4.4k citations · 4.8k across the 50 of their papers we have counts for
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DeepStay: Stay Region Extraction from Location Trajectories using Weak Supervision
Christian Löwens, Daniela Thyssens, Emma Andersson +2
Nowadays, mobile devices enable constant tracking of the user's position and location trajectories can be used to infer personal points of interest (POIs) like homes, workplaces, o…
Phantom Embeddings: Using Embedding Space for Model Regularization in Deep Neural Networks
Mofassir ul Islam Arif, Mohsan Jameel, Josif Grabocka +1
The strength of machine learning models stems from their ability to learn complex function approximations from data; however, this strength also makes training deep neural networks…
Directly Optimizing IoU for Bounding Box Localization
Mofassir ul Islam Arif, Mohsan Jameel, Lars Schmidt-Thieme
Object detection has seen remarkable progress in recent years with the introduction of Convolutional Neural Networks (CNN). Object detection is a multi-task learning problem where…