Author

Radu Tudor Ionescu

Observed names: Ionescu, Radu, Ionescu, Radu Tudor, Ionescu, Radu, Tudor, R. Ionescu, Radu Ionescu, Radu T. Ionescu, Radu-Tudor Ionescu

Institution: University of Bucharest

Observed institutions: University of Stuttgart, Université de Technologie de Compiègne, University of Bucharest, Estonian University of Life Sciences, Mohamed bin Zayed University of Artificial Intelligence, Inception Institute of Artificial Intelligence, Biomécanique et Bioingénierie, Universitatea Națională de Știință și Tehnologie Politehnica București, Université de Montréal

ORCID: 0000-0002-9301-1950

Observed ORCID: 0000-0002-9301-1950

OpenAlex ID: A5081017623

Diffusion Models in Vision: A Survey

2023 · Florinel-Alin Croitoru, Vlad Hondru, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,168

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Challenges in Representation Learning: A Report on Three Machine Learning Contests

2013 · Ian J. Goodfellow, Dumitru Erhan, et al. · Lecture notes in computer science · 1,769

Challenges in representation learning: A report on three machine learning contests

2014 · Ian J. Goodfellow, Dumitru Erhan, et al. · Neural Networks · 907

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Curriculum Learning: A Survey

2022 · Petru Soviany, Radu Tudor Ionescu, et al. · International Journal of Computer Vision · 579

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Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video

2019 · Radu Tudor Ionescu, Fahad Shahbaz Khan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 463

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Anomaly Detection in Video via Self-Supervised and Multi-Task Learning

2021 · Mariana-Iuliana Georgescu, Antonio Barbalau, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 405

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Unmasking the Abnormal Events in Video

2017 · Radu Tudor Ionescu, Sorina Smeureanu, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 356

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Local Learning With Deep and Handcrafted Features for Facial Expression Recognition

2019 · Mariana-Iuliana Georgescu, Radu Tudor Ionescu, et al. · IEEE Access · 351

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Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection

2022 · Nicolae-Catalin Ristea, Neelu Madan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 330

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Optimizing the Trade-Off between Single-Stage and Two-Stage Deep Object Detectors using Image Difficulty Prediction

2018 · Petru Soviany, Radu Tudor Ionescu · International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) · 249

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection

2022 · Andra Acsintoae, Andrei Florescu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 220

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A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video

2021 · Mariana Iuliana Georgescu, Radu Ionescu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 204

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Global, regional, and national burden of breast cancer among females, 1990–2023, with forecasts to 2050: a systematic analysis for the Global Burden of Disease Study 2023

2026 · Kayleigh Bhangdia, Miranda L May, et al. · The Lancet Oncology · 183

Automated essay scoring with string kernels and word embeddings

2018 · Mădălina Cozma, Andrei Butnaru, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 138

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Deep Appearance Features for Abnormal Behavior Detection in Video

2017 · Sorina Smeureanu, Radu Tudor Ionescu, et al. · Lecture notes in computer science · 133

Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection

2023 · Neelu Madan, Nicolae-Cătălin Ristea, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 131

SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection

2023 · Antonio Barbalau, Radu Tudor Ionescu, et al. · Computer Vision and Image Understanding · 129

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Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution

2023 · Mariana-Iuliana Georgescu, Radu Tudor Ionescu, et al. · IEEE Winter Conference on Applications of Computer Vision · 126

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Detecting Abnormal Events in Video Using Narrowed Normality Clusters

2019 · Radu Tudor Ionescu, Sorina Smeureanu, et al. · IEEE Winter Conference on Applications of Computer Vision · 124

How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image

2016 · Radu Tudor Ionescu, Bogdan Alexe, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 124

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Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors

2024 · Nicolae-Cătălin Ristea, Florinel-Alin Croitoru, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 92

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Insurance, Public Assistance, and Household Flood Risk Reduction: A Comparative Study of Austria, England, and Romania

2017 · Susanne Hanger, Joanne Linnerooth‐Bayer, et al. · Risk Analysis · 89

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Vulnerability to Earthquake Hazard: Bucharest Case Study, Romania

2017 · Iuliana Armaş, Dragos Toma-Danila, et al. · International Journal of Disaster Risk Science · 89

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Can characters reveal your native language? A language-independent approach to native language identification

2014 · Radu Tudor Ionescu, Marius Popescu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 79

Curriculum self-paced learning for cross-domain object detection

2021 · Petru Soviany, Radu Tudor Ionescu, et al. · Computer Vision and Image Understanding · 76

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