Accelerate Training of Personalised Multi-Task Federated Learning

Authors: Li, Yiren, Sharma, Pradip, Leontidis, Georgios, Yi, Dewei

Source: 2024 29th International Conference on Automation and Computing (ICAC) Automation and Computing (ICAC), 2024 29th International Conference on. :1-6 Aug, 2024

Relation: 2024 29th International Conference on Automation and Computing (ICAC)

Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning

Authors: Li, Andy, Durrant, Aiden, Markovic, Milan, Huang, Tianjin, Kundu, Souvik, Chen, Tianlong, Yin, Lu, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2411.13545

Investigating the Capabilities of Deep Learning for Processing and Interpreting One-Shot Multi-offset GPR Data: A Numerical Case Study for Lunar and Martian Environments

Authors: Giannakis, Iraklis, Warren, Craig, Giannopoulos, Antonios, Leontidis, Georgios, Su, Yan, Zhou, Feng, Martin-Torres, Javier, Diamanti, Nectaria

Subject Terms: Physics - Geophysics, Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.14386

Capsule Network Projectors are Equivariant and Invariant Learners

Authors: Everett, Miles, Durrant, Aiden, Zhong, Mingjun, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.14386

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

Authors: Alkhalefi, Mohammad, Leontidis, Georgios, Zhong, Mingjun

Source: TMLR; 2024

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2403.06813

Masked Capsule Autoencoders

Authors: Everett, Miles, Zhong, Mingjun, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2403.04724

ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method

Authors: Everett, Miles, Zhong, Mingjun, Leontidis, Georgios

Source: TMLR December 2023 (https://openreview.net/pdf?id=Id10mlBjcx)

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2307.09944

Tabular Machine Learning Methods for Predicting Gas Turbine Emissions

Authors: Potts, Rebecca, Hackney, Rick, Leontidis, Georgios

Source: Machine Learning and Knowledge Extraction 2023

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.08386

Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods

Authors: Alkhalefi, Mohammad, Leontidis, Georgios, Zhong, Mingjun

Source: TMLR 2024 (https://openreview.net/pdf?id=z5AXLMBWdU)

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.16122

S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning

Authors: Manová, Alžběta, Durrant, Aiden, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.11701

HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes

Authors: Durrant, Aiden, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2305.10926

Vanishing Activations: A Symptom of Deep Capsule Networks

Authors: Everett, Miles, Zhong, Mingjun, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.11178

Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing

Authors: Li, Andy, Markovic, Milan, Edwards, Peter, Leontidis, Georgios

Source: Expert Systems with Applications 2023

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2304.09876

Deep learning universal crater detection using Segment Anything Model (SAM)

Authors: Giannakis, Iraklis, Bhardwaj, Anshuman, Sam, Lydia, Leontidis, Georgios

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, 86, I.2

Access URL: http://arxiv.org/abs/2304.07764

Contrastive Domain Adaptation

Authors: Thota, Mamatha, Leontidis, Georgios

Source: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2021 IEEE/CVF Conference on. :2209-2218 Jun, 2021

Relation: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Premonition Net, A Multi-Timeline Transformer Network Architecture Towards Strawberry Tabletop Yield Forecasting

Authors: Onoufriou, George, Hanheide, Marc, Leontidis, Georgios

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2211.08177

LLEDA -- Lifelong Self-Supervised Domain Adaptation

Authors: Thota, Mamatha, Yi, Dewei, Leontidis, Georgios

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2211.09027

Learning with Capsules: A Survey

Authors: Ribeiro, Fabio De Sousa, Duarte, Kevin, Everett, Miles, Leontidis, Georgios, Shah, Mubarak

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2206.02664

Bottom-up formulations for the multi-criteria decision analysis of oil and gas pipeline decommissioning in the North Sea: Brent field case study

Authors: Jalili, Shahin, Leontidis, Georgios, Cauvin, Samuel R., Gormley, Kate, Stone, Malcolm, Neilson, Richard

Source: In Journal of Environmental Management August 2024 365

EDLaaS: Fully Homomorphic Encryption Over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting

Authors: Onoufriou, George, Hanheide, Marc, Leontidis, Georgios

Subject Terms: Computer Science - Machine Learning, I.2.6, E.3

Access URL: http://arxiv.org/abs/2110.13638