Bipartite Conditional Random Fields for Panoptic Segmentation. - Sadeep Jayasumana; Kanchana Ranasinghe; Mayuka Jayawardhana; Sahan Liyanaarachchi; Harsha Ranasinghe (CoRR, 2019)

Extending Multi-Object Tracking systems to better exploit appearance and 3D information. - Kanchana Ranasinghe; Sahan Liyanaarachchi; Harsha Ranasinghe; Mayuka Jayawardhana (CoRR, 2019)

Bipartite Conditional Random Fields for Panoptic Segmentation. - Sadeep Jayasumana; Kanchana Ranasinghe; Sahan Liyanaarachchi; Mayuka Jayawardhana; Harsha Ranasinghe; Sina Samangooei (BMVC, 2020)

From Pixels to Prose: A Large Dataset of Dense Image Captions. - Vasu Singla; Kaiyu Yue; Sukriti Paul; Reza Shirkavand; Mayuka Jayawardhana; Alireza Ganjdanesh; Heng Huang; Abhinav Bhatele; Gowthami Somepalli; Tom Goldstein (CoRR, 2024)

PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting. - Alex Hanson 002; Allen Tu; Vasu Singla; Mayuka Jayawardhana; Matthias Zwicker; Tom Goldstein (CVPR, 2025)

Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes. - Mayuka Jayawardhana; Renbo Tu; Samuel Dooley; Valeriia Cherepanova; Andrew Gordon Wilson; Frank Hutter; Colin White; Tom Goldstein; Micah Goldblum (CoRR, 2025)