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01/02/2023
Dynamically Modular and Sparse General Continual Learning
Real-world applications often require learning continuously from a strea...
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10/07/2022
AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency Quantifying Road Damage
Road infrastructure maintenance inspection is typically a labor-intensiv...
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07/14/2022
Adversarial Attacks on Monocular Pose Estimation
Advances in deep learning have resulted in steady progress in computer v...
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02/07/2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics
The advent of autonomous driving and advanced driver assistance systems ...
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01/21/2022
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks
Convolutional Neural Networks (CNNs), architectures consisting of convol...
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06/06/2021
Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs
Convolutional neural networks (CNNs) have become commonplace in addressi...
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03/03/2021