Marius Leordeanu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 78

Top Venues

Publications

Mihai Masala, Denis C. Ilie-Ablachim, Alexandru Dima, Dragos Corlatescu, Miruna Zavelca, Ovio Olaru, Simina 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 (2024)
Florin Condrea, Saikiran Rapaka, Lucian Mihai Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms. Comput. Biol. Medicine 174 (2024)
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 (2024)
Dragos Costea, Alina Marcu, Cristina Lazar, Marius Leordeanu
Maia: A Real-time Non-Verbal Chat for Human-AI Interaction. CoRR (2024)
Alexandru-Raul Todoran, Marius Leordeanu
Multiple Random Masking Autoencoder Ensembles for Robust Multimodal Semi-supervised Learning. CoRR (2024)
Florin Condrea, Saikiran Rapaka, Lucian Mihai Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms. CoRR (2023)
Alina Marcu, Mihai Cristian Pîrvu, Dragos Costea, Emanuela Haller, Emil Slusanschi, Ahmed Nabil Belbachir, Rahul Sukthankar, Marius Leordeanu
Self-supervised Hypergraphs for Learning Multiple World Interpretations. CoRR (2023)
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu
Explaining Vision and Language through Graphs of Events in Space and Time. CoRR (2023)
Alexandra Budisteanu, Dragos Costea, Alina Marcu, Marius Leordeanu
Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carving. CoRR (2023)
Mihai Cristian Pîrvu, Alina Marcu, Alexandra Dobrescu, Nabil Belbachir, Marius Leordeanu
Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations. ICCV (Workshops) (2023)
Lucian Bicsi, Bogdan Alexe, Radu Tudor Ionescu, Marius Leordeanu
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition. CoRR (2023)
Alina Marcu, Mihai Cristian Pîrvu, Dragos Costea, Emanuela Haller, Emil Slusanschi, Nabil Belbachir, Rahul Sukthankar, Marius Leordeanu
Self-supervised Hypergraphs for Learning Multiple World Interpretations. ICCV (Workshops) (2023)
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu
Explaining Vision and Language through Graphs of Events in Space and Time. ICCV (Workshops) (2023)
Lucian Bicsi, Bogdan Alexe, Radu Tudor Ionescu, Marius Leordeanu
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition. ICCV (Workshops) (2023)
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu
GEST: the Graph of Events in Space and Time as a Common Representation between Vision and Language. CoRR (2023)
Mihai Cristian Pîrvu, Alina Marcu, Alexandra Dobrescu, Ahmed Nabil Belbachir, Marius Leordeanu
Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations. CoRR (2023)
Emanuela Haller, Adina Magda Florea, Marius Leordeanu
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Elena Burceanu, Marius Leordeanu
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time. CoRR (2022)
Vlad Licaret, Victor Robu, Alina Marcu, Dragos Costea, Emil Slusanschi, Rahul Sukthankar, Marius Leordeanu
UFO Depth: Unsupervised learning with flow-based odometry optimization for metric depth estimation. ICRA (2022)
Marius Leordeanu, Mihai Cristian Pîrvu, Dragos Costea, Alina Elena Marcu, Emil Slusanschi, Rahul Sukthankar
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus. AAAI (2021)
Iulia Duta, Andrei Liviu Nicolicioiu, Marius Leordeanu
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks. NeurIPS (2021)
Emanuela Haller, Elena Burceanu, Marius Leordeanu
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift. BMVC (2021)
Marius Leordeanu, Iulia Paraicu
Driven by Vision: Learning Navigation by Visual Localization and Trajectory Prediction. Sensors 21 (3) (2021)
Emanuela Haller, Elena Burceanu, Marius Leordeanu
Unsupervised Domain Adaptation through Iterative Consensus Shift in a Multi-Task Graph. CoRR (2021)
