Georgios Leontidis

3 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICCV (1) NeurIPS (1)

Top co-authors

Fabio De Sousa Ribeiro (2) Stefanos Kollias (2) Aiden Durrant (1) Athinoulla Konstantinou (1) Mamatha Thota (1)

Research topics

Computer Vision (3) Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Analysis (2) Architectures (2) Bayesian & Probabilistic · Artificial Intelligence (2) Core AI (2) Models (2) Bayesian & Probabilistic · Machine Learning (1) Learning Types (1) Optimization & Theory (1)

Keywords

capsule network (3) pose estimation (3) variational inference (2) shape recognition (1) minimum description length (1) viewpoint invariance (1) mixture model (1) latent variable (1) variational autoencoder (1) geometric transformation (1) variational baye (1) routing mechanism (1) neural network (1) pose parameter (1) transforming gaussian (1) part-object assignment (1) bayesian learning (1) self-supervised learning (1)

Papers

EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks ICCV 2025 Capsule Routing via Variational Bayes AAAI 2020 Introducing Routing Uncertainty in Capsule Networks NeurIPS 2020