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2020 – today
- 2024
[c45]Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah:
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. CVPR 2024: 15984-15995- [c44]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, Traian Rebedea:
“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions. EMNLP (Findings) 2024: 11632-11647 - [i20]Mihai Masala, Denis C. Ilie-Ablachim, Dragos Corlatescu, Miruna Zavelca, Marius Leordeanu, Horia Velicu, Marius Popescu, Mihai Dascalu, Traian Rebedea:
OpenLLM-Ro - Technical Report on Open-source Romanian LLMs. CoRR abs/2405.07703 (2024) - [i19]Mihai Masala, Denis C. Ilie-Ablachim, Alexandru Dima, Dragos Corlatescu, Miruna Zavelca, Ovio Olaru, Simina-Maria Terian, Andrei Terian, Marius Leordeanu, Horia Velicu, Marius Popescu, Mihai Dascalu, Traian Rebedea:
"Vorbeşti Româneşte?" A Recipe to Train Powerful Romanian LLMs with English Instructions. CoRR abs/2406.18266 (2024) - [i18]Florinel-Alin Croitoru, Andrei-Iulian Hiji, Vlad Hondru, Nicolae-Catalin Ristea, Paul Irofti, Marius Popescu, Cristian Rusu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah:
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook. CoRR abs/2411.19537 (2024) - 2023
- [c43]Matei Bejan, Andrei Manolache, Marius Popescu:
AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing. EMNLP 2023: 10766-10778 - [i17]Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah:
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors. CoRR abs/2306.12041 (2023) - 2022
- [j12]Mariana-Iuliana Georgescu
, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah:
A Background-Agnostic Framework With Adversarial Training for Abnormal Event Detection in Video. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4505-4523 (2022) - [c42]Mihaela Gaman, Lida Ghadamiyan, Radu Tudor Ionescu, Marius Popescu:
Self-paced Learning to Improve Text Row Detection in Historical Documents with Missing Labels. ECCV Workshops (4) 2022: 253-262 - [c41]Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
Rethinking the Authorship Verification Experimental Setups. EMNLP 2022: 5634-5643 - [c40]Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. NeurIPS 2022 - [i16]Mihaela Gaman, Lida Ghadamiyan, Radu Tudor Ionescu, Marius Popescu:
Self-paced learning to improve text row detection in historical documents with missing lables. CoRR abs/2201.12216 (2022) - [i15]Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. CoRR abs/2207.03477 (2022) - 2021
- [c39]Mihai Masala, Radu Cristian Alexandru Iacob, Ana Sabina Uban, Marina Cidota, Horia Velicu, Traian Rebedea, Marius Popescu:
jurBERT: A Romanian BERT Model for Legal Judgement Prediction. NLLP@EMNLP 2021: 86-94 - [c38]Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah:
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning. CVPR 2021: 12742-12752 - [c37]Andrei Ilie, Marius Popescu, Alin Stefanescu:
EvoBA: An Evolution Strategy as a Strong Baseline for Black-Box Adversarial Attacks. ICONIP (3) 2021: 188-200 - [c36]Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu:
A realistic approach to generate masked faces applied on two novel masked face recognition data sets. NeurIPS Datasets and Benchmarks 2021 - [i14]Andrei Ilie, Marius Popescu, Alin Stefanescu:
EvoBA: An Evolution Strategy as a Strong Baseline forBlack-Box Adversarial Attacks. CoRR abs/2107.05754 (2021) - [i13]Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu:
A realistic approach to generate masked faces applied on two novel masked face recognition data sets. CoRR abs/2109.01745 (2021) - [i12]Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
Transferring BERT-like Transformers' Knowledge for Authorship Verification. CoRR abs/2112.05125 (2021) - 2020
- [c35]Adrian Cosma, Mihai Ghidoveanu, Michael Panaitescu-Liess, Marius Popescu:
Self-supervised Representation Learning on Document Images. DAS 2020: 103-117 - [c34]Catalin-Andrei Ilie, Marius Popescu, Alin Stefanescu:
Robustness as Inherent Property of Datapoints. AISafety@IJCAI 2020 - [c33]Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu:
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms. NeurIPS 2020 - [c32]Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu:
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI. ECML/PKDD (2) 2020: 190-205 - [i11]Adrian Cosma, Mihai Ghidoveanu, Michael Panaitescu-Liess, Marius Popescu:
