C. Paul Bonnington

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 26

Top Topics

Transfer Learning

Convolutional Neural Network

Top Venues

Australas. J Comb.

IEEE Trans. Medical Imaging

IEEE J. Biomed. Health Informatics

Publications

Lie Ju, Zhen Yu, Lin Wang, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
Hierarchical Knowledge Guided Learning for Real-World Retinal Disease Recognition. IEEE Trans. Medical Imaging 43 (1) (2024)
Deval Mehta, Brigid Betz-Stablein, Toàn D. Nguyên, Yaniv Gal, Adrian Bowling, Martin Haskett, Maithili Sashindranath, C. Paul Bonnington, Victoria Mar, H. Peter Soyer, Zongyuan Ge
Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis. CoRR (2023)
Zhen Yu, Jennifer Nguyen, Toan D. Nguyen, John Kelly, Catriona McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
Early Melanoma Diagnosis With Sequential Dermoscopic Images. IEEE Trans. Medical Imaging 41 (3) (2022)
Zhen Yu, Toan D. Nguyen, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. MICCAI (3) (2022)
Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
Flexible Sampling for Long-tailed Skin Lesion Classification. CoRR (2022)
Xuelin Zhang, Donghao Zhang, Alexander Leye, Adrian Scott, Luke Visser, Zongyuan Ge, C. Paul Bonnington
Autonomous Incident Detection on Spectrometers Using Deep Convolutional Models. Sensors 22 (1) (2022)
Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge
Flexible Sampling for Long-Tailed Skin Lesion Classification. MICCAI (3) (2022)
Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images. CoRR (2022)
Xuelin Zhang, Xuelian Cheng, Donghao Zhang, C. Paul Bonnington, Zongyuan Ge
Learning Network Architecture for Open-Set Recognition. AAAI (2022)
Zhen Yu, Toan D. Nguyen, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, C. Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. CoRR (2022)
Deval Mehta, Yaniv Gal, Adrian Bowling, C. Paul Bonnington, Zongyuan Ge
Out-of-Distribution Detection for Long-Tailed and Fine-Grained Skin Lesion Images. MICCAI (1) (2022)
Zhen Yu, Jennifer Nguyen, Toan D. Nguyen, John Kelly, Catriona McLean, C. Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge
Early Melanoma Diagnosis with Sequential Dermoscopic Images. CoRR (2021)
Zhen Yu, Victoria Mar, Anders Eriksson, Shakes Chandra, C. Paul Bonnington, Lei Zhang, Zongyuan Ge
End-to-End Ugly Duckling Sign Detection for Melanoma Identification with Transformers. MICCAI (7) (2021)
Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. IEEE Trans. Medical Imaging 40 (10) (2021)
Lie Ju, Xin Wang, Xin Zhao, Huimin Lu, Dwarikanath Mahapatra, C. Paul Bonnington, Zongyuan Ge
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Srinibas Swain, C. Paul Bonnington, Graham Farr, Kerri Morgan
A survey of repositories in graph theory. CoRR (2020)
Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. CoRR (2020)
Yu Liu, Shobi Sivathamboo, Peter Goodin, C. Paul Bonnington, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Piero Perucca, Zongyuan Ge
Epileptic Seizure Detection Using Convolutional Neural Network: A Multi-Biosignal study. ACSW (2020)
Lie Ju, Xin Wang, Xin Zhao, C. Paul Bonnington, Zongyuan Ge
Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading. CoRR (2020)
James Tong, Dwarikanath Mahapatra, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
Registration of Histopathology Images Using Self Supervised Fine Grained Feature Maps. DART/DCL@MICCAI (2020)
Yanyang Gu, Zongyuan Ge, C. Paul Bonnington, Jun Zhou
Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Lie Ju, Xin Wang, Quan Zhou, Hu Zhu, Mehrtash Harandi, C. Paul Bonnington, Tom Drummond, Zongyuan Ge
Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation. CoRR (2020)
C. Paul Bonnington, Jeffrey H. Dinitz, Jozef Sirán
Special issue in honour of Dan S. Archdeacon: Guest Editorial. Australas. J Comb. 67 (2017)
Dan Archdeacon, C. Paul Bonnington, Bojan Mohar
Embedding quartic Eulerian digraphs on the plane. Australas. J Comb. 67 (2017)
Dany Vohl, David G. Barnes, Christopher J. Fluke, Govinda R. Poudel, Nellie Georgiou-Karistianis, Amr H. Hassan, Yuri Benovitski, Tsz Ho Wong, Owen Kaluza, Toàn D. Nguyên, C. Paul Bonnington
Large-scale comparative visualisation of sets of multidimensional data. CoRR (2016)
Dany Vohl, David G. Barnes, Christopher J. Fluke, Govinda R. Poudel, Nellie Georgiou-Karistianis, Amr H. Hassan, Yuri Benovitski, Tsz Ho Wong, Owen Kaluza, Toàn D. Nguyên, C. Paul Bonnington
Large-scale comparative visualisation of sets of multidimensional data. PeerJ Comput. Sci. 2 (2016)
Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
