activity
20182026
most citedKeeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting

91 citations · 211 across the 29 of their papers we have counts for

collaborators

31 papers

cs.SE2026

Automatic Model Card Generation Using an LLM

Tajkia Rahman Toma, Balreet Grewal, Cor-Paul Bezemer

Model cards are structured documents that summarize key information about machine learning models to improve transparency, usability, and accountability. However, they often lack a…

cs.CV2026

TempGlitch: Evaluating Vision-Language Models for Temporal Glitch Detection in Gameplay Videos

Yakun Yu, Ashley Wiens, Adrián Barahona-Ríos +4

Vision-language models (VLMs) are increasingly being explored for video game quality assurance, especially gameplay glitch detection. Most existing evaluations, however, treat glit…

cs.CV2026

RefGlitch-Bench: A Benchmark for Reference-based Gameplay Glitch Detection with Vision-Language Models

Yakun Yu, Ashley Wiens, Adrián Barahona-Ríos +4

Visual glitches in video games degrade player experience and perceived quality, yet manual quality assurance cannot keep pace with the growing test surface of modern game developme…

cs.CV2026

How Far Can VLMs Go for Visual Bug Detection? Studying 19,738 Keyframes from 41 Hours of Gameplay Videos

Wentao Lu, Alexander Senchenko, Alan Sayle +2

Video-based quality assurance (QA) for long-form gameplay video is labor-intensive and error-prone, yet valuable for assessing game stability and visual correctness over extended p…

cs.SE2026

Assessing the Feasibility of Selective Instrumentation for Runtime Code Coverage in Large C++ Game Engines

Ian Gauk, Doriane Olewicki, Joshua Romoff +1

Code coverage is a valuable guide for testing, but in AAA games the overhead of instrumentation conflicts with strict performance requirements and can destabilize automated tests.…

cs.SE2025

XBIDetective: Leveraging Vision Language Models for Identifying Cross-Browser Visual Inconsistencies

Balreet Grewal, James Graham, Jeff Muizelaar +4

Browser rendering bugs can be challenging to detect for browser developers, as they may be triggered by very specific conditions that are exhibited on only a very small subset of w…