid changes in the transition towards clea...
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09/29/2020
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
Reinforcement Learning algorithms require a large number of samples to s...
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07/03/2019
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification
Convolutional Neural Networks (CNNs) have had great success in many mach...
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06/26/2019
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Connecting large libraries of digitized audio recordings to their corres...
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02/12/2019
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies
There has been a rapid growth of digitally available music data, includi...
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09/15/2018
Attention as a Perspective for Learning Tempo-invariant Audio Queries
Current models for audio--sheet music retrieval via multimodal embedding...
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07/17/2018
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game
Score following is the process of tracking a musical performance (audio)...
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05/24/2018
A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership
Automated music playlist continuation is a common task of music recommen...
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11/10/2017
Deep Within-Class Covariance Analysis for Acoustic Scene Classification
Within-Class Covariance Normalization (WCCN) is a powerful post-processi...
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08/07/2017
Aktuelle Entwicklungen in der Automatischen Musikverfolgung
In this paper we present current trends in real-time music tracking (a.k...
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07/31/2017
Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment
This work addresses the problem of matching short excerpts of audio with...
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06/20/2017
A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification
In Acoustic Scene Classification (ASC) two major approaches have been fo...
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12/15/2016