Search Results for author: Malitha Gunawardhana

Found 5 papers, 4 papers with code

Towards Generalizing to Unseen Domains with Few Labels

1 code implementation18 Mar 2024 Chamuditha Jayanga Galappaththige, Sanoojan Baliah, Malitha Gunawardhana, Muhammad Haris Khan

Existing domain generalization (DG) methods which are unable to exploit unlabeled data perform poorly compared to semi-supervised learning (SSL) methods under SSDG setting.

Domain Generalization Pseudo Label +1

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

2 code implementations5 Mar 2024 Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana, Martin Renqiang Min, Daniel Harari, Muhammad Haris Khan

This knowledge, sourced from training procedure plans and structured as a directed weighted graph, equips the agent to better navigate the complexities of step sequencing and its potential variations.

Logical Sequence Navigate

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

no code implementations14 Nov 2023 Malitha Gunawardhana, Norbert Zolek

Our findings indicate the potential for enhanced diagnostic accuracy in the field of breast imaging, providing a solid foundation for future endeavors aiming to improve the precision and reliability of CAD systems in medical imaging.

Classification Image Classification

Multiclass Confidence and Localization Calibration for Object Detection

2 code implementations CVPR 2023 Bimsara Pathiraja, Malitha Gunawardhana, Muhammad Haris Khan

Surprisingly, very little to no attempts have been made in studying the calibration of object detection methods, which occupy a pivotal space in vision-based security-sensitive, and safety-critical applications.

Object object-detection +1

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