Search Results for author: Ajay Chawda

Found 2 papers, 2 papers with code

Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings

1 code implementation25 Oct 2022 Ajay Chawda, Stefanie Grimm, Marius Kloft

As One Hot encoding of high cardinal dataset invokes the "curse of dimensionality", we experiment with GEL encoding and embedding layer for representing categorical attributes.

Contrastive Learning Density Estimation +1

Dimensionality of datasets in object detection networks

1 code implementation13 Oct 2022 Ajay Chawda, Axel Vierling, Karsten Berns

In recent years, convolutional neural networks (CNNs) are used in a large number of tasks in computer vision.

Autonomous Driving Object +2

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