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08/28/2023
Efficient and Accurate Tree Detection from 3D Point Clouds through Paid Crowdsourcing
Accurate tree detection is of growing importance in applications such as...
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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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06/09/2023
Weight Re-Mapping for Variational Quantum Algorithms
Inspired by the remarkable success of artificial neural networks across ...
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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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01/18/2023
Learning to Participate through Trading of Reward Shares
Enabling autonomous agents to act cooperatively is an important step to ...
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01/04/2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under State Uncertainty
State uncertainty poses a major challenge for decentralized coordination...
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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
VoronoiPatches: Evaluating A New Data Augmentation Method
Overfitting is a problem in Convolutional Neural Networks (CNN) that cau...
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12/14/2021
Quantifying Multimodality in World Models
Model-based Deep Reinforcement Learning (RL) assumes the availability of...
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02/10/2021