Mihai Gabriel Constantin

About Mihai Gabriel Constantin

Mihai Gabriel Constantin, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Universitatea Politehnica din Bucuresti, specializes in the field of Multimedia Processing, Deep Learning, Neural Networks, Ensemble Learning, Fusion.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation

Overview of the mediaeval 2023 predicting video memorability task

Assessing the difficulty of predicting media memorability

Overview of imagecleffusion 2023 task-testing ensembling methods in diverse scenarios

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications

AIMultimediaLab at MediaEval 2023: Studying the Generalization of Media Memorability Methods.

Aimultimedialab at mediaeval 2022: Predicting media memorability using video vision transformers and augmented memorable moments

Overview of Open Dataset Sessions and Benchmarking Competitions in 2021

Mihai Gabriel Constantin Information

University

Position

___

Citations(all)

672

Citations(since 2020)

636

Cited By

203

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

19

i10Index(since 2020)

18

Email

University Profile Page

Universitatea Politehnica din Bucuresti

Google Scholar

View Google Scholar Profile

Mihai Gabriel Constantin Skills & Research Interests

Multimedia Processing

Deep Learning

Neural Networks

Ensemble Learning

Fusion

Top articles of Mihai Gabriel Constantin

Title

Journal

Author(s)

Publication Date

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation

arXiv preprint arXiv:2404.00114

Liviu-Daniel Ştefan

Dan-Cristian Stanciu

Mihai Dogariu

Mihai Gabriel Constantin

Andrei Cosmin Jitaru

...

2024/3/29

Overview of the mediaeval 2023 predicting video memorability task

Proc. of the MediaEval 2023 Workshop, Amsterdam, The Netherlands and Online

Mihai Gabriel Constantin

Claire-Hélène Demarty

Camilo Fosco

A García Seco de Herrera

S Halder

...

2024

Assessing the difficulty of predicting media memorability

Mihai Gabriel Constantin

Mihai Dogariu

Andrei Cosmin Jitaru

Bogdan Ionescu

2023/9/20

Overview of imagecleffusion 2023 task-testing ensembling methods in diverse scenarios

Experimental IR Meets Multilinguality, Multimodality, and Interaction. CEUR Workshop Proceedings, CEUR-WS. org, Thessaloniki, Greece

Liviu-Daniel Ştefan

Mihai Gabriel Constantin

Mihai Dogariu

Bogdan Ionescu

2023/9/18

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications

Bogdan Ionescu

Henning Müller

Ana Maria Drăgulinescu

Adrian Popescu

Ahmad Idrissi-Yaghir

...

2023/3/16

AIMultimediaLab at MediaEval 2023: Studying the Generalization of Media Memorability Methods.

Mihai Gabriel Constantin

Bogdan Ionescu

2023

Aimultimedialab at mediaeval 2022: Predicting media memorability using video vision transformers and augmented memorable moments

Working Notes Proceedings of the MediaEval 2022 Workshop

Mihai Gabriel Constantin

Bogdan Ionescu

2023

Overview of Open Dataset Sessions and Benchmarking Competitions in 2021

ACM SIGMultimedia Records

Mihai Gabriel Constantin

Karel Fliegel

Maria Torres Vega

2022/12/22

MediaEval multimedia evaluation benchmark: tenth anniversary and counting

ACM SIGMultimedia Records

Mihai Gabriel Constantin

Steven Hicks

Martha Larson

Ngoc-Thanh Nguyen

2022/7/11

Overview of the ImageCLEF 2022

Bogdan Ionescu

Henning Müller

Renaud Péteri

Johannes Rückert

Asma Ben Abacha

...

2022

Dataset Column: Overview, Scope and Call for Contributions

Mihai Gabriel Constantin

Karel Fliegel

Maria Torres Vega

2022/12/22

Two-stage spatio-temporal vision transformer for the detection of violent scenes

Mihai Gabriel Constantin

Bogdan Ionescu

2022/6/16

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

Alba G Seco de Herrera

Bogdan Ionescu

Henning Müller

Renaud Péteri

Asma Ben Abacha

...

2022/4/5

Overview of the MediaEval 2022 predicting video memorability task

arXiv preprint arXiv:2212.06516

Lorin Sweeney

Mihai Gabriel Constantin

Claire-Hélène Demarty

Camilo Fosco

Alba G Seco de Herrera

...

2022/12/13

Overview of ImageCLEFfusion 2022 Task-Ensembling Methods for Media Interestingness Prediction and Result Diversification.

Liviu-Daniel Stefan

Mihai Gabriel Constantin

Mihai Dogariu

Bogdan Ionescu

2022

Experiences from the MediaEval Predicting Media Memorability Task

arXiv preprint arXiv:2212.03955

Alba García Deco de Herrera

Mihai Gabriel Constantin

Chaire-Hélène Demarty

Camilo Fosco

Sebastian Halder

...

2022/12/7

Exploring deep fusion ensembling for automatic visual interestingness prediction

Human Perception of Visual Information: Psychological and Computational Perspectives

Mihai Gabriel Constantin

Liviu-Daniel Ştefan

Bogdan Ionescu

2022

Overview of the ImageCLEF 2022: Multimedia retrieval in medical, social media and nature applications

Bogdan Ionescu

Henning Müller

Renaud Péteri

Johannes Rückert

Asma Ben Abacha

...

2022/8/25

Using Vision Transformers and Memorable Moments for the Prediction of Video Memorability.

Mihai Gabriel Constantin

Bogdan Ionescu

2021

Overview of the 2021 ImageCLEFdrawnUI Task: Detection and Recognition of Hand Drawn and Digital Website UIs.

Raul Berari

Andrei Tauteanu

Dimitri Fichou

Paul Brie

Mihai Dogariu

...

2021

See List of Professors in Mihai Gabriel Constantin University(Universitatea Politehnica din Bucuresti)

Co-Authors

H-index: 73
Alan F. Smeaton MRIA FIEEE PFHEA FAAIA

Alan F. Smeaton MRIA FIEEE PFHEA FAAIA

Dublin City University

H-index: 52
Markus Schedl

Markus Schedl

Johannes Kepler Universität Linz

H-index: 37
Sebastian Halder

Sebastian Halder

University of Essex

H-index: 36
Paolo Cremonesi

Paolo Cremonesi

Politecnico di Milano

H-index: 34
Bogdan Ionescu

Bogdan Ionescu

Universitatea Politehnica din Bucuresti

H-index: 27
Alba García Seco de Herrera

Alba García Seco de Herrera

University of Essex

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