Petros Maragos
13 papers · 2013–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (36)
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Topic Evolution
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Keyword Collector
(81)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(8)
Analysis
(8)
Machine Learning
(7)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Processing
(4)
Core Methods
(3)
Generation
(3)
Application Areas
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
neural rendering
(2)
facial expression
(2)
3d face reconstruction
(2)
multimodal learning
(2)
neural network compression
(2)
neural network
(2)
feature extraction
(1)
feature learning
(1)
semantic segmentation
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
self-supervised learning
(1)
video understanding
(1)
scene graph generation
(1)
semi-supervised learning
(1)
appearance model
(1)
multiple instance learning
(1)
video generation
(1)
multi-class classification
(1)
speech enhancement
(1)
Papers
Registration-Free Learnable Multi-View Capture of Faces in Dense Semantic Correspondence
CVPR 2026
3D Facial Expressions through Analysis-by-Neural-Synthesis
CVPR 2024
OVeNet: Offset Vector Network for Semantic Segmentation
WACV 2024
3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions
WACV 2023
Neural Emotion Director: Speech-Preserving Semantic Control of Facial Expressions in "In-the-Wild" Videos
CVPR 2022
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes
ICLR 2022
Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection
ICCV 2021
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
ICML 2020
STAViS: Spatio-Temporal AudioVisual Saliency Network
CVPR 2020
Multimodal Visual Concept Learning With Weakly Supervised Techniques
CVPR 2018
A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments
Interspeech 2016
Multimodal Gesture Recognition via Multiple Hypotheses Rescoring
JMLR 2015
Dynamic Affine-Invariant Shape-Appearance Handshape Features and Classification in Sign Language Videos
JMLR 2013