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu, Hailin Jin, Andrew Zisserman, Samuel Albanie, Yang Liu
TeachText: CrossModal Generalized Distillation for Text-Video Retrieval. ICCV (2021)
Mihai Cristian Pîrvu, Victor Robu, Vlad Licaret, Dragos Costea, Alina Marcu, Emil Slusanschi, Rahul Sukthankar, Marius Leordeanu
Depth Distillation: Unsupervised Metric Depth Estimation for UAVs by Finding Consensus Between Kinematics, Optical Flow and Deep Learning. CVPR Workshops (2021)
Ioana Croitoru, Simion-Vlad Bogolin, Yang Liu, Samuel Albanie, Marius Leordeanu, Hailin Jin, Andrew Zisserman
TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval. CoRR (2021)
Nicolae Cudlenco, Nirvana Popescu, Marius Leordeanu
Reading into the mind's eye: Boosting automatic visual recognition with EEG signals. Neurocomputing 386 (2020)
Simion-Vlad Bogolin, Ioana Croitoru, Marius Leordeanu
A hierarchical approach to vision-based language generation: from simple sentences to complex natural language. COLING (2020)
Livia Petrescu, Catalin Petrescu, Oana Mitrut, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu, Marius Leordeanu
Integrating Biosignals Measurement in Virtual Reality Environments for Anxiety Detection. Sensors 20 (24) (2020)
Oana Balan, Gabriela Moise, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
An Investigation of Various Machine and Deep Learning Techniques Applied in Automatic Fear Level Detection and Acrophobia Virtual Therapy. Sensors 20 (2) (2020)
Florin Condrea, Victor-Andrei Ivan, Marius Leordeanu
In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos. CVPR Workshops (2020)
Emanuela Haller, Adina Magda Florea, Marius Leordeanu
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos. CoRR (2020)
Florin Condrea, Victor-Andrei Ivan, Marius Leordeanu
In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos. CoRR (2020)
Elena Burceanu, Marius Leordeanu
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time. IJCAI (2020)
Oana Balan, Stefania Cristea, Gabriela Moise, Livia Petrescu, Silviu Ivascu, Alin Moldoveanu, Florica Moldoveanu, Marius Leordeanu
eTher - An Assistive Virtual Agent for Acrophobia Therapy in Virtual Reality. HCI (46) (2020)
Oana Balan, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu, Marius Leordeanu
Classifying the Levels of Fear by Means of Machine Learning Techniques and VR in a Holonic-Based System for Treating Phobias. Experiments and Results. HCI (11) (2020)
Radu D. Stochitoiu, Traian Rebedea, Ionel Popescu, Marius Leordeanu
A self-supervised neural-analytic method to predict the evolution of COVID-19 in Romania. CoRR (2020)
Oana Balan, Gabriela Moise, Livia Petrescu, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
Emotion Classification Based on Biophysical Signals and Machine Learning Techniques. Symmetry 12 (1) (2020)
Marius Leordeanu, Mihai Cristian Pîrvu, Dragos Costea, Alina Marcu, Emil Slusanschi, Rahul Sukthankar
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus. CoRR (2020)
Alina Marcu, Vlad Licaret, Dragos Costea, Marius Leordeanu
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation. CoRR (2020)
Alina Marcu, Vlad Licaret, Dragos Costea, Marius Leordeanu
Semantics Through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation. ACCV (1) (2020)
Petru Soviany, Claudiu Ardei, Radu Tudor Ionescu, Marius Leordeanu
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN). WACV (2020)
Alina Marcu, Dragos Costea, Vlad Licaret, Marius Leordeanu
Towards Automatic Annotation for Semantic Segmentation in Drone Videos. CoRR (2019)
Emanuela Haller, Adina Magda Florea, Marius Leordeanu
Spacetime Graph Optimization for Video Object Segmentation. CoRR (2019)
