Sudanthi N. R. Wijewickrema

52 papers A* 2A 1B 14C 1Misc 3Journal 17Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Artificial Intelligence Assurance in Head and Neck Surgery: Now and Next. CBMS Yuansan Liu, Sudanthi N. R. Wijewickrema, Bridget Copson, Jean-Marc Gerard, Sameer Antani
2025	J	`jnl`	Robust online drop detection for cochlear implant surgery. Int. J. Data Sci. Anal. Yuansan Liu, Sudanthi N. R. Wijewickrema, Christofer Bester, Stephen J. O'Leary, James Bailey
2025	—	`conf`	Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting. KDD (2) Yuansan Liu, Sudanthi N. R. Wijewickrema, Dongting Hu, Christofer Bester, Stephen J. O'Leary, James Bailey
2024	J	`jnl`	Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series Forecasting. CoRR Yuansan Liu, Sudanthi N. R. Wijewickrema, Dongting Hu, Christofer Bester, Stephen J. O'Leary, James Bailey
2024	B	`conf`	Time Series Representation Learning with Supervised Contrastive Temporal Transformer. IJCNN Yuansan Liu, Sudanthi N. R. Wijewickrema, Christofer Bester, Stephen J. O'Leary, James Bailey
2024	J	`jnl`	Time Series Representation Learning with Supervised Contrastive Temporal Transformer. CoRR Yuansan Liu, Sudanthi N. R. Wijewickrema, Christofer Bester, Stephen J. O'Leary, James Bailey
2024	A	`conf`	Time-Transformer: Integrating Local and Global Features for Better Time Series Generation. SDM Yuansan Liu, Sudanthi N. R. Wijewickrema, Ang Li, Christofer Bester, Stephen J. O'Leary, James Bailey
2023	J	`jnl`	Time-Transformer: Integrating Local and Global Features for Better Time Series Generation. CoRR Yuansan Liu, Sudanthi N. R. Wijewickrema, Ang Li, Christofer Bester, Stephen J. O'Leary, James Bailey
2022	J	`jnl`	A Deep Learning Framework for Segmenting Brain Tumors Using MRI and Synthetically Generated CT Images. Sensors Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary
2020	—	`conf`	A Deep Transfer Learning Framework for Pneumonia Detection from Chest X-ray Images. VISIGRAPP (5: VISAPP) Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Aaron Collins, Stephen J. O'Leary
2020	J	`jnl`	A Vision-Based Machine Learning Method for Barrier Access Control Using Vehicle License Plate Authentication. Sensors Kh Tohidul Islam, Ram Gopal Raj, Syed Mohammed Shamsul Islam, Sudanthi N. R. Wijewickrema, Md. Sazzad Hossain, Tayla Razmovski, Stephen J. O'Leary
2020	B	`conf`	Learning Non-Unique Segmentation with Reward-Penalty Dice Loss. IJCNN Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao
2020	J	`jnl`	Learning Non-Unique Segmentation with Reward-Penalty Dice Loss. CoRR Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao
2020	—	`—`	Reconstruction of quadrics from two silhouettes : with an application to automated fruit grading. Sudanthi N. R. Wijewickrema
2020	B	`conf`	Segmented Pairwise Distance for Time Series with Large Discontinuities. IJCNN Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao
2020	J	`jnl`	Segmented Pairwise Distance for Time Series with Large Discontinuities. CoRR Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao
2020	—	`conf`	Transfer of Automated Performance Feedback Models to Different Specimens in Virtual Reality Temporal Bone Surgery. AIED (1) Jesslyn Lamtara, Nathan Hanegbi, Benjamin Talks, Sudanthi N. R. Wijewickrema, Xingjun Ma, Patorn Piromchai, James Bailey, Stephen J. O'Leary
2019	J	`jnl`	A rotation and translation invariant method for 3D organ image classification using deep convolutional neural networks. PeerJ Comput. Sci. Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary
2019	B	`conf`	Identifying Diabetic Retinopathy from OCT Images using Deep Transfer Learning with Artificial Neural Networks. CBMS Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary
2019	J	`jnl`	Street Sign Recognition Using Histogram of Oriented Gradients and Artificial Neural Networks. J. Imaging Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Ram Gopal Raj, Stephen J. O'Leary
2019	B	`conf`	The Effect of Practice Distribution on Skill Retention in Virtual Reality Temporal Bone Surgery Training. CBMS Cassandra Williams, Sudanthi N. R. Wijewickrema, Patorn Piromchai, Stephen J. O'Leary
2019	—	`conf`	The Importance of Automated Real-Time Performance Feedback in Virtual Reality Temporal Bone Surgery Training. AIED (1) Myles Davaris, Sudanthi N. R. Wijewickrema, Yun Zhou, Patorn Piromchai, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2018	Misc	`conf`	An Exploration of Deep Transfer Learning for Food Image Classification. DICTA Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Masud Pervez, Stephen J. O'Leary
2018	—	`conf`	Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. ICLR Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey
2018	J	`jnl`	Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. CoRR Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Michael E. Houle, Grant Schoenebeck, Dawn Song, James Bailey
