LAPI @ 2016 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. - Bogdan Boteanu; Mihai Gabriel Constantin; Bogdan Ionescu (MediaEval, 2016)

LAPI at MediaEval 2016 Predicting Media Interestingness Task. - Mihai Gabriel Constantin; Bogdan Boteanu; Bogdan Ionescu (MediaEval, 2016)

Predicting Interestingness of Visual Content. - Claire-Hélène Demarty; Mats Sjöberg; Mihai Gabriel Constantin; Ngoc Q. K. Duong; Bogdan Ionescu; Thanh-Toan Do; Hanli Wang (Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017)

LAPI @ 2017 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. - Bogdan Boteanu; Mihai Gabriel Constantin; Bogdan Ionescu (MediaEval, 2017)

LAPI at MediaEval 2017 - Predicting Media Interestingness. - Mihai Gabriel Constantin; Bogdan Andrei Boteanu; Bogdan Ionescu (MediaEval, 2017)

Innovative Multi Pcnn Based Network for Green Area Monitoring - Identification and Description of Nearly Indistinguishable Areas - In Hyperspectral Satellite Images. - Serban-Vasile Carata; Mihai Gabriel Constantin; Veta Ghenescu; Mihai Chindea; Marian Ghenescu (IGARSS, 2018)

The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content. - Yashar Deldjoo; Mihai Gabriel Constantin; Athanasios Dritsas; Bogdan Ionescu; Markus Schedl (MediaEval, 2018)

MMTF-14K: a multifaceted movie trailer feature dataset for recommendation and retrieval. - Yashar Deldjoo; Mihai Gabriel Constantin; Bogdan Ionescu; Markus Schedl; Paolo Cremonesi (MMSys, 2018)

Audio-visual encoding of multimedia content for enhancing movie recommendations. - Yashar Deldjoo; Mihai Gabriel Constantin; Hamid Eghbal-Zadeh; Bogdan Ionescu; Markus Schedl; Paolo Cremonesi (RecSys, 2018)

The Predicting Media Memorability Task at MediaEval 2019. - Mihai Gabriel Constantin; Bogdan Ionescu; Claire-Hélène Demarty; Ngoc Q. K. Duong; Xavier Alameda-Pineda; Mats Sjöberg (MediaEval, 2019)

Using Aesthetics and Action Recognition-Based Networks for the Prediction of Media Memorability. - Mihai Gabriel Constantin; Chen Kang; Gabriela Dinu; Frédéric Dufaux; Giuseppe Valenzise; Bogdan Ionescu (MediaEval, 2019)

Computational Understanding of Visual Interestingness Beyond Semantics: Literature Survey and Analysis of Covariates. - Mihai Gabriel Constantin; Miriam Redi; Gloria Zen; Bogdan Ionescu (ACM Comput. Surv., 2019)

Movie genome: alleviating new item cold start in movie recommendation. - Yashar Deldjoo; Maurizio Ferrari Dacrema; Mihai Gabriel Constantin; Hamid Eghbal-zadeh; Stefano Cereda; Markus Schedl; Bogdan Ionescu; Paolo Cremonesi (User Model. User Adapt. Interact., 2019)

Overview of the 2020 ImageCLEFdrawnUI Task: Detection and Recognition of Hand Drawn Website UIs. - Dimitri Fichou; Raul Berari; Paul Brie; Mihai Dogariu; Liviu-Daniel Stefan; Mihai Gabriel Constantin; Bogdan Ionescu (CLEF (Working Notes), 2020)

Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. - Bogdan Ionescu; Henning Müller; Renaud Péteri; Asma Ben Abacha; Vivek V. Datla; Sadid A. Hasan; Dina Demner-Fushman; Serge Kozlovski; Vitali Liauchuk; Yashin Dicente Cid; Vassili Kovalev; Obioma Pelka; et al. (CLEF, 2020)

ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. - Bogdan Ionescu; Henning Müller; Renaud Péteri; Duc-Tien Dang-Nguyen; Liting Zhou; Luca Piras 001; Michael Riegler 001; Pål Halvorsen; Minh-Triet Tran; Mathias Lux; Cathal Gurrin; Jon Chamberlain; et al. (ECIR (2), 2020)

Human-Object Interaction: Application to Abandoned Luggage Detection in Video Surveillance Scenarios. - Mihai Dogariu; Liviu-Daniel Stefan; Mihai Gabriel Constantin; Bogdan Ionescu (COMM, 2020)

Deep Learning-based Person Search with Visual Attention Embedding. - Liviu-Daniel Stefan; Seila Abdulamit; Mihai Dogariu; Mihai Gabriel Constantin; Bogdan Ionescu (COMM, 2020)

Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? - Alba García Seco de Herrera; Rukiye Savran Kiziltepe; Jon Chamberlain; Mihai Gabriel Constantin; Claire-Hélène Demarty; Faiyaz Doctor; Bogdan Ionescu; Alan F. Smeaton (MediaEval, 2020)

System Fusion with Deep Ensembles. - Liviu-Daniel Stefan; Mihai Gabriel Constantin; Bogdan Ionescu (ICMR, 2020)

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; Liviu-Daniel Stefan; Mihai Gabriel Constantin; Bogdan Ionescu (CLEF (Working Notes), 2021)

Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. - Bogdan Ionescu; Henning Müller; Renaud Péteri; Asma Ben Abacha; Mourad Sarrouti; Dina Demner-Fushman; Sadid A. Hasan; Serge Kozlovski; Vitali Liauchuk; Yashin Dicente Cid; Vassili Kovalev; Obioma Pelka; et al. (CLEF, 2021)

The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. - Bogdan Ionescu; Henning Müller; Renaud Péteri; Asma Ben Abacha; Dina Demner-Fushman; Sadid A. Hasan; Mourad Sarrouti; Obioma Pelka; Christoph M. Friedrich; Alba Garcia Seco de Herrera; Janadhip Jacutprakart; Vassili Kovalev; et al. (ECIR (2), 2021)

Using Vision Transformers and Memorable Moments for the Prediction of Video Memorability. - Mihai Gabriel Constantin; Bogdan Ionescu (MediaEval, 2021)

Overview of The MediaEval 2021 Predicting Media Memorability Task. - Rukiye Savran Kiziltepe; Mihai Gabriel Constantin; Claire-Hélène Demarty; Graham Healy; Camilo Fosco; Alba García Seco de Herrera; Sebastian Halder 001; Bogdan Ionescu; Ana Matran-Fernandez; Alan F. Smeaton; Lorin Sweeney (MediaEval, 2021)

DeepFusion: Deep Ensembles for Domain Independent System Fusion. - Mihai Gabriel Constantin; Liviu-Daniel Stefan; Bogdan Ionescu (MMM (1), 2021)

An Annotated Video Dataset for Computing Video Memorability. - Rukiye Savran Kiziltepe; Lorin Sweeney; Mihai Gabriel Constantin; Faiyaz Doctor; Alba Garcia Seco de Herrera; Claire-Hélène Demarty; Graham Healy; Bogdan Ionescu; Alan F. Smeaton (CoRR, 2021)

Visual Interestingness Prediction: A Benchmark Framework and Literature Review. - Mihai Gabriel Constantin; Liviu-Daniel Stefan; Bogdan Ionescu; Ngoc Q. K. Duong; Claire-Hélène Demarty; Mats Sjöberg (Int. J. Comput. Vis., 2021)

AIMultimediaLab at ImageCLEFfusion 2022: DeepFusion Methods for Ensembling in Diverse Scenarios. - Mihai Gabriel Constantin; Liviu-Daniel Stefan; Mihai Dogariu; Bogdan Ionescu (CLEF (Working Notes), 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; Alba Garcia Seco de Herrera; Christoph M. Friedrich; Louise Bloch; Raphael Brüngel; Ahmad Idrissi-Yaghir; Henning Schäfer; Serge Kozlovski; et al. (CLEF, 2022)

Overview of ImageCLEFfusion 2022 Task - Ensembling Methods for Media Interestingness Prediction and Result Diversification. - Liviu-Daniel Stefan; Mihai Gabriel Constantin; Mihai Dogariu; Bogdan Ionescu (CLEF (Working Notes), 2022)

ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications. - Alba Garcia Seco de Herrera; Bogdan Ionescu; Henning Müller; Renaud Péteri; Asma Ben Abacha; Christoph M. Friedrich; Johannes Rückert; Louise Bloch; Raphael Brüngel; Ahmad Idrissi-Yaghir; Henning Schäfer; Serge Kozlovski; et al. (ECIR (2), 2022)

Two-Stage Spatio- Temporal Vision Transformer for the Detection of Violent Scenes. - Mihai Gabriel Constantin; Bogdan Ionescu (COMM, 2022)

AIMultimediaLab at MediaEval 2022: Predicting Media Memorability Using Video Vision Transformers and Augmented Memorable Moments. - Mihai Gabriel Constantin; Bogdan Ionescu (MediaEval, 2022)

Overview of The MediaEval 2022 Predicting Video Memorability Task. - Lorin Sweeney; Mihai Gabriel Constantin; Claire-Hélène Demarty; Camilo Fosco; Alba Garcia Seco de Herrera; Sebastian Halder 001; Graham Healy; Bogdan Ionescu; Ana Matran-Fernandez; Alan F. Smeaton; Mushfika Sultana (MediaEval, 2022)

