Marius Leordeanu

About Marius Leordeanu

Marius Leordeanu, With an exceptional h-index of 36 and a recent h-index of 28 (since 2020), a distinguished researcher at Universitatea Politehnica din Bucuresti, specializes in the field of Computer Vision, Machine Learning, Robotics, Artificial Intelligence.

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

Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms

Multiple Random Masking Autoencoder Ensembles for Robust Multimodal Semi-supervised Learning

Maia: A Real-time Non-Verbal Chat for Human-AI Interaction

Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations

Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carving

Self-supervised hypergraphs for learning multiple world interpretations

GEST: the Graph of Events in Space and Time as a Common Representation between Vision and Language

JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition

Marius Leordeanu Information

University

Position

Professor and Researcher

Citations(all)

7993

Citations(since 2020)

2701

Cited By

6357

hIndex(all)

36

hIndex(since 2020)

28

i10Index(all)

47

i10Index(since 2020)

43

Email

University Profile Page

Universitatea Politehnica din Bucuresti

Google Scholar

View Google Scholar Profile

Marius Leordeanu Skills & Research Interests

Computer Vision

Machine Learning

Robotics

Artificial Intelligence

Top articles of Marius Leordeanu

Title

Journal

Author(s)

Publication Date

Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms

arXiv preprint arXiv:2303.17593

Florin Condrea

Saikiran Rapaka

Lucian Itu

Puneet Sharma

Jonathan Sperl

...

2023/3/30

Multiple Random Masking Autoencoder Ensembles for Robust Multimodal Semi-supervised Learning

arXiv preprint arXiv:2402.08035

Alexandru-Raul Todoran

Marius Leordeanu

2024/2/12

Maia: A Real-time Non-Verbal Chat for Human-AI Interaction

arXiv preprint arXiv:2402.06385

Dragos Costea

Alina Marcu

Cristina Lazar

Marius Leordeanu

2024/2/9

Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations

Mihai Pirvu

Alina Marcu

Maria Alexandra Dobrescu

Ahmed Nabil Belbachir

Marius Leordeanu

2023

Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carving

arXiv preprint arXiv:2306.14709

Alexandra Budisteanu

Dragos Costea

Alina Marcu

Marius Leordeanu

2023/6/26

Self-supervised hypergraphs for learning multiple world interpretations

Alina Marcu

Mihai Pirvu

Dragos Costea

Emanuela Haller

Emil Slusanschi

...

2023

GEST: the Graph of Events in Space and Time as a Common Representation between Vision and Language

arXiv preprint arXiv:2305.12940

Mihai Masala

Nicolae Cudlenco

Traian Rebedea

Marius Leordeanu

2023/5/22

JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition

Lucian Bicsi

Bogdan Alexe

Radu Tudor Ionescu

Marius Leordeanu

2023

Applications of Artificial Intelligence in Cardiovascular Emergencies–Status Quo and Outlook

Cosmin-Andrei Hatfaludi

Manuela-Daniela Danu

Horia-Andrei Leonte

Andreea-Bianca Popescu

Florin Condrea

...

2023

K-means and agglomerative hierarchical clustering analysis of esg scores, yearly variations, and stock returns: insights from the energy sector in Europe and the United States

Journal of Financial Studies

Ștefan Rusu

Marcel Ioan Boloș

Marius Leordeanu

2023

Explaining Vision and Language through Graphs of Events in Space and Time

Mihai Masala

Nicolae Cudlenco

Traian Rebedea

Marius Leordeanu

2023

Computer Security Systems and Methods Using Self-Supervised Consensus-Building Machine Learning

2023/9/28

A regime switch analysis on Covid-19 in Romania

Scientific Reports

Marian Petrica

Radu D Stochitoiu

Marius Leordeanu

Ionel Popescu

2022/9/13

UFODepth: Unsupervised learning with flow-based odometry optimization for metric depth estimation

Vlad Licaret

Victor Robu

Alina Marcu

Dragos Costea

Emil Slusanschi

...

2022/5

Automatic detection, counting, and measurement of lumber boards using a handheld device

2022/1/4

PhD Thesis Summary

Ioana-Maria Culic

2023

Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time

arXiv preprint arXiv:2212.08058

Elena Burceanu

Marius Leordeanu

2022/12/15

Automatic Liver and Hepatic Tumors Segmentation in CT Images Using Convolutional Neural Networks

Alina S Danciu

Simona Vlad

Marius Leordeanu

2022

Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos

IEEE Transactions on Pattern Analysis and Machine Intelligence

Emanuela Haller

Adina Magda Florea

Marius Leordeanu

2021/10/14

Discovering Dynamic Salient Regions with Spatio-Temporal Graph Neural Networks

Iulia Duta

Andrei Nicolicioiu

Marius Leordeanu

2021/12

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

Co-Authors

H-index: 122
martial hebert

martial hebert

Carnegie Mellon University

H-index: 106
Alexei A. Efros

Alexei A. Efros

University of California, Berkeley

H-index: 78
Peter Allen

Peter Allen

Columbia University in the City of New York

H-index: 64
Cristian Sminchisescu

Cristian Sminchisescu

Lunds Universitet

H-index: 55
James Hays

James Hays

Georgia Institute of Technology

H-index: 53
Robert T Collins

Robert T Collins

Penn State University

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