Author

R. Godaliyadda

3 papers indexed here

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Preprint Oct 2026

ChangeT$^3$: Evaluating Vision Test-Time Training for Remote Sensing Change Detection

Bitemporal remote sensing change detection requires representations that preserve spatial detail while capturing contextual information relevant to changes between acquisitions. Visual test-time training offers an alternative to explicit token-to-token attention by adapting a compact inner model to each image. This let...

Sharukshan Niranjan, Oshadha Samarakoon, N. Wasalathilaka et al. · 0 citations

Conference Aug 2026

Prompt Sensitivity or Evaluation Artifact? A Task-Aware Analysis for Large Language Models

Prompt sensitivity is widely treated as a model robustness deficiency. Yet the extent to which measured sensitivity reflects genuine model instability, rather than artifacts of the evaluation method used to measure it, remains largely underexplored. We introduce Evaluation-Attributable Sensitivity (EAS), a per-instance...

Sayumi Muthukumarana, Buddhi Wijenayake, R. Godaliyadda et al. · Moratuwa Engineering Researc... · 0 citations

Jul 2026

Structure over Depth: A Single-Block Spatio-Temporal Transformer for Multi-Entity Reasoning

This work decomposes multi-entity temporal dynamics into three interaction types: spatial interactions among entities, temporal interactions across time, and cross interactions coupling the two domains, and proposes a structured spatio-temporal transformer block that explicitly models all three within a single stage.

Narthana Sivalingam, Santhirarajah Sivasthigan, Buddhi Wijenayake et al. · arXiv.org · 0 citations