Marius Popescu

According to our database1, Marius Popescu authored at least 52 papers between 2004 and 2021.

Collaborative distances:



In proceedings 
PhD thesis 




A realistic approach to generate masked faces applied on two novel masked face recognition data sets.
CoRR, 2021

EvoBA: An Evolution Strategy as a Strong Baseline forBlack-Box Adversarial Attacks.
CoRR, 2021

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video.
CoRR, 2020

A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Black-Box Ripper: Copying black-box models using generative evolutionary algorithms.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Robustness as Inherent Property of Datapoints.
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

Self-supervised Representation Learning on Document Images.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Local Learning With Deep and Handcrafted Features for Facial Expression Recognition.
IEEE Access, 2019

Detecting Abnormal Events in Video Using Narrowed Normality Clusters.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Detecting abnormal events in video using Narrowed Motion Clusters.
CoRR, 2018

Towards Automated Tissue Characterization Using Parallel Bag-of-Features Experts Dealing with Two-Photon Excitation Fluorescence and Second Harmonic Generation Microscopy Datasets.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

HASKER: An efficient algorithm for string kernels. Application to polarity classification in various languages.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Deep Appearance Features for Abnormal Behavior Detection in Video.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Unmasking the Abnormal Events in Video.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Local frame match distance: A novel approach for exemplar gesture recognition.
Proceedings of the 25th European Signal Processing Conference, 2017

Can string kernels pass the test of time in Native Language Identification?
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

Knowledge Transfer between Computer Vision and Text Mining - Similarity-based Learning Approaches
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-3-319-30367-3, 2016

String Kernels for Native Language Identification: Insights from Behind the Curtains.
Comput. Linguistics, 2016

UnibucKernel: An Approach for Arabic Dialect Identification Based on Multiple String Kernels.
Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects, 2016

How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

PQ kernel: A rank correlation kernel for visual word histograms.
Pattern Recognit. Lett., 2015

Challenges in representation learning: A report on three machine learning contests.
Neural Networks, 2015

Word sense discrimination in information retrieval: A spectral clustering-based approach.
Inf. Process. Manag., 2015

BiomassID: A biomass type identification system for mobile devices.
Comput. Electron. Agric., 2015

Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Can Machine Learning Learn a Decision Oracle for NP Problems? A Test on SAT.
Fundam. Informaticae, 2014

Local Texton Dissimilarity with Applications on Biomass Classification.
Proceedings of the VISAPP 2014, 2014

Objectness to improve the bag of visual words model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Can characters reveal your native language? A language-independent approach to native language identification.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Nonlinear Delay Evolution Inclusions on Graphs.
Proceedings of the System Modeling and Optimization, 2013

Kernels for Visual Words Histograms.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Speeding Up Local Patch Dissimilarity.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

The Story of the Characters, the DNA and the Native Language.
Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

Transmission of Unsolicited E-mails with Hidden Sender Identity.
Proceedings of the Soft Computing Applications, 2012

Local Patch Dissimilarity for Images.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Kernel Methods and String Kernels for Authorship Analysis.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Encoplot - Tuned for High Recall (also Proposing a New Plagiarism Detection Score).
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

State of the art versus classical clustering for unsupervised word sense disambiguation.
Artif. Intell. Rev., 2011

Studying Translationese at the Character Level.
Proceedings of the Recent Advances in Natural Language Processing, 2011

The Encoplot Similarity Measure for Automatic Detection of Plagiarism - Notebook for PAN at CLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Encoplot - Performance in the Second International Plagiarism Detection Challenge - Lab Report for PAN at CLEF 2010 .
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Who's the Thief? Automatic Detection of the Direction of Plagiarism.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

Adjective Sense Disambiguation at the Border Between Unsupervised and Knowledge-Based Techniques.
Fundam. Informaticae, 2009

Comparing Statistical Similarity Measures for Stylistic Multivariate Analysis.
Proceedings of the Recent Advances in Natural Language Processing, 2009

What's in a name? In some languages, grammatical gender.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A Multi-Criteria Decision Method Based on Rank Distance.
Fundam. Informaticae, 2008

Performing word sense disambiguation at the border between unsupervised and knowledge-based techniques.
Artif. Intell. Rev., 2008

Authorship Identification of Romanian Texts with Controversial Paternity.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Rank Distance as a Stylistic Similarity.
Proceedings of the COLING 2008, 2008

Regularized Least-Squares classification for Word Sense Disambiguation.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004