Leontidis, Georgios

10 publications

TMLR 2025 Capsule Network Projectors Are Equivariant and Invariant Learners Miles Everett, Aiden Durrant, Mingjun Zhong, Georgios Leontidis

ICCV 2025 EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks Athinoulla Konstantinou, Georgios Leontidis, Mamatha Thota, Aiden Durrant

TMLR 2025 Masked Capsule Autoencoders Miles Everett, Mingjun Zhong, Georgios Leontidis

TMLR 2025 Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning Andy Li, Aiden Durrant, Milan Markovic, Tianjin Huang, Souvik Kundu, Tianlong Chen, Lu Yin, Georgios Leontidis

TMLR 2024 LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong

TMLR 2024 Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination Methods Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong

TMLR 2023 ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method Miles Everett, Mingjun Zhong, Georgios Leontidis

CVPRW 2021 Contrastive Domain Adaptation Mamatha Thota, Georgios Leontidis

AAAI 2020 Capsule Routing via Variational Bayes Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos D. Kollias

NeurIPS 2020 Introducing Routing Uncertainty in Capsule Networks Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos Kollias