ORCID as entered in ROS
https://orcid.org/0000-0001-9236-5063
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Conference Papers
, 2022, 'Data Agnostic Filter Gating For Efficient Deep Networks', in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Singapore, pp. 3503 - 3507, presented at
, 2022, 'Learning Left Main Bifurcation Shape Features with an Autoencoder', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 4, presented at
, 2022, 'A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761613
, 2022, 'Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data', in Proceedings of Machine Learning Research, pp. 1085 - 1095
, 2022, 'Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 409 - 419, http://dx.doi.org/10.1007/978-3-031-16434-7_40
, 2022, 'Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761488
, 2022, 'Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892038
, 2022, 'ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 5006 - 5016, http://dx.doi.org/10.1109/CVPRW56347.2022.00549
, 2022, 'Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761582
, 2022, 'Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting', in Proceedings International Conference on Pattern Recognition, pp. 4630 - 4636, http://dx.doi.org/10.1109/ICPR56361.2022.9956309
, 2021, 'Simplified analysis of internal quantum efficiency using machine learning', Sydney, presented at
, 2021, 'Efficiency prediction of solar cells using photoluminescence images and deep Learning', in Small letters, Online, presented at
, 2021, 'PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs', Online, presented at
, 2021, 'A deep learning approach for loss-analysis from luminescence images', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Online, pp. 97 - 100, presented at
, 2021, 'Localization of defects in solar cells using luminescence images and deep learning', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Online, pp. 745 - 749, presented at
, 2021, 'EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis', in Conference on Human Factors in Computing Systems - Proceedings, http://dx.doi.org/10.1145/3411763.3451784
, 2021, 'Multi-label classification based on subcellular region-guided feature description for protein localisation', in Proceedings International Symposium on Biomedical Imaging, pp. 1929 - 1933, http://dx.doi.org/10.1109/ISBI48211.2021.9434145
, 2021, 'Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images', in Proceedings International Conference on Tools with Artificial Intelligence Ictai, pp. 915 - 919, http://dx.doi.org/10.1109/ICTAI52525.2021.00147
, 2021, 'Circular Microstrip Patch Antenna Using Superstrate for Deep Space Application', in 2021 IEEE International Conference on Mobile Networks and Wireless Communications Icmnwc 2021, http://dx.doi.org/10.1109/ICMNWC52512.2021.9688381
, 2021, 'Deep learning based stereo cost aggregation on a small dataset', in Dicta 2021 2021 International Conference on Digital Image Computing Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647104
, 2021, 'Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation', in Dicta 2021 2021 International Conference on Digital Image Computing Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647209
, 2021, 'Improved Spatio-temporal Action Localization for Surveillance Videos', in Dicta 2021 2021 International Conference on Digital Image Computing Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647106
, 2021, 'Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images', in Lecture Notes in Computer Science, pp. 592 - 601, http://dx.doi.org/10.1007/978-3-030-87237-3_57
, 2021, 'Semi-supervised Siamese Networks for Change Recognition with VHR Imagery', in CEUR Workshop Proceedings
, 2020, 'Deep learning on electroluminescence images for end-of-line binning of full and half-cut cells', Online, presented at
, 2020, 'Self-Supervised Remote Sensing Image Retrieval', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1683 - 1686, http://dx.doi.org/10.1109/IGARSS39084.2020.9323294
, 2020, 'Application of u-net convolutional neural network to bushfire monitoring in australia with sentinel-1/-2 data', in International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences ISPRS Archives, pp. 573 - 578, http://dx.doi.org/10.5194/isprs-archives-XLIII-B1-2020-573-2020
, 2020, 'End-of-line binning of full and half-cut cells using deep learning on electroluminescence images', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Virtual, pp. 0133 - 0138, presented at
, 2020, 'A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network', in Proceedings International Symposium on Biomedical Imaging, pp. 726 - 730, http://dx.doi.org/10.1109/ISBI45749.2020.9098714
, 2020, 'Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations', in Proceedings International Symposium on Biomedical Imaging, pp. 818 - 821, http://dx.doi.org/10.1109/ISBI45749.2020.9098715
, 2020, 'Automated grading of refractive error from fundus images using deep learning', in Optics Infobase Conference Papers
, 2019, 'Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Sydney, Australia, pp. 432 - 444, presented at
, 2019, 'Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network', in 2019 Digital Image Computing Techniques and Applications Dicta 2019, http://dx.doi.org/10.1109/DICTA47822.2019.8946023
, 2019, 'Deep learning on electroluminescence imaging for end-of-line cell binning', Xi'an, Shaanxi, China, presented at
, 2019, 'ERL-Net: Entangled representation learning for single image de-raining', in Proceedings of the IEEE International Conference on Computer Vision, pp. 5643 - 5651, http://dx.doi.org/10.1109/ICCV.2019.00574
, 2019, 'Selective detection and segmentation of cervical cells', in ACM International Conference Proceeding Series, Stockholm, pp. 55 - 61, presented at
, 2019, 'Robust CNNs for detecting collapsed buildings with crowd-sourced data', in 2019 Joint Urban Remote Sensing Event Jurse 2019, http://dx.doi.org/10.1109/JURSE.2019.8808946
, 2019, 'Hawkes process with stochastic triggering kernel', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Macau, China, pp. 319 - 330, presented at
, 2019, 'Recovering DTW distance between noise superposed NHPP', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Macau, China, pp. 229 - 241, presented at
, 2019, 'Convolutional neural networks for automated fetal cardiac assessment using 4d b-mode ultrasound', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), ITALY, Venice, pp. 824 - 828, presented at
, 2019, 'Deep learning for volumetric segmentation in spatio-temporal data: Application to segmentation of prostate in DCE-MRI', in Proceedings International Symposium on Biomedical Imaging, pp. 61 - 65, http://dx.doi.org/10.1109/ISBI.2019.8759314
, 2018, 'Deep fusion pipeline for mild cognitive impairment diagnosis', in Proceedings International Symposium on Biomedical Imaging, pp. 1394 - 1397, http://dx.doi.org/10.1109/ISBI.2018.8363832
, 2018, 'Lesion detection in ultra-wide field retinal images for diabetic retinopathy diagnosis', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Houston, Texas, United States, presented at
, 2018, 'A refined MISD algorithm based on Gaussian process regression', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 584 - 596, http://dx.doi.org/10.1007/978-3-319-93037-4_46
, 2017, 'Inshore eutrophic underwater image enhancement based on light-particles interaction descattering', in Oceans 2017 Aberdeen, pp. 1 - 5, http://dx.doi.org/10.1109/OCEANSE.2017.8084657
, 2017, 'A Fast Approximate Spectral Unmixing Algorithm Based on Segmentation', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Honolulu, HI, USA, pp. 260 - 266, presented at
, 2017, 'Political competition and the initiation of international conflict', in World Politics, pp. 493 - 531, http://dx.doi.org/10.1017/S0043887116000307
, 2017, 'A Performance Acceleration Algorithm of Spectral Unmixing via Subset Selection', in ESANN 2017 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium), pp. 471 - 476, presented at
, 2017, 'CogVis: Attention-driven cognitive architecture for visual change detection', in Proceedings of the ACM Symposium on Applied Computing, Marrakech, Morocco, pp. 151 - 154, presented at
, 2017, 'Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes', in Proceedings of the 6th International Conference on Pattern Recognition Applications and Method (ICPRAM), Porto, Portugal, pp. 655 - 662, presented at
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https://orcid.org/0000-0001-9236-5063