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Deep Learning

Machine Learning

Active Learning in Image Captioning

In this present day and age of smart phones, ipads and other smart devices a digital camera has become an integral part of our daily experience. This combined with our desire to capture moments in images has lead to a vast repository of myriad images on the internet. In this Read more…

By Rajarshi Biswas, 2 years2 years ago
Virtual Reality

Interactive Image Labelling in VR

We present a virtual reality (VR) application that enables interactive image clustering and fine-tuning of a deep neural network by using natural hand gestures. Using a pre-trained AlexNet, we apply PCA and t-SNE dimensionality reduction techniques to project image data sets into the 3D VR space. Resulting spatial clusters of Read more…

By Alexander Prange, 2 years2 years ago
Multimodality

Modelling Visual Attention for Generating an Artificial Episodic Memory

Visual Attention and the Artificial Episodic Memory Recent advances in mobile eye tracking technologies opened the way to design novel attention-aware intelligent user interaction. In particular, the gaze signal can be used to create or improve artificial episodic memories for offline processing, but also real-time processing. We investigate different methods Read more…

By Michael Barz, 3 years2 years ago
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