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Knowledge Engineering Seminar
Student blogposts about research papers on artificial intelligence and machine learning.
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Paired Open-Ended Trailblazer (POET)
Paired Open-Ended Trailblazer (POET)
Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions
Jaroslav Urban
May 22, 2020
Center and Scale Prediction for pedestrian detection
Center and Scale Prediction for pedestrian detection
This post is focused on the problem of computer vision called pedestrian detection, looks at three families of the pedestrian detection…
Adam Jirovský
May 20, 2020
BERT: Google’s bidirectional transformer
BERT: Google’s bidirectional transformer
It is commonly known that machine translation, text summarization or other natural language processing (NLP) tasks are quite challenging…
Jan Perina
May 20, 2020
Evaluating Probabilistic Classifier: ROC and PR(G) Curves
Evaluating Probabilistic Classifier: ROC and PR(G) Curves
Evaluation of classification performance commonly shrinks to reporting accuracy, precision, recall or F1 scores. However, these metrics do…
Jan Lukány
May 20, 2020
Data augmentation using GAN
Data augmentation using GAN
Machine learning models require for their training a vast amount of data that we not always have. One possible solution would be to…
Iveta Šárfyová
May 2, 2020
Context Encoder — Image inpainting using GAN
Context Encoder — Image inpainting using GAN
Context Encoder [1] is an architecture used for image inpainting, which has proved to have a high potential and was used as a foundation…
Tomáš Halama
May 2, 2020
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
Attempt to explain PPGN in 15 minutes or less
Jan Maděra
Apr 28, 2020
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