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Liviu-Daniel Ștefan
Liviu-Daniel Ștefan
Polyethnic University of Bucharest
Verified email at upb.ro - Homepage
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Overview of the ImageCLEF 2020: Multimedia retrieval in medical, lifelogging, nature, and internet applications
B Ionescu, H Müller, R Péteri, AB Abacha, V Datla, SA Hasan, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2020
49*2020
Overview of the ImageCLEF 2021: Multimedia retrieval in medical, nature, internet and social media applications
B Ionescu, H Müller, R Péteri, AB Abacha, M Sarrouti, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th …, 2021
472021
Overview of the ImageCLEF 2022: Multimedia retrieval in medical, social media and nature applications
B Ionescu, H Müller, R Péteri, J Rückert, AB Abacha, AGS de Herrera, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2022
412022
Overview of ImageCLEF 2023: Multimedia retrieval in medical, socialmedia and recommender systems applications
B Ionescu, H Müller, A Drăgulinescu, W Yim, AB Abacha, N Snider, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction …, 2023
372023
Affect in multimedia: Benchmarking violent scenes detection
MG Constantin, LD Ştefan, B Ionescu, CH Demarty, M Sjöberg, M Schedl, ...
IEEE Transactions on Affective Computing 13 (1), 347-366, 2020
282020
Visual interestingness prediction: a benchmark framework and literature review
MG Constantin, LD Ştefan, B Ionescu, NQK Duong, CH Demarty, ...
International Journal of Computer Vision 129, 1526-1550, 2021
252021
UPB HES SO@ PlantCLEF 2017: Automatic Plant Image Identification using Transfer Learning via Convolutional Neural Networks.
A Toma, LD Stefan, B Ionescu
CLEF (Working notes), 2017
152017
Generation of Realistic Synthetic Financial Time-Series
M Dogariu, LD Ştefan, BA Boteanu, C Lamba, B Kim, B Ionescu
Transactions on Multimedia Computing Communications and Applications 18, 1--27, 2022
132022
Overview of ImageCLEFdrawnUI 2020: the detection and recognition of hand drawn website UIs task
D Fichou, R Berari, P Brie, M Dogariu, LD Stefan, MG Constantin, ...
CLEF2020 Working Notes. CEUR Workshop Proceedings, CEUR-WS. org< http://ceur …, 2020
13*2020
Towards realistic financial time series generation via generative adversarial learning
M Dogariu, LD Ştefan, BA Boteanu, C Lamba, B Ionescu
2021 29th European Signal Processing Conference (EUSIPCO), 1341-1345, 2021
112021
DeepFusion: deep ensembles for domain independent system fusion
MG Constantin, LD Ştefan, B Ionescu
MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech …, 2021
102021
Human-object interaction: Application to abandoned luggage detection in video surveillance scenarios
M Dogariu, LD Stefan, MG Constantin, B Ionescu
2020 13th International Conference on Communications (COMM), 157-160, 2020
102020
Finding and classifying tuberculosis types for a targeted treatment: MedGIFT–UPB participation in the ImageCLEF 2017 tuberculosis task
LD Stefan, Y Dicente Cid, OA Jiménez del Toro, B Ionescu, H Müller
Proceedings of the CLEF 2017 Working Notes, 2017
9*2017
System fusion with deep ensembles
LD Ştefan, MG Constantin, B Ionescu
Proceedings of the 2020 International Conference on Multimedia Retrieval …, 2020
82020
Overview of imagecleffusion 2022 task-ensembling methods for media interestingness prediction and result diversification
LD Ştefan, MG Constantin, M Dogariu, B Ionescu
CLEF2022 Working Notes, CEUR Workshop Proceedings, CEUR-WS. org, Bologna, Italy, 2022
72022
The 2021 ImageCLEF Benchmark: Multimedia retrieval in medical, nature, internet and social media applications
B Ionescu, H Müller, R Péteri, AB Abacha, D Demner-Fushman, ...
Advances in Information Retrieval: 43rd European Conference on IR Research …, 2021
72021
Face verification with challenging imposters and diversified demographics
A Popescu, LD Ștefan, J Deshayes-Chossart, B Ionescu
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
62022
Toward language-independent lip reading: A transfer learning approach
AC Jitaru, LD Ştefan, B Ionescu
2021 International Symposium on Signals, Circuits and Systems (ISSCS), 1-4, 2021
62021
Exploring deep fusion ensembling for automatic visual interestingness prediction
MG Constantin, LD Ştefan, B Ionescu
Human Perception of Visual Information: Psychological and Computational …, 2022
52022
ImageCLEF 2020: Multimedia retrieval in lifelogging, medical, nature, and internet applications
B Ionescu, H Müller, R Péteri, DT Dang-Nguyen, L Zhou, L Piras, ...
Advances in Information Retrieval: 42nd European Conference on IR Research …, 2020
52020
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