Philip Sellars

13 papers C 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst.
Philip Sellars, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb
2022 J jnl
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays.
Pattern Recognit.
Angelica I. Avilés-Rivero, Philip Sellars, Carola-Bibiane Schönlieb, Nicolas Papadakis
2021 J jnl
LaplaceNet: A Hybrid Energy-Neural Model for Deep Semi-Supervised Classification.
CoRR
Philip Sellars, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb
2020 J jnl
GraphXCOVID: Explainable Deep Graph Diffusion Pseudo-Labelling for Identifying COVID-19 on Chest X-rays.
CoRR
Angelica I. Avilés-Rivero, Philip Sellars, Carola-Bibiane Schönlieb, Nicolas Papadakis
2020 J jnl
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Philip Sellars, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb
2020 J jnl
The GraphNet Zoo: A Plug-and-Play Framework for Deep Semi-Supervised Classification.
CoRR
Marianne de Vriendt, Philip Sellars, Angelica I. Avilés-Rivero
2020 — conf
The GraphNet Zoo: An All-in-One Graph Based Deep Semi-supervised Framework for Medical Image Classification.
UNSURE/GRAIL@MICCAI
Marianne de Vriendt, Philip Sellars, Angelica I. Avilés-Rivero
2020 J jnl
Two Cycle Learning: Clustering Based Regularisation for Deep Semi-Supervised Classification.
CoRR
Philip Sellars, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb
2019 J jnl
GraphX
CoRR
Angelica I. Avilés-Rivero, Nicolas Papadakis, Ruoteng Li, Philip Sellars, Qingnan Fan, Robby T. Tan, Carola-Bibiane Schönlieb
2019 — conf
GraphX $$^\mathbf{\small NET } -$$ -Chest X-Ray Classification Under Extreme Minimal Supervision.
MICCAI (6)
Angelica I. Avilés-Rivero, Nicolas Papadakis, Ruoteng Li, Philip Sellars, Qingnan Fan, Robby T. Tan, Carola-Bibiane Schönlieb
2019 C conf
Semi-Supervised Learning with Graphs: Covariance Based Superpixels For Hyperspectral Image Classification.
IGARSS
Philip Sellars, Angelica I. Avilés-Rivero, Nicolas Papadakis, David Coomes, Anita Faul, Carola-Bibiane Schönlieb
2019 J jnl
Semi-supervised Learning with Graphs: Covariance Based Superpixels For Hyperspectral Image Classification.
CoRR
Philip Sellars, Angelica I. Avilés-Rivero, Nicolas Papadakis, David Coomes, Anita Faul, Carola-Bibiane Schönlieb
2019 J jnl
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification.
CoRR
Philip Sellars, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb