Malitha Gunawardhana

18 papers A* 3Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
BSA-Net: Boundary-prioritized spatial adaptive network for efficient left atrial segmentation.
Comput. Biol. Medicine
Fangqiang Xu, Wenxuan Tu, Fan Feng, Jiayuan Yang, Malitha Gunawardhana, Yun Gu, Junjian Huang, Jichao Zhao
2025 J jnl
CrossVideoMAE: Self-Supervised Image-Video Representation Learning with Masked Autoencoders.
CoRR
Shihab Aaqil Ahamed, Malitha Gunawardhana, Liel David, Michael Sidorov, Daniel Harari, Muhammad Haris Khan
2025 J jnl
Integrating deep learning in cardiology: a comprehensive review of atrial fibrillation, left atrial scar segmentation, and the frontiers of state-of-the-art techniques.
Discov. Artif. Intell.
Malitha Gunawardhana, Anuradha Kulathilaka, Jichao Zhao
2025 J jnl
Segmenting Bi-Atrial Structures Using ResNext Based Framework.
CoRR
Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao
2024 — conf
Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation.
MICCAI (8)
Fangqiang Xu, Wenxuan Tu, Fan Feng, Malitha Gunawardhana, Jiayuan Yang, Yun Gu, Jichao Zhao
2024 J jnl
Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation.
CoRR
Fangqiang Xu, Wenxuan Tu, Fan Feng, Malitha Gunawardhana, Jiayuan Yang, Yun Gu, Jichao Zhao
2024 J jnl
How Effective are Self-Supervised Models for Contact Identification in Videos.
CoRR
Malitha Gunawardhana, Limalka Sadith, Liel David, Daniel Harari, Muhammad Haris Khan
2024 J jnl
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation.
CoRR
Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao
2024 J jnl
Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques.
CoRR
Malitha Gunawardhana, Anuradha Kulathilaka, Jichao Zhao
2024 — conf
ResNet-Based Convolutional Framework for Segmenting Left Atrial Scars and Cavities.
CMRxRecon/MBAS/STACOM@MICCAI
Malitha Gunawardhana, Fangqiang Xu, Yun Gu, Jichao Zhao
2024 A* conf
Towards Generalizing to Unseen Domains with Few Labels.
CVPR
Chamuditha Jayanga Galappaththige, Sanoojan Baliah, Malitha Gunawardhana, Muhammad Haris Khan
2024 J jnl
Towards Generalizing to Unseen Domains with Few Labels.
CoRR
Chamuditha Jayanga Galappaththige, Sanoojan Baliah, Malitha Gunawardhana, Muhammad Haris Khan
2024 A* conf
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos.
CVPR
Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan
2024 J jnl
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos.
CoRR
Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan
2023 — conf
Evaluation of Noise Reduction Methods for Sentence Recognition by Sinhala Speaking Listeners.
ICIIS
Malitha Gunawardhana, Chathuki Navanjana, Dinithi Fernando, Nipuna Upeksha, Anjula De Silva
2023 A* conf
Multiclass Confidence and Localization Calibration for Object Detection.
CVPR
Bimsara Pathiraja, Malitha Gunawardhana, Muhammad Haris Khan
2023 J jnl
Multiclass Confidence and Localization Calibration for Object Detection.
CoRR
Bimsara Pathiraja, Malitha Gunawardhana, Muhammad Haris Khan
2023 J jnl
Performance of Machine Learning Classification in Mammography Images using BI-RADS.
CoRR
Malitha Gunawardhana, Norbert Zolek