research
∙
02/02/2021
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search
In this research work we present CLIP-GLaSS, a novel zero-shot framework...
share
research
∙
04/08/2020
Solving the scalarization issues of Advantage-based Reinforcement Learning Algorithms
In this paper we investigate some of the issues that arise from the scal...
research
∙
07/16/2019
Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors
In Turkey the increasing tension, due to the presence of 3.4 million Syr...
research
∙
05/16/2019
Formal derivation of Mesh Neural Networks with their Forward-Only gradient Propagation
This paper proposes the Mesh Neural Network (MNN), a novel architecture ...
research
∙
02/05/2019
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy
The analysis of credit card transactions allows gaining new insights int...
research
∙
01/09/2019
Using stigmergy as a computational memory in the design of recurrent neural networks
In this paper, a novel architecture of Recurrent Neural Network (RNN) is...
research
∙
10/26/2018
Using stigmergy to incorporate the time into artificial neural networks
A current research trend in neurocomputing involves the design of novel ...
research
∙
10/18/2018
Urban Swarms: A new approach for autonomous waste management
Modern cities are growing ecosystems that face new challenges due to the...
research
∙
04/16/2018
A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage
A key aspect of a sustainable urban transportation system is the effecti...
research
∙
04/12/2017
Stigmergy-based modeling to discover urban activity patterns from positioning data
Positioning data offer a remarkable source of information to analyze cro...
research
∙
10/21/2015