Oana Balan, Stefania Cristea, Alin Moldoveanu, Gabriela Moise, Marius Leordeanu, Florica Moldoveanu
Towards a Human-Centered Approach for VRET Systems: Case Study for Acrophobia. ISD (2019)
Andretti Naiden, Vlad Paunescu, Gyeongmo Kim, ByeongMoon Jeon, Marius Leordeanu
Shift R-CNN: Deep Monocular 3D Object Detection with Closed-Form Geometric Constraints. CoRR (2019)
Andrei Liviu Nicolicioiu, Iulia Duta, Marius Leordeanu
Recurrent Space-time Graphs for Video Understanding. CoRR (2019)
Petru Soviany, Claudiu Ardei, Radu Tudor Ionescu, Marius Leordeanu
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN). CoRR (2019)
Iulia Paraicu, Marius Leordeanu
Learning Navigation by Visual Localization and Trajectory Prediction. CoRR (2019)
Elena Burceanu, Marius Leordeanu
A Spectral Approach to Unsupervised Object Segmentation in Video. CoRR (2019)
Oana Balan, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu, Marius Leordeanu
Automatic Adaptation of Exposure Intensity in VR Acrophobia Therapy, based on Deep Neural Networks. ECIS (2019)
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Unsupervised Learning of Foreground Object Segmentation. Int. J. Comput. Vis. 127 (9) (2019)
Andretti Naiden, Vlad Paunescu, Gyeongmo Kim, ByeongMoon Jeon, Marius Leordeanu
Shift R-CNN: Deep Monocular 3D Object Detection With Closed-Form Geometric Constraints. ICIP (2019)
Andrei Liviu Nicolicioiu, Iulia Duta, Marius Leordeanu
Recurrent Space-time Graph Neural Networks. NeurIPS (2019)
Oana Balan, Gabriela Moise, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques. Sensors 19 (7) (2019)
Iulia Duta, Andrei Liviu Nicolicioiu, Simion-Vlad Bogolin, Marius Leordeanu
Mining for meaning: from vision to language through multiple networks consensus. BMVC (2018)
Oana Balan, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu, Marius Leordeanu
Does automatic game difficulty level adjustment improve acrophobia therapy?: differences from baseline. VRST (2018)
Alina Marcu, Dragos Costea, Vlad Licaret, Mihai Cristian Pîrvu, Emil Slusanschi, Marius Leordeanu
SafeUAV: Learning to Estimate Depth and Safe Landing Areas for UAVs from Synthetic Data. ECCV Workshops (2) (2018)
Dragos Costea, Alina Marcu, Emil Slusanschi, Marius Leordeanu
Roadmap Generation Using a Multi-Stage Ensemble of Deep Neural Networks With Smoothing-Based Optimization. CVPR Workshops (2018)
Elena Burceanu, Marius Leordeanu
Learning a Robust Society of Tracking Parts Using Co-occurrence Constraints. ECCV Workshops (1) (2018)
Iulia Duta, Andrei Liviu Nicolicioiu, Simion-Vlad Bogolin, Marius Leordeanu
Mining for meaning: from vision to language through multiple networks consensus. CoRR (2018)
Elena Burceanu, Marius Leordeanu
Learning a Robust Society of Tracking Parts using Co-occurrence Constraints. CoRR (2018)
Alina Marcu, Dragos Costea, Emil Slusanschi, Marius Leordeanu
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization. CoRR (2018)
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Unsupervised learning of foreground object detection. CoRR (2018)
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Unsupervised Learning from Video to Detect Foreground Objects in Single Images. ICCV (2017)
Elena Burceanu, Marius Leordeanu
Learning a Robust Society of Tracking Parts. CoRR (2017)
Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu
Unsupervised learning from video to detect foreground objects in single images. CoRR (2017)
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 (2017)
Emanuela Haller, Marius Leordeanu
Unsupervised object segmentation in video by efficient selection of highly probable positive features. CoRR (2017)
Emanuela Haller, Marius Leordeanu
