Regularized Least-Squares classification for Word Sense Disambiguation. - Marius Popescu (SENSEVAL@ACL, 2004)

Rank Distance as a Stylistic Similarity. - Marius Popescu; Liviu Petrisor Dinu (COLING (Posters), 2008)

Authorship Identification of Romanian Texts with Controversial Paternity. - Liviu Petrisor Dinu; Marius Popescu; Anca Dinu (LREC, 2008)

Performing word sense disambiguation at the border between unsupervised and knowledge-based techniques. - Florentina Hristea; Marius Popescu; Monica Dumitrescu (Artif. Intell. Rev., 2008)

A Multi-Criteria Decision Method Based on Rank Distance. - Liviu Petrisor Dinu; Marius Popescu (Fundam. Informaticae, 2008)

What's in a name? In some languages, grammatical gender. - Vivi Nastase; Marius Popescu (EMNLP, 2009)

Comparing Statistical Similarity Measures for Stylistic Multivariate Analysis. - Marius Popescu; Liviu P. Dinu (RANLP, 2009)

Adjective Sense Disambiguation at the Border Between Unsupervised and Knowledge-Based Techniques. - Florentina Hristea; Marius Popescu (Fundam. Informaticae, 2009)

Who's the Thief? Automatic Detection of the Direction of Plagiarism. - Cristian Grozea; Marius Popescu (CICLing, 2010)

Encoplot - Performance in the Second International Plagiarism Detection Challenge - Lab Report for PAN at CLEF 2010 . - Cristian Grozea; Marius Popescu (CLEF (Notebook Papers/LABs/Workshops), 2010)

The Encoplot Similarity Measure for Automatic Detection of Plagiarism - Notebook for PAN at CLEF 2011. - Cristian Grozea; Marius Popescu (CLEF (Notebook Papers/Labs/Workshop), 2011)

Studying Translationese at the Character Level. - Marius Popescu (RANLP, 2011)

State of the art versus classical clustering for unsupervised word sense disambiguation. - Marius Popescu; Florentina Hristea (Artif. Intell. Rev., 2011)

Encoplot - Tuned for High Recall (also Proposing a New Plagiarism Detection Score). - Cristian Grozea; Marius Popescu (CLEF (Online Working Notes/Labs/Workshop), 2012)

Kernel Methods and String Kernels for Authorship Analysis. - Marius Popescu; Cristian Grozea (CLEF (Online Working Notes/Labs/Workshop), 2012)

Local Patch Dissimilarity for Images. - Liviu Petrisor Dinu; Radu Tudor Ionescu; Marius Popescu (ICONIP (1), 2012)

Transmission of Unsolicited E-mails with Hidden Sender Identity. - Ioan Virag; Antoanela Náaji; Marius Popescu (SOFA, 2012)

The Story of the Characters, the DNA and the Native Language. - Marius Popescu; Radu Tudor Ionescu (BEA@NAACL-HLT, 2013)

Speeding Up Local Patch Dissimilarity. - Radu Tudor Ionescu; Marius Popescu (ICIAP (1), 2013)

Kernels for Visual Words Histograms. - Radu Tudor Ionescu; Marius Popescu (ICIAP (1), 2013)

Challenges in Representation Learning: A Report on Three Machine Learning Contests. - Ian J. Goodfellow; Dumitru Erhan; Pierre Luc Carrier; Aaron C. Courville; Mehdi Mirza; Benjamin Hamner; William Cukierski; Yichuan Tang; David Thaler; Dong-Hyun Lee; Yingbo Zhou; Chetan Ramaiah; et al. (ICONIP (3), 2013)

Nonlinear Delay Evolution Inclusions on Graphs. - Mihai Necula; Marius Popescu; Ioan I. Vrabie (System Modelling and Optimization, 2013)

Can characters reveal your native language? A language-independent approach to native language identification. - Radu Tudor Ionescu; Marius Popescu; Aoife Cahill (EMNLP, 2014)

Objectness to improve the bag of visual words model. - Radu Tudor Ionescu; Marius Popescu (ICIP, 2014)

Local Texton Dissimilarity with Applications on Biomass Classification. - Radu Tudor Ionescu; Andreea Lavinia Popescu; Dan Popescu 002; Marius Popescu (VISAPP (1), 2014)

