Search Results for author: Gerhard Weiss

Found 6 papers, 1 papers with code

Biologically Inspired Semantic Lateral Connectivity for Convolutional Neural Networks

1 code implementation20 May 2021 Tonio Weidler, Julian Lehnen, Quinton Denman, Dávid Sebők, Gerhard Weiss, Kurt Driessens, Mario Senden

Lateral connections play an important role for sensory processing in visual cortex by supporting discriminable neuronal responses even to highly similar features.

Can we detect harmony in artistic compositions? A machine learning approach

no code implementations10 Dec 2020 Adam Vandor, Marie van Vollenhoven, Gerhard Weiss, Gerasimos Spanakis

Harmony in visual compositions is a concept that cannot be defined or easily expressed mathematically, even by humans.

BIG-bench Machine Learning

A Neural Attention Model for Adaptive Learning of Social Friends' Preferences

no code implementations29 Jun 2019 Dimitrios Rafailidis, Gerhard Weiss

Furthermore, we study the effect of the proposed social behavioral attention mechanism and show that it is a key factor to our model's performance.

Collaborative Filtering Recommendation Systems

Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering

no code implementations29 Jun 2019 Dimitrios Rafailidis, Gerhard Weiss

In this paper, we propose an adaptive deep learning strategy for cross-domain recommendation, referred to as ADC.

Collaborative Filtering

AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization

no code implementations19 May 2016 Gerasimos Spanakis, Gerhard Weiss

Self-Organizing Map (SOM) is a neural network model which is used to obtain a topology-preserving mapping from the (usually high dimensional) input/feature space to an output/map space of fewer dimensions (usually two or three in order to facilitate visualization).

Clustering

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