Dineth Jayakody

According to our database, Dineth Jayakody authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of five.

2026

Motion-guided sparse correction enables expert-quality point tracking across diverse microscopy regimes.

Leonidas Zimianitis, Pasindu Thenahandi, Kai Buckhalter, Dineth Jayakody, Julian O. Kimura, Xinyue Liang, Karen Cunningham, Azeem Ahmad, Balpreet S. Ahluwalia, Sampath Jayarathna, Nikos Chrisochoides, Brandon Weissbourd, Dushan N. Wadduwage

CoRR, May, 2026

MultiSense-Pneumo: A Multimodal Learning Framework for Pneumonia Screening in Resource-Constrained Settings.

Dineth Jayakody, Pasindu Thenahandi, Chameli Dommanige

CoRR, May, 2026

Beyond Perfect Scores: Proof-by-Contradiction for Trustworthy Machine Learning.

Dushan N. Wadduwage, Dineth Jayakody, Leonidas Zimianitis

CoRR, January, 2026

2024

Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews.

Dineth Jayakody, A V. A Malkith, Koshila Isuranda, Vishal Thenuwara, Nisansa de Silva, Sachintha Rajith Ponnamperuma, G. G. N. Sandamali, K. L. K. Sudheera

CoRR, 2024

Aspect-Based Sentiment Analysis Techniques: A Comparative Study.

Dineth Jayakody, Koshila Isuranda, A V. A Malkith, Nisansa de Silva, Sachintha Rajith Ponnamperuma, G. G. N. Sandamali, K. L. K. Sudheera

CoRR, 2024

Enhanced Aspect-Based Sentiment Analysis with Integrated Category Extraction for Instruct-DeBERTa.

Dineth Jayakody, Koshila Isuranda, A V. A Malkith, Nisansa de Silva, Sachintha Rajith Ponnamperuma, G. G. N. Sandamali, K. L. K. Sudheera, Kashnika Gimhani Sarathchandra

Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, 2024