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12/10/2020
Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization
Deep neural networks have recently led to promising results for the task...
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12/10/2020
Ensemble of Discriminators for Domain Adaptation in Multiple Sound Source 2D Localization
This paper introduces an ensemble of discriminators that improves the ac...
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12/10/2020
Learning Multiple Sound Source 2D Localization
In this paper, we propose novel deep learning based algorithms for multi...
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02/19/2020
Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos
Image-based sports analytics enable automatic retrieval of key events in...
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04/12/2019
Unifying Heterogeneous Classifiers with Distillation
In this paper, we study the problem of unifying knowledge from a set of ...
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08/07/2018
Deep Learning with Predictive Control for Human Motion Tracking
We propose to combine model predictive control with deep learning for th...
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07/18/2018
Experimental Force-Torque Dataset for Robot Learning of Multi-Shape Insertion
Most real-world systems are complex and hard to model accurately. Machin...
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06/22/2018
Focusing on What is Relevant: Time-Series Learning and Understanding using Attention
This paper is a contribution towards interpretability of the deep learni...
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08/16/2017
