2 papers
cs.LG2026
Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation
Didula Samaraweera, Anjana Supun, Srinath Perera
Large Language Models achieve strong code generation for high resource languages like Python and Java but suffer sharp performance drops on Low-Resource Programming Languages~(LRPL…
cs.CV2025
Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation
Ulindu De Silva, Didula Samaraweera, Sasini Wanigathunga +4
We present Seg-TTO, a novel framework for zero-shot, open-vocabulary semantic segmentation (OVSS), designed to excel in specialized domain tasks. While current open-vocabulary appr…