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Chamira U. S. Edussooriya

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Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology

Sep 13, 2023
Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage

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MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction

Jun 01, 2023
Pamuditha Somarathne, Tharindu Wickremasinghe, Amashi Niwarthana, A. Thieshanthan, Chamira U. S. Edussooriya, Dushan N. Wadduwage

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A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data

Oct 27, 2022
Mithunjha Anandakumar, Jathurshan Pradeepkumar, Simon L. Kappel, Chamira U. S. Edussooriya, Anjula C. De Silva

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Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar

Sep 12, 2022
Kavinda Kehelella, Gayangana Leelarathne, Dhanuka Marasinghe, Nisal Kariyawasam, Viduneth Ariyarathna, Arjuna Madanayake, Ranga Rodrigo, Chamira U. S. Edussooriya

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Towards Interpretable Sleep Stage Classification Using Cross-Modal Transformers

Aug 15, 2022
Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Dhinesh Suntharalingham, Simon L. Kappel, Anjula C. De Silva, Chamira U. S. Edussooriya

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Deep Optical Coding Design in Computational Imaging

Jun 27, 2022
Henry Arguello, Jorge Bacca, Hasindu Kariyawasam, Edwin Vargas, Miguel Marquez, Ramith Hettiarachchi, Hans Garcia, Kithmini Herath, Udith Haputhanthri, Balpreet Singh Ahluwalia, Peter So, Dushan N. Wadduwage, Chamira U. S. Edussooriya

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From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy

May 23, 2022
Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage

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Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope

Apr 13, 2022
Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage

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PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing

Dec 21, 2021
Dishanika Denipitiyage, Vinoj Jayasundara, Ranga Rodrigo, Chamira U. S. Edussooriya

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WLS Design of ARMA Graph Filters using Iterative Second-Order Cone Programming

Oct 08, 2021
Darukeesan Pakiyarajah, Chamira U. S. Edussooriya

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