A Novel Transfer Learning-Based Approach for Screening Pre-Existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds. - Ramith Hettiarachchi; Udith Haputhanthri; Kithmini Herath; Hasindu Kariyawasam; Shehan Munasinghe; Kithmin Wickramasinghe; Duminda Samarasinghe; Anjula C. De Silva; Chamira U. S. Edussooriya (ISCAS, 2021)

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds. - Ramith Hettiarachchi; Udith Haputhanthri; Kithmini Herath; Hasindu Kariyawasam; Shehan Munasinghe; Kithmin Wickramasinghe; Duminda Samarasinghe; Anjula De Silva; Chamira U. S. Edussooriya (CoRR, 2021)

Class-Aware Attention for Multimodal Trajectory Prediction. - Bimsara Pathiraja; Shehan Munasinghe; Malshan Ranawella; Maleesha De Silva; Ranga Rodrigo; Peshala Jayasekara (CoRR, 2022)

Accurate Crop Spraying with RTK and Machine Learning on an Autonomous Field Robot. - W. M. T. D. Wijesundara; T. D. Wanigathunga; M. N. C. Waas; R. T. Hithanadura; S. R. Munasinghe (CoRR, 2023)

PG-Video-LLaVA: Pixel Grounding Large Video-Language Models. - Shehan Munasinghe; Rusiru Thushara; Muhammad Maaz 001; Hanoona Abdul Rasheed; Salman Khan 001; Mubarak Shah; Fahad Shahbaz Khan (CoRR, 2023)

Vision-Based Incoming Traffic Estimator Using Deep Neural Network on General Purpose Embedded Hardware. - K. G. Zoysa; S. R. Munasinghe (CoRR, 2023)

Detection of Seismic Infrasonic Elephant Rumbles Using Spectrogram-Based Machine Learning. - A. M. J. V. Costa; C. S. Pallikkonda; H. H. R. Hiroshan; G. R. U. Y. Gamlath; S. R. Munasinghe; Chamira U. S. Edussooriya (CoRR, 2023)

VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos. - Shehan Munasinghe; Hanan Gani; Wenqi Zhu; Jiale Cao; Eric P. Xing; Fahad Shahbaz Khan; Salman H. Khan 001 (CVPR, 2025)