Associated projects 2

• Computer Vision

  Digital Twins for Agriculture

  View project
• Generative AI

  Implicit Neural Representation

  View project

Publications 6

1. CoRe-INR: Coordinate Rescaling for Spectral Expansion and Convergence Improvement for Implicit Neural Representations

   Buwaneka Epakanda, Athulya Rathnayaka, Pandula Thennakoon, Mario De Silva, Avishka Ranasinghe, Roshan Godaliyadda, Mervyn Ekanayake

   The Fifteenth International Conference on Learning Representations (ICLR 2027) · 2027

   Conference Under review Implicit Neural Representation

2. From Parallelism to Specialisation: SSA-Guided Multi-Branch Implicit Neural Representations

   Athulya Ratnayake, Buwaneka Epakanda, Sajana, Bogahawatta, Roshan Godaliyadda, Parakrama Ekanayake

   The Fifteenth International Conference on Learning Representations (ICLR 2027) · 2027

   Conference Under review Implicit Neural Representation

3. COSMO-INR: Complex Sinusoidal Modulation for Implicit Neural Representations (opens in a new tab)

   Pandula Thennakoon,Avishka Ranasinghe,Mario De Silva,Buwaneka Epakanda, Roshan Godaliyadda, Mervyn Ekanayake,Vijitha Herath

   The Fourteenth International Conference on Learning Representations (ICLR 2026) · 2026

   Conference Accepted Implicit Neural Representation

4. Computer Vision-Based Remote Monitoring System for Phenotyping and Analysis of Tea (opens in a new tab)

   B.A.B. Epakanda,J.M.T.R.B. Navarathne,T.D. Samarasekera,J.B. Ekanayake,G.M.R.I. Godaliyadda,M.P.B. Ekanayake

   19th International Conference on Industrial and Information Systems (ICIIS) 2025 · 2025

   Conference Accepted Digital Twins for Agriculture DOI 10.1109/ICIIS69028.2026.11450665

5. Feature Conditioned Diffusion for Audio Generation (opens in a new tab)

   Shakthi Perera, Sandunika Ranasinghe, Senith Jayakody, Buwaneka Epakanda, Roshan Godaliyadda, Mervyn Parakrama Ekanayake

   19th International Conference on Industrial and Information Systems (ICIIS) 2025 · 2025

   Conference Accepted Diffusion Models DOI 10.1109/ICIIS69028.2026.11450741

6. From Samples to Functions: Implicit Neural Representations for Continuous Modeling (opens in a new tab)

   Buwaneka Epakanda, Mario De Silva, Avishka Ranasinghe, Pandula Thennakoon, Roshan Godaliyadda, Parakrama Ekanayake

   19th International Conference on Industrial and Information Systems (ICIIS) 2025 · 2025

   Conference Accepted Implicit Neural Representation DOI 10.1109/ICIIS69028.2026.11450769