Unsupervised Object Segmentation in Video by Efficient Selection of Highly Probable Positive Features. ICCV (2017)
Dragos Costea, Alina Marcu, Marius Leordeanu, Emil Slusanschi
Creating Roadmaps in Aerial Images with Generative Adversarial Networks and Smoothing-Based Optimization. ICCV Workshops (2017)
Alina Elena Marcu, Marius Leordeanu
Object Contra Context: Dual Local-Global Semantic Segmentation in Aerial Images. AAAI Workshops (2017)
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)
Dragos Costea, Marius Leordeanu
Aerial image geolocalization from recognition and matching of roads and intersections. BMVC (2016)
Dragos Costea, Marius Leordeanu
Aerial image geolocalization from recognition and matching of roads and intersections. CoRR (2016)
Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. AAAI (2016)
Alina Marcu, Marius Leordeanu
Dual Local-Global Contextual Pathways for Recognition in Aerial Imagery. CoRR (2016)
Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. CoRR (2015)
Anirudh Goyal, Marius Leordeanu
Stories in the Eye: Contextual Visual Interactions for Efficient Video to Language Translation. CoRR (2015)
Otilia Stretcu, Marius Leordeanu
Multiple Frames Matching for Object Discovery in Video. BMVC (2015)
Marius Leordeanu, Rahul Sukthankar
Thoughts on a Recursive Classifier Graph: a Multiclass Network for Deep Object Recognition. CoRR (2014)
Marius Leordeanu, Rahul Sukthankar, Cristian Sminchisescu
Generalized Boundaries from Multiple Image Interpretations. IEEE Trans. Pattern Anal. Mach. Intell. 36 (7) (2014)
Marius Leordeanu, Alexandra Radu, Rahul Sukthankar
Features in Concert: Discriminative Feature Selection meets Unsupervised Clustering. CoRR (2014)
Marius Leordeanu, Andrei Zanfir, Cristian Sminchisescu
Locally Affine Sparse-to-Dense Matching for Motion and Occlusion Estimation. ICCV (2013)
Mihai Zanfir, Marius Leordeanu, Cristian Sminchisescu
The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection. ICCV (2013)
Marius Leordeanu, Cristian Sminchisescu
Efficient Hypergraph Clustering. AISTATS (2012)
Marius Leordeanu, Rahul Sukthankar, Cristian Sminchisescu
Efficient Closed-Form Solution to Generalized Boundary Detection. ECCV (4) (2012)
Marius Leordeanu, Rahul Sukthankar, Martial Hebert
Unsupervised Learning for Graph Matching. Int. J. Comput. Vis. 96 (1) (2012)
Marius Leordeanu, Rahul Sukthankar, Cristian Sminchisescu
Generalized Boundaries from Multiple Image Interpretations CoRR (2012)
Marius Leordeanu, Andrei Zanfir, Cristian Sminchisescu
Semi-supervised learning and optimization for hypergraph matching. ICCV (2011)
Marius Leordeanu, Martial Hebert, Rahul Sukthankar
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference. NIPS (2009)
Marius Leordeanu, Martial Hebert
Unsupervised learning for graph matching. CVPR (2009)
Julien Mairal, Marius Leordeanu, Francis R. Bach, Martial Hebert, Jean Ponce
Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. ECCV (3) (2008)
Marius Leordeanu, Martial Hebert
Smoothing-based Optimization. CVPR (2008)
Marius Leordeanu, Martial Hebert, Rahul Sukthankar
Beyond Local Appearance: Category Recognition from Pairwise Interactions of Simple Features. CVPR (2007)
James Hays, Marius Leordeanu, Alexei A. Efros, Yanxi Liu
Discovering Texture Regularity as a Higher-Order Correspondence Problem. ECCV (2) (2006)
Marius Leordeanu, Martial Hebert
Efficient MAP approximation for dense energy functions. ICML (2006)
Marius Leordeanu, Robert T. Collins
Unsupervised Learning of Object Features from Video Sequences. CVPR (1) (2005)
Marius Leordeanu, Martial Hebert
A Spectral Technique for Correspondence Problems Using Pairwise Constraints. ICCV (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marius Leordeanu