Marius Leordeanu
15 papers · 2009–2024 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
📈
Trend Setter
💎
Century Club · Bronze
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The Questioner
(2)
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Renaissance Researcher
(6)
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Conference Pioneer
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Keyword Collector
(83)
Top co-authors
Research topics
Computer Vision
(9)
Machine Learning
(9)
Deep Learning
(6)
Analysis
(6)
Learning Types · Machine Learning
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Architectures
(3)
Natural Language Processing
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization
(2)
Processing
(2)
Computer Science
(1)
Keywords
action recognition
(2)
graph neural network
(2)
semi-supervised learning
(2)
transformer architecture
(1)
pose estimation
(1)
multi-task learning
(1)
image segmentation
(1)
graph matching
(1)
image generation
(1)
spectral clustering
(1)
belief propagation
(1)
scene understanding
(1)
graph clustering
(1)
video segmentation
(1)
k-means clustering
(1)
iterative optimization
(1)
semantic segmentation
(1)
curriculum learning
(1)
motion estimation
(1)
one-shot learning
(1)
Papers
“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions
EMNLP 2024
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks
NeurIPS 2021
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus
AAAI 2021
TeachText: CrossModal Generalized Distillation for Text-Video Retrieval
ICCV 2021
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time
IJCAI 2020
A hierarchical approach to vision-based language generation: from simple sentences to complex natural language
COLING 2020
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)
WACV 2020
Recurrent Space-time Graph Neural Networks
NeurIPS 2019
Unsupervised Learning From Video to Detect Foreground Objects in Single Images
ICCV 2017
Unsupervised Object Segmentation in Video by Efficient Selection of Highly Probable Positive Features
ICCV 2017
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image
CVPR 2016
Locally Affine Sparse-to-Dense Matching for Motion and Occlusion Estimation
ICCV 2013
The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection
ICCV 2013
Efficient Hypergraph Clustering
AISTATS 2012
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference
NeurIPS 2009