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09/21/2023
Face Identity-Aware Disentanglement in StyleGAN
Conditional GANs are frequently used for manipulating the attributes of ...
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10/11/2022
Computer Vision based inspection on post-earthquake with UAV synthetic dataset
The area affected by the earthquake is vast and often difficult to entir...
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06/28/2022
SLOVA: Uncertainty Estimation Using Single Label One-Vs-All Classifier
Deep neural networks present impressive performance, yet they cannot rel...
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06/16/2022
Continual Learning with Guarantees via Weight Interval Constraints
We introduce a new training paradigm that enforces interval constraints ...
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06/21/2021
Hard hat wearing detection based on head keypoint localization
In recent years, a lot of attention is paid to deep learning methods in ...
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06/09/2021
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks
The problem of reducing processing time of large deep learning models is...
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06/17/2020
Adversarial Examples Detection and Analysis with Layer-wise Autoencoders
We present a mechanism for detecting adversarial examples based on data ...
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04/26/2020
Transfer learning for leveraging computer vision in infrastructure maintenance
Monitoring the technical condition of infrastructure is a crucial elemen...
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04/17/2020
Finding the Optimal Network Depth in Classification Tasks
We develop a fast end-to-end method for training lightweight neural netw...
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05/30/2019
One-element Batch Training by Moving Window
Several deep models, esp. the generative, compare the samples from two d...
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02/20/2019