2018	B	`conf`	Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the Ear. CBMS Sudanthi N. R. Wijewickrema, Bridget Copson, Xingjun Ma, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2018	A*	`conf`	Dimensionality-Driven Learning with Noisy Labels. ICML Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi N. R. Wijewickrema, James Bailey
2018	J	`jnl`	Dimensionality-Driven Learning with Noisy Labels. CoRR Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi N. R. Wijewickrema, James Bailey
2018	—	`conf`	Providing Automated Real-Time Technical Feedback for Virtual Reality Based Surgical Training: Is the Simpler the Better? AIED (1) Sudanthi N. R. Wijewickrema, Xingjun Ma, Patorn Piromchai, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2018	Misc	`conf`	Road Trail Classification using Color Images for Autonomous Vehicle Navigation. DICTA Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Masud Pervez, Stephen J. O'Leary
2017	A*	`conf`	Adversarial Generation of Real-time Feedback with Neural Networks for Simulation-based Training. IJCAI Xingjun Ma, Sudanthi N. R. Wijewickrema, Shuo Zhou, Yun Zhou, Zakaria Mhammedi, Stephen J. O'Leary, James Bailey
2017	B	`conf`	Design and Evaluation of a Virtual Reality Simulation Module for Training Advanced Temporal Bone Surgery. CBMS Sudanthi N. R. Wijewickrema, Bridget Copson, Yun Zhou, Xingjun Ma, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2017	J	`jnl`	Extracting Real-time Feedback with Neural Networks for Simulation-based Learning. CoRR Xingjun Ma, James Bailey, Sudanthi N. R. Wijewickrema, Shuo Zhou, Zakaria Mhammedi, Yun Zhou, Stephen J. O'Leary
2017	J	`jnl`	Feedback Techniques in Computer-Based Simulation Training: A Survey. CoRR Sudanthi N. R. Wijewickrema, Xingjun Ma, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2017	J	`jnl`	Finding Influentials in Twitter: A Temporal Influence Ranking Model. CoRR Xingjun Ma, Chunping Li, James Bailey, Sudanthi N. R. Wijewickrema
2017	C	`conf`	Parameter-free hierarchical image segmentation. VCIP S. M. Abdullah, Peter E. Tischer, Sudanthi N. R. Wijewickrema, Andrew P. Paplinski
2017	—	`conf`	Providing Effective Real-Time Feedback in Simulation-Based Surgical Training. MICCAI (2) Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Shuo Zhou, Stephen J. O'Leary, James Bailey
2017	J	`jnl`	Providing Effective Real-time Feedback in Simulation-based Surgical Training. CoRR Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Shuo Zhou, Stephen J. O'Leary, James Bailey
2017	B	`conf`	Simulation for Training Cochlear Implant Electrode Insertion. CBMS Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Bridget Copson, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2016	Misc	`conf`	Hierarchical Mutual Nearest Neighbour Image Segmentation. DICTA S. M. Abdullah, Peter E. Tischer, Sudanthi N. R. Wijewickrema, Andrew P. Paplinski
2016	B	`conf`	Provision of automated step-by-step procedural guidance in virtual reality surgery simulation. VRST Sudanthi N. R. Wijewickrema, Yun Zhou, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2015	—	`conf`	Automated Segmentation of Surgical Motion for Performance Analysis and Feedback. MICCAI (1) Yun Zhou, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2015	B	`conf`	Region-Specific Automated Feedback in Temporal Bone Surgery Simulation. CBMS Sudanthi N. R. Wijewickrema, Ioanna Ioannou, Yun Zhou, Patorn Piromchai, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2014	—	`conf`	A Temporal Bone Surgery Simulator with Real-Time Feedback for Surgical Training. MMVR Sudanthi N. R. Wijewickrema, Ioanna Ioannou, Yun Zhou, Patorn Piromchai, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2014	B	`conf`	Transfer Learning of a Temporal Bone Performance Model via Anatomical Feature Registration. ICPR Yun Zhou, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, James Bailey, Patorn Piromchai, Gregor E. Kennedy, Stephen J. O'Leary
2013	B	`conf`	Adaptation of marching cubes for the simulation of material removal from segmented volume data. CBMS Sudanthi N. R. Wijewickrema, Ioanna Ioannou, Gregor E. Kennedy
2013	J	`jnl`	Algorithms for projecting points onto conics. J. Comput. Appl. Math. N. Chernov, Sudanthi N. R. Wijewickrema
2013	—	`conf`	Constructive Real Time Feedback for a Temporal Bone Simulator. MICCAI (3) Yun Zhou, James Bailey, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, Gregor E. Kennedy, Stephen J. O'Leary
2013	B	`conf`	Pattern-based real-time feedback for a temporal bone simulator. VRST Yun Zhou, James Bailey, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Gregor E. Kennedy
2009	—	`conf`	A Novel Approach to Orthogonal Distance Least Squares Fitting of General Conics. VISAPP (1) Sudanthi N. R. Wijewickrema, Charles E. Esson, Andrew P. Paplinski
2009	—	`conf`	Orthogonal Distance Least Squares Fitting: A Novel Approach. VISIGRAPP (Selected Papers) Sudanthi N. R. Wijewickrema, Charles E. Esson, Andrew P. Paplinski
2006	—	`conf`	Reconstruction of Spheres using Occluding Contours from Stereo Images. ICPR (1) Sudanthi N. R. Wijewickrema, Andrew P. Paplinski, Charles E. Esson