Self-Supervised Representation Learning on Document Images. CoRR abs/2004.10605 (2020) - [i10]Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu:
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI. CoRR abs/2006.03896 (2020) - [i9]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah:
A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video. CoRR abs/2008.12328 (2020) - [i8]Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu:
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms. CoRR abs/2010.11158 (2020) - [i7]Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah:
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning. CoRR abs/2011.07491 (2020)
2010 – 2019
- 2019
- [j11]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu:
Local Learning With Deep and Handcrafted Features for Facial Expression Recognition. IEEE Access 7: 64827-64836 (2019) - [c31]Radu Tudor Ionescu, Sorina Smeureanu, Marius Popescu, Bogdan Alexe:
Detecting Abnormal Events in Video Using Narrowed Normality Clusters. WACV 2019: 1951-1960 - 2018
- [c30]Stefan G. Stanciu, Radu Hristu, Adrian Dumitru, Roxana M. Buga, Tiberiu Totu, Marius Popescu, Mariana Costache:
Towards Automated Tissue Characterization Using Parallel Bag-of-Features Experts Dealing with Two-Photon Excitation Fluorescence and Second Harmonic Generation Microscopy Datasets. ICTON 2018: 1-4 - [i6]Radu Tudor Ionescu, Sorina Smeureanu, Marius Popescu, Bogdan Alexe:
Detecting abnormal events in video using Narrowed Motion Clusters. CoRR abs/1801.05030 (2018) - [i5]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu:
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition. CoRR abs/1804.10892 (2018) - 2017
- [c29]Radu Tudor Ionescu, Marius Popescu:
Can string kernels pass the test of time in Native Language Identification? BEA@EMNLP 2017: 224-234 - [c28]Radu Tudor Ionescu, Marius Popescu, Christopher Conly, Vassilis Athitsos:
Local frame match distance: A novel approach for exemplar gesture recognition. EUSIPCO 2017: 788-792 - [c27]Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu:
Unmasking the Abnormal Events in Video. ICCV 2017: 2914-2922 - [c26]Sorina Smeureanu, Radu Tudor Ionescu, Marius Popescu, Bogdan Alexe:
Deep Appearance Features for Abnormal Behavior Detection in Video. ICIAP (2) 2017: 779-789 - [c25]Marius Popescu, Cristian Grozea, Radu Tudor Ionescu:
HASKER: An efficient algorithm for string kernels. Application to polarity classification in various languages. KES 2017: 1755-1763 - [i4]Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu:
Unmasking the abnormal events in video. CoRR abs/1705.08182 (2017) - [i3]Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu, Marius Popescu, Dim P. Papadopoulos, Vittorio Ferrari:
How hard can it be? Estimating the difficulty of visual search in an image. CoRR abs/1705.08280 (2017) - [i2]Radu Tudor Ionescu, Marius Popescu:
Can string kernels pass the test of time in Native Language Identification? CoRR abs/1707.08349 (2017) - 2016
- [b1]Radu Tudor Ionescu, Marius Popescu:
Knowledge Transfer between Computer Vision and Text Mining - Similarity-based Learning Approaches. Advances in Computer Vision and Pattern Recognition, Springer 2016, ISBN 978-3-319-30365-9, pp. 1-246 - [j10]Radu Tudor Ionescu, Marius Popescu, Aoife Cahill:
String Kernels for Native Language Identification: Insights from Behind the Curtains. Comput. Linguistics 42(3): 491-525 (2016) - [c24]Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu, Marius Popescu, Dim P. Papadopoulos, Vittorio Ferrari:
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image. CVPR 2016: 2157-2166 - [c23]Radu Tudor Ionescu, Marius Popescu:
UnibucKernel: An Approach for Arabic Dialect Identification Based on Multiple String Kernels. VarDial@COLING 2016: 135-144 - 2015
- [j9]Radu Tudor Ionescu, Andreea Lavinia Popescu, Marius Popescu, Dan Popescu:
BiomassID: A biomass type identification system for mobile devices. Comput. Electron. Agric. 113: 244-253 (2015) - [j8]Adrian-Gabriel Chifu, Florentina Hristea, Josiane Mothe, Marius Popescu:
Word sense discrimination in information retrieval: A spectral clustering-based approach. Inf. Process. Manag. 51(2): 16-31 (2015) - [j7]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, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Zhang Chuang, Yoshua Bengio:
Challenges in representation learning: A report on three machine learning contests. Neural Networks 64: 59-63 (2015) - [j6]Radu Tudor Ionescu, Marius Popescu:
PQ kernel: A rank correlation kernel for visual word histograms. Pattern Recognit. Lett. 55: 51-57 (2015) - [c22]Radu Tudor Ionescu, Marius Popescu:
Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel. ICIAP (1) 2015: 97-108 - 2014
- [j5]Cristian Grozea, Marius Popescu:
Can Machine Learning Learn a Decision Oracle for NP Problems? A Test on SAT. Fundam. Informaticae 131(3-4): 441-450 (2014) - [c21]Radu Tudor Ionescu, Marius Popescu, Aoife Cahill:
Can characters reveal your native language? A language-independent approach to native language identification. EMNLP 2014: 1363-1373 - [c20]Radu Tudor Ionescu, Marius Popescu:
Objectness to improve the bag of visual words model. ICIP 2014: 3238-3242 - [c19]Radu Tudor Ionescu, Andreea Lavinia Popescu, Dan Popescu, Marius Popescu:
Local Texton Dissimilarity with Applications on Biomass Classification. VISAPP (1) 2014: 593-600 - 2013
- [c18]Marius Popescu, Radu Tudor Ionescu:
The Story of the Characters, the DNA and the Native Language. BEA@NAACL-HLT 2013: 270-278 - [c17]Radu Tudor Ionescu, Marius Popescu:
Speeding Up Local Patch Dissimilarity. ICIAP (1) 2013: 1-10 - [c16]Radu Tudor Ionescu, Marius Popescu:
Kernels for Visual Words Histograms. ICIAP (1) 2013: 81-90 - [c15]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, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio:
Challenges in Representation Learning: A Report on Three Machine Learning Contests. ICONIP (3) 2013: 117-124 - [c14]Mihai Necula, Marius Popescu, Ioan I. Vrabie:
Nonlinear Delay Evolution Inclusions on Graphs. System Modelling and Optimization 2013: 210-219 - [i1]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, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio:
Challenges in Representation Learning: A report on three machine learning contests. CoRR abs/1307.0414 (2013) - 2012
- [c13]Cristian Grozea, Marius Popescu:
Encoplot - Tuned for High Recall (also Proposing a New Plagiarism Detection Score). CLEF (Online Working Notes/Labs/Workshop) 2012 - [c12]Marius Popescu, Cristian Grozea:
Kernel Methods and String Kernels for Authorship Analysis. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c11]Liviu Petrisor Dinu, Radu Tudor Ionescu, Marius Popescu:
Local Patch Dissimilarity for Images. ICONIP (1) 2012: 117-126 - [c10]Ioan Virag, Antoanela Náaji, Marius Popescu:
Transmission of Unsolicited E-mails with Hidden Sender Identity. SOFA 2012: 357-365 - 2011
- [j4]Marius Popescu, Florentina Hristea:
State of the art versus classical clustering for unsupervised word sense disambiguation. Artif. Intell. Rev. 35(3): 241-264 (2011) - [c9]Cristian Grozea, Marius Popescu:
The Encoplot Similarity Measure for Automatic Detection of Plagiarism - Notebook for PAN at CLEF 2011. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c8]Marius Popescu:
Studying Translationese at the Character Level. RANLP 2011: 634-639 - 2010
- [c7]Cristian Grozea, Marius Popescu:
Who's the Thief? Automatic Detection of the Direction of Plagiarism. CICLing 2010: 700-710 - [c6]Cristian Grozea, Marius Popescu:
Encoplot - Performance in the Second International Plagiarism Detection Challenge - Lab Report for PAN at CLEF 2010 . CLEF (Notebook Papers/LABs/Workshops) 2010
2000 – 2009
- 2009
- [j3]Florentina Hristea, Marius Popescu:
Adjective Sense Disambiguation at the Border Between Unsupervised and Knowledge-Based Techniques. Fundam. Informaticae 91(3-4): 547-562 (2009) - [c5]Vivi Nastase, Marius Popescu:
What's in a name? In some languages, grammatical gender. EMNLP 2009: 1368-1377 - [c4]Marius Popescu, Liviu P. Dinu:
Comparing Statistical Similarity Measures for Stylistic Multivariate Analysis. RANLP 2009: 349-354 - 2008
- [j2]Florentina Hristea, Marius Popescu, Monica Dumitrescu:
Performing word sense disambiguation at the border between unsupervised and knowledge-based techniques. Artif. Intell. Rev. 30(1-4): 67-86 (2008) - [j1]Liviu Petrisor Dinu, Marius Popescu:
A Multi-Criteria Decision Method Based on Rank Distance. Fundam. Informaticae 86(1-2): 79-91 (2008) - [c3]Marius Popescu, Liviu Petrisor Dinu:
Rank Distance as a Stylistic Similarity. COLING (Posters) 2008: 91-94 - [c2]Liviu Petrisor Dinu, Marius Popescu, Anca Dinu:
Authorship Identification of Romanian Texts with Controversial Paternity. LREC 2008 - 2004
- [c1]Marius Popescu:
Regularized Least-Squares classification for Word Sense Disambiguation. SENSEVAL@ACL 2004
Coauthor Index
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