Can Machine Learning Learn a Decision Oracle for NP Problems? A Test on SAT. - Cristian Grozea; Marius Popescu (Fundam. Informaticae, 2014)

Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel. - Radu Tudor Ionescu; Marius Popescu (ICIAP (1), 2015)

BiomassID: A biomass type identification system for mobile devices. - Radu Tudor Ionescu; Andreea Lavinia Popescu; Marius Popescu; Dan Popescu 002 (Comput. Electron. Agric., 2015)

Word sense discrimination in information retrieval: A spectral clustering-based approach. - Adrian-Gabriel Chifu; Florentina Hristea; Josiane Mothe; Marius Popescu (Inf. Process. Manag., 2015)

Challenges in representation learning: A report on three machine learning contests. - Ian J. Goodfellow; Dumitru Erhan; Pierre Luc Carrier; Aaron C. Courville; Mehdi Mirza; Benjamin Hamner; William Cukierski; Yichuan Tang; David Thaler; Dong-Hyun Lee; Yingbo Zhou; Chetan Ramaiah; et al. (Neural Networks, 2015)

PQ kernel: A rank correlation kernel for visual word histograms. - Radu Tudor Ionescu; Marius Popescu (Pattern Recognit. Lett., 2015)

How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image. - Radu Tudor Ionescu; Bogdan Alexe; Marius Leordeanu; Marius Popescu; Dim P. Papadopoulos; Vittorio Ferrari (CVPR, 2016)

UnibucKernel: An Approach for Arabic Dialect Identification Based on Multiple String Kernels. - Radu Tudor Ionescu; Marius Popescu (VarDial@COLING, 2016)

String Kernels for Native Language Identification: Insights from Behind the Curtains. - Radu Tudor Ionescu; Marius Popescu; Aoife Cahill (Comput. Linguistics, 2016)

Knowledge Transfer between Computer Vision and Text Mining - Similarity-based Learning Approaches - Radu Tudor Ionescu; Marius Popescu (Springer, 2016)

Can string kernels pass the test of time in Native Language Identification? - Radu Tudor Ionescu; Marius Popescu (BEA@EMNLP, 2017)

Local frame match distance: A novel approach for exemplar gesture recognition. - Radu Tudor Ionescu; Marius Popescu; Christopher Conly; Vassilis Athitsos (EUSIPCO, 2017)

Unmasking the Abnormal Events in Video. - Radu Tudor Ionescu; Sorina Smeureanu; Bogdan Alexe; Marius Popescu (ICCV, 2017)

Deep Appearance Features for Abnormal Behavior Detection in Video. - Sorina Smeureanu; Radu Tudor Ionescu; Marius Popescu; Bogdan Alexe (ICIAP (2), 2017)

HASKER: An efficient algorithm for string kernels. Application to polarity classification in various languages. - Marius Popescu; Cristian Grozea; Radu Tudor Ionescu (KES, 2017)

Towards Automated Tissue Characterization Using Parallel Bag-of-Features Experts Dealing with Two-Photon Excitation Fluorescence and Second Harmonic Generation Microscopy Datasets. - Stefan G. Stanciu; Radu Hristu; Adrian Dumitru; Roxana M. Buga; Tiberiu Totu; Marius Popescu; Mariana Costache (ICTON, 2018)

Detecting abnormal events in video using Narrowed Motion Clusters. - Radu Tudor Ionescu; Sorina Smeureanu; Marius Popescu; Bogdan Alexe (CoRR, 2018)

Detecting Abnormal Events in Video Using Narrowed Normality Clusters. - Radu Tudor Ionescu; Sorina Smeureanu; Marius Popescu; Bogdan Alexe (WACV, 2019)

Local Learning With Deep and Handcrafted Features for Facial Expression Recognition. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Marius Popescu (IEEE Access, 2019)

Self-supervised Representation Learning on Document Images. - Adrian Cosma; Mihai Ghidoveanu; Michael Panaitescu-Liess; Marius Popescu (DAS, 2020)

Robustness as Inherent Property of Datapoints. - Catalin-Andrei Ilie; Marius Popescu; Alin Stefanescu (AISafety@IJCAI, 2020)

Black-Box Ripper: Copying black-box models using generative evolutionary algorithms. - Antonio Barbalau; Adrian Cosma; Radu Tudor Ionescu; Marius Popescu (NeurIPS, 2020)

