Exploring deep fusion ensembling for automatic visual interestingness prediction

MG Constantin, LD Ştefan, B Ionescu - Human Perception of Visual …, 2022 - Springer
In the context of the ever growing quantity of multimedia content from social, news and
educational platforms, generating meaningful recommendations and ratings now requires a …

[PDF][PDF] AIMultimediaLab at ImageCLEFfusion 2022: DeepFusion Methods for Ensembling in Diverse Scenarios.

MG Constantin, LD Stefan, M Dogariu… - CLEF (Working …, 2022 - researchgate.net
The ImageCLEFfusion task addresses the challenging task of creating ensembling schemes
and algorithms for fusing a large set of inducers in two particular scenarios: a regression …

[PDF][PDF] Ensembled Approach for Web Search Result Diversification Using Neural Networks.

S Sriram, M Mahalingam, SA Naseer, S Hameed… - CLEF (Working …, 2022 - ceur-ws.org
Result diversification provides a broader view of a topic, while maximizing the chances of
retrieving relevant information. It avoids the bias in results, thus improving the user …

Imageclef 2022: multimedia retrieval in medical, nature, fusion, and internet applications

AGS de Herrera, B Ionescu, H Müller, R Péteri… - … on Information Retrieval, 2022 - Springer
ImageCLEF s part of the Conference and Labs of the Evaluation Forum (CLEF) since 2003.
CLEF 2022 will take place in Bologna, Italy. ImageCLEF is an ongoing evaluation initiative …

Raising User Awareness about the Consequences of Online Photo Sharing

H Schindler, A Popescu, K Nguyen… - Proceedings of the …, 2023 - dl.acm.org
Online social networks use AI techniques to automatically infer profiles from users' shared
data. However, these inferences and their effects remain, to a large extent, opaque to the …

[PDF][PDF] INDUCER SELECTION PRINCIPLES FOR DEEPFUSION SYSTEMS

MG CONSTANTIN, S Liviu-Daniel, BI TEFAN - gconstantin.aimultimedialab.ro
The current landscape of ensemble learning or late fusion approaches is dominated by
methods that employ a very low number of inducer systems, while using traditional …

[PDF][PDF] POLITEHNICA UNIVERSITY OF BUCHAREST

ELD STEFAN - docs.upb.ro
The era of big data presents an important challenge for data analysis, processing and
learning, as information become available in such a volume. In this context, images, video …

[PDF][PDF] REZUMAT TEZĂ DE DOCTORAT

MG CONSTANTIN - upb.ro
2.1 Taxonomie și definiții 4 2.2 Înțelegerea umană a proprietăților subiective ale datelor
multimedia 5 2.3 Baze de date și studii pe utilizatori 5 2.4 Metode computaţionale 6 2.4. 1 …