Aggelos K. Katsaggelos
3 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Architectures
(3)
Machine Learning
(2)
Application Areas
(2)
Domain-Specific
(2)
Processing
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
medical imaging
(2)
transformer architecture
(1)
image classification
(1)
semantic segmentation
(1)
image generation
(1)
transfer learning
(1)
attention mechanism
(1)
neural network optimization
(1)
multiple instance learning
(1)
convolutional neural network
(1)
latent space
(1)
generative adversarial network
(1)
feature aggregation
(1)
instance-level classification
(1)
spatial dependency
(1)
bag-level classification
(1)
explainable artificial intelligence
(1)
chest radiograph
(1)
video object segmentation
(1)
instance localization
(1)
Papers
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
NeurIPS 2024
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract)
AAAI 2022
Efficient Video Object Segmentation via Network Modulation
CVPR 2018