A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI. - Antonio Barbalau; Adrian Cosma; Radu Tudor Ionescu; Marius Popescu (ECML/PKDD (2), 2020)

A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Fahad Shahbaz Khan; Marius Popescu; Mubarak Shah (CoRR, 2020)

jurBERT: A Romanian BERT Model for Legal Judgement Prediction. - Mihai Masala; Radu Cristian Alexandru Iacob; Ana Sabina Uban; Marina Cidotã; Horia Velicu; Traian Rebedea; Marius Popescu (NLLP@EMNLP, 2021)

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning. - Mariana-Iuliana Georgescu; Antonio Barbalau; Radu Tudor Ionescu; Fahad Shahbaz Khan; Marius Popescu; Mubarak Shah (CVPR, 2021)

EvoBA: An Evolution Strategy as a Strong Baseline for Black-Box Adversarial Attacks. - Andrei Ilie; Marius Popescu; Alin Stefanescu (ICONIP (3), 2021)

A realistic approach to generate masked faces applied on two novel masked face recognition data sets. - Tudor Mare; Georgian-Emilian Duta; Mariana-Iuliana Georgescu; Adrian Sandru; Bogdan Alexe; Marius Popescu; Radu Tudor Ionescu (NeurIPS Datasets and Benchmarks, 2021)

EvoBA: An Evolution Strategy as a Strong Baseline forBlack-Box Adversarial Attacks. - Andrei Ilie; Marius Popescu; Alin Stefanescu (CoRR, 2021)

Transferring BERT-like Transformers' Knowledge for Authorship Verification. - Andrei Manolache; Florin Brad; Elena Burceanu; Antonio Barbalau; Radu Tudor Ionescu; Marius Popescu (CoRR, 2021)

Self-paced Learning to Improve Text Row Detection in Historical Documents with Missing Labels. - Mihaela Gaman; Lida Ghadamiyan; Radu Tudor Ionescu; Marius Popescu (ECCV Workshops (4), 2022)

Rethinking the Authorship Verification Experimental Setups. - Florin Brad; Andrei Manolache; Elena Burceanu; Antonio Barbalau; Radu Tudor Ionescu; Marius Popescu (EMNLP, 2022)

VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. - Andrei Manolache; Florin Brad; Antonio Barbalau; Radu Tudor Ionescu; Marius Popescu (NeurIPS, 2022)

Self-paced learning to improve text row detection in historical documents with missing lables. - Mihaela Gaman; Lida Ghadamiyan; Radu Tudor Ionescu; Marius Popescu (CoRR, 2022)

A Background-Agnostic Framework With Adversarial Training for Abnormal Event Detection in Video. - Mariana-Iuliana Georgescu; Radu Tudor Ionescu; Fahad Shahbaz Khan; Marius Popescu; Mubarak Shah (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing. - Matei Bejan; Andrei Manolache; Marius Popescu (EMNLP, 2023)

Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. - Nicolae-Catalin Ristea; Florinel-Alin Croitoru; Radu Tudor Ionescu; Marius Popescu; Fahad Shahbaz Khan; Mubarak Shah (CVPR, 2024)

“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions. - Mihai Masala; Denis C. Ilie-Ablachim; Alexandru Dima; Dragos-Georgian Corlatescu; Miruna-Andreea Zavelca; Ovio Olaru; Simina-Maria Terian; Andrei Terian; Marius Leordeanu; Horia Velicu; Marius Popescu; Mihai Dascalu; et al. (EMNLP (Findings), 2024)

OpenLLM-Ro - Technical Report on Open-source Romanian LLMs. - Mihai Masala; Denis C. Ilie-Ablachim; Dragos Corlatescu; Miruna Zavelca; Marius Leordeanu; Horia Velicu; Marius Popescu; Mihai Dascalu; Traian Rebedea (CoRR, 2024)

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook. - Florinel-Alin Croitoru; Andrei Iulian Hîji; Vlad Hondru; Nicolae-Catalin Ristea; Paul Irofti; Marius Popescu; Cristian Rusu; Radu Tudor Ionescu; Fahad Shahbaz Khan; Mubarak Shah (CoRR, 2024)

MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark. - Florinel-Alin Croitoru; Vlad Hondru; Marius Popescu; Radu Tudor Ionescu; Fahad Shahbaz Khan; Mubarak Shah (CoRR, 2025)