Finding and Classifying Tuberculosis Types for a Targeted Treatment: MedGIFT-UPB Participation in the ImageCLEF 2017 Tuberculosis Task. - Liviu-Daniel Stefan; Yashin Dicente Cid; Oscar Alfonso Jiménez del Toro; Bogdan Ionescu; Henning Müller (CLEF (Working Notes), 2017)

Generating Captions for Medical Images with a Deep Learning Multi-hypothesis Approach: ImageCLEF 2017 Caption Task. - Liviu-Daniel Stefan; Bogdan Ionescu; Henning Müller (CLEF (Working Notes), 2017)

UPB HES SO @ PlantCLEF 2017: Automatic Plant Image Identification using Transfer Learning via Convolutional Neural Networks. - Alexandru Toma; Liviu-Daniel Stefan; Bogdan Ionescu (CLEF (Working Notes), 2017)

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)

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)

Towards Realistic Financial Time Series Generation via Generative Adversarial Learning. - Mihai Dogariu; Liviu-Daniel Stefan; Bogdan Andrei Boteanu; Claudiu Lamba; Bogdan Ionescu (EUSIPCO, 2021)

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

Face Verification with Challenging Imposters and Diversified Demographics. - Adrian Popescu 001; Liviu-Daniel Stefan; Jérôme Deshayes-Chossart; Bogdan Ionescu (WACV, 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)

Generation of Realistic Synthetic Financial Time-series. - Mihai Dogariu; Liviu-Daniel Stefan; Bogdan Andrei Boteanu; Claudiu Lamba; Bomi Kim; Bogdan Ionescu (ACM Trans. Multim. Comput. Commun. Appl., 2022)

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)

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)

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)