Regular pinched maps. Australas. J Comb. 58 (2014)
Wojtek Goscinski, Paul McIntosh, Ulrich Claus Felzmann, Anton Maksimenko, Christopher Hall, Timur Gureyev, Darren Thompson, Andrew L. Janke, Graham J. Galloway, Neil E. B. Killeen, Parnesh Raniga, Owen Kaluza, Amanda Ng, Govinda R. Poudel, David G. Barnes, Toàn D. Nguyên, C. Paul Bonnington, Gary F. Egan
The multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: applications in neuroscience and neuroinformatics research. Frontiers Neuroinformatics 8 (2014)
Jamie Sneddon, C. Paul Bonnington
A Note on Obstructions to Clustered Planarity. Electron. J. Comb. 18 (1) (2011)
Wendy G. Mason, Guido Aben, Jan J. Meijer, Chris Richter, C. Paul Bonnington, Louis Moresi, Peter G. Betts
Facilitating Research Collaboration in the Australian Geoscience Community Using CloudStor. eScience (2010)
C. Paul Bonnington, Atsuhiro Nakamoto
Geometric Realization of a Triangulation on the Projective Plane with One Face Removed. Discret. Comput. Geom. 40 (1) (2008)
C. Paul Bonnington, R. Bruce Richter, Mark E. Watkins
Between ends and fibers. J. Graph Theory 54 (2) (2007)
Dan Archdeacon, C. Paul Bonnington, Joanna A. Ellis-Monaghan
How to Exhibit Toroidal Maps in Space. Discret. Comput. Geom. 38 (3) (2007)
C. Paul Bonnington, Nora Hartsfield, Jozef Sirán
Obstructions to directed embeddings of Eulerian digraphs in the plane. Eur. J. Comb. 25 (6) (2004)
C. Paul Bonnington, Tomaz Pisanski
On the orientable genus of the cartesian product of a complete regular tripartite graph with an even cycle. Ars Comb. 70 (2004)
Dan Archdeacon, C. Paul Bonnington
Obstructions for embedding cubic graphs on the spindle surface. J. Comb. Theory, Ser. B 91 (2) (2004)
Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
Halin's theorem for cubic graphs on an annulus. Discret. Math. 281 (1-3) (2004)
C. Paul Bonnington, Mark E. Watkins
Planar embeddings with infinite faces. J. Graph Theory 42 (4) (2003)
C. Paul Bonnington, Sandi Klavzar, Alenka Lipovec
On cubic and edge-critical isometric subgraphs of hypercubes. Australas. J Comb. 28 (2003)
C. Paul Bonnington, R. Bruce Richter
Graphs embedded in the plane with a bounded number of accumulation points. J. Graph Theory 44 (2) (2003)
Dan Archdeacon, C. Paul Bonnington, Marisa Debowsky, Michael Prestidge
Halin's Theorem for the Msbius Strip. Ars Comb. 68 (2003)
Dan Archdeacon, C. Paul Bonnington, R. Bruce Richter, Jozef Sirán
Sewing Ribbons on Graphs in Space. J. Comb. Theory, Ser. B 86 (1) (2002)
C. Paul Bonnington, Marston D. E. Conder, Margaret Morton, Patricia A. McKenna
Embedding Digraphs on Orientable Surfaces. J. Comb. Theory, Ser. B 85 (1) (2002)
Dan Archdeacon, C. Paul Bonnington
Two maps on one surface. J. Graph Theory 36 (4) (2001)
Dan Archdeacon, C. Paul Bonnington, Nathaniel Dean, Nora Hartsfield, Katherine Scott
Obstruction sets for outer-cylindrical graphs. J. Graph Theory 38 (1) (2001)
Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
Trading crossings for handles and crosscaps. J. Graph Theory 38 (4) (2001)
C. Paul Bonnington, Mike J. Grannell, Terry S. Griggs, Jozef Sirán
Exponential Families of Non-Isomorphic Triangulations of Complete Graphs. J. Comb. Theory, Ser. B 78 (2) (2000)
C. Paul Bonnington, Jozef Sirán
Bipartite labeling of trees with maximum degree three. J. Graph Theory 31 (1) (1999)
Dan Archdeacon, C. Paul Bonnington, Jozef Sirán
A Nebeský-Type Characterization for Relative Maximum Genus. J. Comb. Theory, Ser. B 73 (1) (1998)
Dan Archdeacon, C. Paul Bonnington, John Pearson, Jozef Sirán
The Hadwiger Number for the Product of Two Cycles. DMTCS (1996)
C. Paul Bonnington, Wilfried Imrich, Norbert Seifter
Geodesics in Transitive Graphs. J. Comb. Theory, Ser. B 67 (1) (1996)
C. Paul Bonnington, Wilfried Imrich, Mark E. Watkins
Separating double rays in locally finite planar graphs. Discret. Math. 145 (1-3) (1995)
Dan Archdeacon, C. Paul Bonnington, Charles H. C. Little
An algebraic characterization of planar graphs. J. Graph Theory 19 (2) (1995)
C. Paul Bonnington, Charles H. C. Little
A combinatorial generalisation of the Jordan curve theorem. Australas. J Comb. 9 (1994)
C. Paul Bonnington
The Relative Maximum Genus of a Graph. J. Comb. Theory, Ser. B 60 (2) (1994)
C. Paul Bonnington, C. H. C. Little
The classification of combinatorial surfaces using 3-graphs. Australas. J Comb. 5 (1992)
Dan Archdeacon, C. Paul Bonnington, Charles H. C. Little
Cycles, Cocycles and Diagonals: A Characterization of Planar Graphs. Planar Graphs (1991)
C. Paul Bonnington, Charles H. C. Little
A Generalisation of MacLane's Theorem to 3-graphs. Planar Graphs (1991)