European Lighthouse of AI for Sustainability
2023 - 2027
PhoVR – Phobias Immersive Therapy through Adaptive Virtual Reality and Biofeedback
2020 - 2022
Spacetime Vision – Towards Unsupervised Learning in the 4D World
2019 - 2023
Global Monitoring and Discovery of the Danube Delta
1970 - 1970
A spectral technique for correspondence problems using pairwise constraints MARIUS DAN LEORDEANU, Martial HEBERT, International Conference on Computer Vision (ICCV) IEEE, 2005, 10.1109/iccv.2005.20
Online selection of discriminative tracking features Robert COLLINS, MARIUS DAN LEORDEANU, Liu YX, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Institute of Electrical and Electronics Engineers (IEEE), 2005, 000231086700010 10.1109/tpami.2005.205
The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection Mihai ZANFIR, MARIUS DAN LEORDEANU, Cristian SMINCHISESCU, International Conference on Computer Vision (ICCV) IEEE, 2013, 10.1109/iccv.2013.342
An integer projected fixed point method for graph matching and map inference MARIUS DAN LEORDEANU, Martial HEBERT, Rahul SUKTHANKAR, Advances in Neural Information Processing Systems Curran Associates Inc., 2009,
Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation Julien MAIRAL, MARIUS DAN LEORDEANU, Francis BACH, Martial HEBERT, Jean PONCE, Springer Berlin Heidelberg, 2008, 10.1007/978-3-540-88690-7_4
Efficient Self-Supervised Neuro-Analytic Visual Servoing for Real-time Quadrotor Control Sebastian MOCANU, Sebastian-Ion NAE, Mihai-Eugen BARBU, MARIUS DAN LEORDEANU, arXiv preprint arXiv:2507.19878 , 2025, 10.48550/arXiv.2507.19878
TEACHTEXT: CrossModal text-video retrieval through generalized distillation Ioana CROITORU, Simion Vlad BOGOLIN, MARIUS DAN LEORDEANU, Hailin Jin, Andrew ZISSERMAN, Yangyang LIU, Samuel Albanie, ARTIFICIAL INTELLIGENCE ELSEVIER, 2025, 001355739200001 10.1016/j.artint.2024.104235
Clarity in complexity: how aggregating explanations resolves the disagreement problem FLORINA - OANA MITRUT, Gabriela Moise, ALIN - DRAGOS - BOGDAN MOLDOVEANU, FLORICA MOLDOVEANU, MARIUS DAN LEORDEANU, Livia PETRESCU, ARTIFICIAL INTELLIGENCE REVIEW SPRINGER, 2024, 001336816300001 10.1007/s10462-024-10952-7
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms Florin CONDREA, Saikiran Rapaka, Lucian Mihai ITU, Puneet Sharma, Jonathan Sperl, A. Mohamed Ali, MARIUS DAN LEORDEANU, COMPUTERS IN BIOLOGY AND MEDICINE , 2024, 10.1016/j.compbiomed.2024.108464
" Vorbești Românește?" A Recipe to Train Powerful Romanian LLMs with English Instructions Mihai Dan MASALA, CONSTANTIN DENIS ILIE ABLACHIM, Dragos Georgian CORLATESCU, Miruna Zavelca, Ovio Olaru, Simina Terian-Dan, Andrei Terian-Dan, MARIUS DAN LEORDEANU, Horia Velicu, J. Larry Durstine, Clara Ionescu, arXiv e-prints , 2024,
My name is blue MARIUS DAN LEORDEANU, ISBN 978-606-8834-04-7, Popular Science, Green Valley Publishing House, 2016,
Povestea unui cuvant / The story of a word MARIUS DAN LEORDEANU, ISBN: 606-8137-39-1, Poetry Collection, Papirus Media, 2013,
Unsupervised Learning in Space and Time MARIUS DAN LEORDEANU, Springer Nature, 2020, 10.1007/978-3-030-42128-1
Unsupervised Learning in Space and Time: A Modern Approach for Computer Vision Using Graph-based Techniques and Deep Neural Networks MARIUS DAN LEORDEANU, Springer Nature, ,
