3 citations · 3 across the 3 of their papers we have counts for
4 papers
Kozuchi Agent: A Language-Agnostic Open-Weight Agent for Software Repair
Mehdi Bahrami, Kosaku Kimura, Satoshi Munakata +24
Industrial software-engineering teams increasingly need LLM agents that turn bug reports into correct patches, yet benchmark-scale operation adds long horizons, tool-use discipline…
A Study on the Impact of Fault localization Granularity for Repository-Scale Code Repair Tasks
Joseph Townsend, Chandresh Pravin, Kwun Ho Ngan +1
Automatic program repair can be a challenging task, especially when resolving complex issues at a repository-level, which often involves issue reproduction, fault localization, cod…
Contrastive vision-language learning with paraphrasing and negation
Kwun Ho Ngan, Saman Sadeghi Afgeh, Joe Townsend +1
Contrastive vision-language models continue to be the dominant approach for image-text retrieval. Contrastive Language-Image Pre-training (CLIP) trains two neural networks to align…
Contrastive Counterfactual Visual Explanations With Overdetermination
Adam White, Kwun Ho Ngan, James Phelan +4
A novel explainable AI method called CLEAR Image is introduced in this paper. CLEAR Image is based on the view that a satisfactory explanation should be contrastive, counterfactual…