Experiences from the MediaEval Predicting Media Memorability Task. - Alba Garcia Seco de Herrera; Mihai Gabriel Constantin; Claire-Hélène Demarty; Camilo Fosco; Sebastian Halder 001; Graham Healy; Bogdan Ionescu; Ana Matran-Fernandez; Alan F. Smeaton; Mushfika Sultana; Lorin Sweeney (CoRR, 2022)

Affect in Multimedia: Benchmarking Violent Scenes Detection. - Mihai Gabriel Constantin; Liviu-Daniel Stefan; Bogdan Ionescu; Claire-Hélène Demarty; Mats Sjöberg; Markus Schedl; Guillaume Gravier (IEEE Trans. Affect. Comput., 2022)

Assessing the difficulty of predicting media memorability. - Mihai Gabriel Constantin; Mihai Dogariu; Andrei Cosmin Jitaru; Bogdan Ionescu (CBMI, 2023)

Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. - Bogdan Ionescu; Henning Müller; Ana-Maria Dragulinescu; Wen-wai Yim; Asma Ben Abacha; Neal Snider; Griffin Adams; Meliha Yetisgen; Johannes Rückert; Alba García Seco de Herrera; Christoph M. Friedrich; Louise Bloch; et al. (CLEF, 2023)

Overview of ImageCLEFfusion 2023 Task - Testing Ensembling Methods in Diverse Scenarios. - Liviu-Daniel Stefan; Mihai Gabriel Constantin; Mihai Dogariu; Bogdan Ionescu (CLEF (Working Notes), 2023)

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Ana-Maria Claudia Dragulinescu; Adrian Popescu 001; Ahmad Idrissi-Yaghir; Alba García Seco de Herrera; Alexandra Andrei; Alexandru Stan; Andrea M. Storås; Asma Ben Abacha; Christoph M. Friedrich; George Ioannidis; et al. (ECIR (3), 2023)

Overview of The MediaEval 2023 Predicting Video Memorability Task. - Mihai Gabriel Constantin; Claire-Hélène Demarty; Camilo Fosco; Alba García Seco de Herrera; Sebastian Halder 001; Graham Healy; Bogdan Ionescu; Ana Matran-Fernandez; Rukiye Savran Kiziltepe; Alan F. Smeaton; Lorin Sweeney (MediaEval, 2023)

AIMultimediaLab at MediaEval 2023: Studying the generalization of media memorability prediction methods. - Mihai Gabriel Constantin; Bogdan Ionescu (MediaEval, 2023)

Maritime Internet of Things meets LoRaWAN:a Container Testbed, Measurement Campaign and Dataset Analysis. - Ana-Maria Dragulinescu; Mihai Gabriel Constantin; Bogdan Ionescu; Marius Vochin; Razvan Tamas (WF-IoT, 2023)

AI Multimedia Lab at ImageCLEFmedical GANs 2024: Deep Learning Approaches for Analyzing Synthetic Medical Images. - Alexandra-Georgiana Andrei; Mihai Gabriel Constantin; Mihai Dogariu; Bogdan Ionescu (CLEF (Working Notes), 2024)

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation. - Liviu-Daniel Stefan; Dan-Cristian Stanciu; Mihai Dogariu; Mihai Gabriel Constantin; Andrei Cosmin Jitaru; Bogdan Ionescu (CoRR, 2024)

Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Dan-Cristian Stanciu; Alexandra-Georgiana Andrei; Ahmedkhan Radzhabov; Yuri Prokopchuk; Liviu-Daniel Stefan; Mihai Gabriel Constantin; Mihai Dogariu; Vassili Kovalev; Hendrik Damm; Johannes Rückert; et al. (CLEF, 2025)

ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Dan-Cristian Stanciu; Ahmad Idrissi-Yaghir; Ahmedkhan Radzhabov; Alba García Seco de Herrera; Alexandra Andrei; Andrea M. Storås; Asma Ben Abacha; Benjamin Bracke; Benjamin Lecouteux; Benno Stein 001; et al. (ECIR (5), 2025)

Privacy preserving histopathological image augmentation with Conditional Generative Adversarial Networks. - Alexandra-Georgiana Andrei; Mihai Gabriel Constantin; Mara Graziani; Henning Müller; Bogdan Ionescu (Pattern Recognit. Lett., 2025)

Exploring Generative Adversarial Networks for Augmenting Network Intrusion Detection Tasks. - Mihai Gabriel Constantin; Dan-Cristian Stanciu; Liviu-Daniel Stefan; Mihai Dogariu; Dan Mihailescu; George Ciobanu; Matt Bergeron; Winston Liu; Konstantin Belov; Octavian Radu; Bogdan Ionescu (ACM Trans. Multim. Comput. Commun. Appl., 2025)