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12/07/2022
Towards Explainable Motion Prediction using Heterogeneous Graph Representations
Motion prediction systems aim to capture the future behavior of traffic ...
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10/28/2022
Towards Trustworthy Multi-Modal Motion Prediction: Evaluation and Interpretability
Predicting the motion of other road agents enables autonomous vehicles t...
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08/24/2022
GAN-based generative modelling for dermatological applications – comparative study
The lack of sufficiently large open medical databases is one of the bigg...
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06/30/2022
The (de)biasing effect of GAN-based augmentation methods on skin lesion images
New medical datasets are now more open to the public, allowing for bette...
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04/14/2022
Open Source HamNoSys Parser for Multilingual Sign Language Encoding
This paper presents our recent developments in the field of automatic pr...
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03/15/2022
Self-Normalized Density Map (SNDM) for Counting Microbiological Objects
The statistical properties of the density map (DM) approach to counting ...
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11/06/2021
Generation of microbial colonies dataset with deep learning style transfer
We introduce an effective strategy to generate a synthetic dataset of mi...
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10/01/2021
gnlse-python: Open Source Software to Simulate Nonlinear Light Propagation In Optical Fibers
The propagation of pulses in optical fibers is described by the generali...
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09/04/2021
Modelling Arbitrary Complex Dielectric Properties – an automated implementation for gprMax
There is a need to accurately simulate materials with complex electromag...
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08/23/2021
Deep neural networks approach to microbial colony detection – a comparative analysis
Counting microbial colonies is a fundamental task in microbiology and ha...
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08/03/2021
AGAR a microbial colony dataset for deep learning detection
The Annotated Germs for Automated Recognition (AGAR) dataset is an image...
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05/12/2021