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06/28/2023
Improving Primate Sounds Classification using Binary Presorting for Deep Learning
In the field of wildlife observation and conservation, approaches involv...
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01/18/2023
Compression of GPS Trajectories using Autoencoders
The ubiquitous availability of mobile devices capable of location tracki...
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12/20/2022
Visual Transformers for Primates Classification and Covid Detection
We apply the vision transformer, a deep machine learning model build aro...
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12/20/2022
Constructing Organism Networks from Collaborative Self-Replicators
We introduce organism networks, which function like a single neural netw...
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12/20/2022
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks
Common to all different kinds of recurrent neural networks (RNNs) is the...
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12/20/2022
VoronoiPatches: Evaluating A New Data Augmentation Method
Overfitting is a problem in Convolutional Neural Networks (CNN) that cau...
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06/12/2022
Case-Based Inverse Reinforcement Learning Using Temporal Coherence
Providing expert trajectories in the context of Imitation Learning is of...
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12/11/2020
Analysis of Feature Representations for Anomalous Sound Detection
In this work, we thoroughly evaluate the efficacy of pretrained neural n...
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12/11/2020
Acoustic Leak Detection in Water Networks
In this work, we present a general procedure for acoustic leak detection...
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08/11/2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
In many fields of research, labeled datasets are hard to acquire. This i...
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06/05/2020
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning
In industrial applications, the early detection of malfunctioning factor...
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05/25/2020
Policy Entropy for Out-of-Distribution Classification
One critical prerequisite for the deployment of reinforcement learning s...
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04/11/2020
Trajectory annotation using sequences of spatial perception
In the near future, more and more machines will perform tasks in the vic...
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07/30/2019
Soccer Team Vectors
In this work we present STEVE - Soccer TEam VEctors, a principled approa...
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07/05/2019