Malitha Gunawardhana

According to our database, Malitha Gunawardhana authored at least 13 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Segmenting Bi-Atrial Structures Using ResNext Based Framework.

Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao

CoRR, March, 2025

CrossVideoMAE: Self-Supervised Image-Video Representation Learning with Masked Autoencoders.

Shihab Aaqil Ahamed, Malitha Gunawardhana, Liel David, Michael Sidorov, Daniel Harari, Muhammad Haris Khan

CoRR, February, 2025

BSA-Net: Boundary-prioritized spatial adaptive network for efficient left atrial segmentation.

Fangqiang Xu, Wenxuan Tu, Fan Feng, Jiayuan Yang, Malitha Gunawardhana, Yun Gu, Junjian Huang, Jichao Zhao

Comput. Biol. Medicine, 2025

2024

How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation.

Malitha Gunawardhana, Fangqiang Xu, Jichao Zhao

CoRR, 2024

How Effective are Self-Supervised Models for Contact Identification in Videos.

Malitha Gunawardhana, Limalka Sadith, Liel David, Daniel Harari, Muhammad Haris Khan

CoRR, 2024

Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques.

Malitha Gunawardhana, Anuradha Kulathilaka, Jichao Zhao

CoRR, 2024

Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation.

Fangqiang Xu, Wenxuan Tu, Fan Feng, Malitha Gunawardhana, Jiayuan Yang, Yun Gu, Jichao Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

ResNet-Based Convolutional Framework for Segmenting Left Atrial Scars and Cavities.

Malitha Gunawardhana, Fangqiang Xu, Yun Gu, Jichao Zhao

Proceedings of the Statistical Atlases and Computational Models of the Heart. Workshop, 2024

Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos.

Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Generalizing to Unseen Domains with Few Labels.

Chamuditha Jayanga Galappaththige, Sanoojan Baliah, Malitha Gunawardhana, Muhammad Haris Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Performance of Machine Learning Classification in Mammography Images using BI-RADS.

Malitha Gunawardhana, Norbert Zolek

CoRR, 2023

Evaluation of Noise Reduction Methods for Sentence Recognition by Sinhala Speaking Listeners.

Malitha Gunawardhana, Chathuki Navanjana, Dinithi Fernando, Nipuna Upeksha, Anjula De Silva

Proceedings of the 17th IEEE International Conference on Industrial and Information Systems, 2023

Multiclass Confidence and Localization Calibration for Object Detection.

Bimsara Pathiraja, Malitha Gunawardhana, Muhammad Haris Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023