Search Results for author: Jonas Bokstaller

Found 4 papers, 0 papers with code

Fast Single-Core K-Nearest Neighbor Graph Computation

no code implementations13 Dec 2021 Dan Kluser, Jonas Bokstaller, Samuel Rutz, Tobias Buner

The restriction to the l2-distance metric allows for the use of blocked distance evaluations which significantly increase performance for high dimensional datasets.

Segmentation of Roads in Satellite Images using specially modified U-Net CNNs

no code implementations29 Sep 2021 Jonas Bokstaller, Yihang She, Zhehan Fu, Tommaso Macrì

The image classification problem has been deeply investigated by the research community, with computer vision algorithms and with the help of Neural Networks.

Data Augmentation Image Classification

Model Bias in NLP -- Application to Hate Speech Classification using transfer learning techniques

no code implementations20 Sep 2021 Aygul Zagidullina, Georgios Patoulidis, Jonas Bokstaller

In this paper, a BERT based neural network model is applied to the JIGSAW data set in order to create a model identifying hateful and toxic comments (strictly seperated from offensive language) in online social platforms (English language), in this case Twitter.

Transfer Learning

Dynamic Gesture Recognition

no code implementations20 Sep 2021 Jonas Bokstaller, Costanza Maria Improta

The Human-Machine Interaction (HMI) research field is an important topic in machine learning that has been deeply investigated thanks to the rise of computing power in the last years.

BIG-bench Machine Learning Data Augmentation +1

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