Marius Popescu

Marius Popescu

Universitatea din Bucuresti

H-index: 23

Europe-Romania

About Marius Popescu

Marius Popescu, With an exceptional h-index of 23 and a recent h-index of 17 (since 2020), a distinguished researcher at Universitatea din Bucuresti, specializes in the field of machine learning, computational linguistics, information retrieval, authorship identification, computer vision..

His recent articles reflect a diverse array of research interests and contributions to the field:

AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing

Veridark: A large-scale benchmark for authorship verification on the dark web

Self-paced learning to improve text row detection in historical documents with missing labels

Anomaly detection in video via self-supervised and multi-task learning

EvoBA: An evolution strategy as a strong baseline for black-box adversarial attacks

A generic and model-agnostic exemplar synthetization framework for explainable AI

Transferring bert-like transformers’ knowledge for authorship verification

jurBERT: A Romanian BERT model for legal judgement prediction

Marius Popescu Information

University

Position

Associate Professor Department of Computer Science

Citations(all)

4387

Citations(since 2020)

3309

Cited By

2039

hIndex(all)

23

hIndex(since 2020)

17

i10Index(all)

49

i10Index(since 2020)

26

Email

University Profile Page

Universitatea din Bucuresti

Google Scholar

View Google Scholar Profile

Marius Popescu Skills & Research Interests

machine learning

computational linguistics

information retrieval

authorship identification

computer vision.

Top articles of Marius Popescu

Title

Journal

Author(s)

Publication Date

AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing

Matei Bejan

Andrei Manolache

Marius Popescu

2023/12/1

Veridark: A large-scale benchmark for authorship verification on the dark web

Advances in Neural Information Processing Systems

Andrei Manolache

Florin Brad

Antonio Barbalau

Radu Tudor Ionescu

Marius Popescu

2022/12/6

Self-paced learning to improve text row detection in historical documents with missing labels

Mihaela Găman

Lida Ghadamiyan

Radu Tudor Ionescu

Marius Popescu

2022/10/23

Anomaly detection in video via self-supervised and multi-task learning

Mariana-Iuliana Georgescu

Antonio Barbalau

Radu Tudor Ionescu

Fahad Shahbaz Khan

Marius Popescu

...

2021

EvoBA: An evolution strategy as a strong baseline for black-box adversarial attacks

Andrei Ilie

Marius Popescu

Alin Stefanescu

2021/12/5

A generic and model-agnostic exemplar synthetization framework for explainable AI

Antonio Barbalau

Adrian Cosma

Radu Tudor Ionescu

Marius Popescu

2020/6/6

Transferring bert-like transformers’ knowledge for authorship verification

arXiv preprint arXiv:2112.05125

Andrei Manolache

Florin Brad

Elena Burceanu

Antonio Barbalau

Radu Ionescu

...

2021/12

jurBERT: A Romanian BERT model for legal judgement prediction

Mihai Masala

Radu Cristian Alexandru Iacob

Ana Sabina Uban

Marina Cidota

Horia Velicu

...

2021/11

A realistic approach to generate masked faces applied on two novel masked face recognition data sets

arXiv preprint arXiv:2109.01745

Tudor Mare

Georgian Duta

Mariana-Iuliana Georgescu

Adrian Sandru

Bogdan Alexe

...

2021/9/3

A background-agnostic framework with adversarial training for abnormal event detection in video

IEEE transactions on pattern analysis and machine intelligence

Mariana Iuliana Georgescu

Radu Tudor Ionescu

Fahad Shahbaz Khan

Marius Popescu

Mubarak Shah

2021/4/21

Rethinking the Authorship Verification Experimental Setups

arXiv preprint arXiv:2112.05125

Florin Brad

Andrei Manolache

Elena Burceanu

Antonio Barbalau

Radu Ionescu

...

2021/12/9

Black-box ripper: Copying black-box models using generative evolutionary algorithms

Antonio Barbalau

Adrian Cosma

Radu Tudor Ionescu

Marius Popescu

2020/10/21

Robustness as Inherent Property of Datapoints.

Catalin-Andrei Ilie

Marius Popescu

Alin Stefanescu

2020

Self-supervised representation learning on document images

Adrian Cosma

Mihai Ghidoveanu

Michael Panaitescu-Liess

Marius Popescu

2020

See List of Professors in Marius Popescu University(Universitatea din Bucuresti)

Co-Authors

H-index: 132
Mubarak Shah

Mubarak Shah

University of Central Florida

H-index: 36
Marius Leordeanu

Marius Leordeanu

Universitatea Politehnica din Bucuresti

H-index: 33
Radu Tudor Ionescu

Radu Tudor Ionescu

Universitatea din Bucuresti

H-index: 23
Vivi Nastase

Vivi Nastase

Universität Stuttgart

H-index: 19
Liviu P. Dinu

Liviu P. Dinu

Universitatea din Bucuresti

H-index: 14
Iuliana Georgescu

Iuliana Georgescu

Universitatea din Bucuresti

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