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Vialab is led by Dr. Christopher Collins at Ontario Tech University.
In addition to this site, visit our Github for software and our Blog for approachable reports of our innovations.

Research Blog

  1. AI Meets the Piano: How LLMs Are Transforming Sight-Reading Practice

    by Fareeha Malik

    Learning to play the piano is a deeply rewarding journey, but it comes with a notoriously steep hurdle: sight-reading. Sight-reading is the ability to read and play a piece of sheet music fluently on the first look, much like reading a book out loud in your native language. While essential  ...Read More


More from our blog

  1. Can We Learn to Trust AI? The Essential Role of Interactive Visualization

    by Fareeha Malik

    As Artificial Intelligence (AI) systems increasingly influence critical decisions across healthcare, finance, policy, and everyday life, questions around trustworthiness, fairness, interpretability, and accountability have taken center stage. But how do humans actually come to trust these complex  ...Read More

  2. Beyond Menu Hopping: How “Magic Pen” Automatically Detects Your Pen Mode

    by Fareeha Malik

    When reading, grading, or editing a document with a digital stylus, your workflow can be interrupted by a frustrating problem: having to stop, move your hand across the screen, and select a toolbar option just to switch between writing notes, highlighting keywords, or underlining text. In  ...Read More

  3. Making Every Letter Count: Abbreviating Text Labels on Demand

    by Fareeha Malik

    Have you ever tried to read a complex data visualization only to find the information buried under a mess of overlapping text or font so tiny you need a magnifying glass? Whether it’s a packed treemap or a busy map, fitting long words into small spaces is a classic headache in the world of data  ...Read More

  4. Digital Time Capsules: Exploring Geolocated Media Sharing

    by Fareeha Malik

    We rarely think about past experiences until we actively scroll back through our phone galleries or physical photo albums. But what if your surroundings could remind you of those moments automatically? Inspired by real-world treasure hunting in Geocaching and the historical photo overlays of Replay  ...Read More

  5. Case Study: Querying a Video Dataset Using Explainable A.I.

    by Ethan Duggan

    Explainable Artificial Intelligence (XAI) is an emerging field of artificial intelligence that focuses on the development an AI models that can explain their behavior on some level to human collaborators. These explanations can be developer-focused to help in understanding, designing, and improving  ...Read More

  6. Visualizing sexual harassment in academia: How researchers conveyed the bigger picture behind the data without compromising the individual significance of the stories.

    by Ethan Duggan

    Sexual harassment in academia is an unusually overlooked component of the greater societal conversation around sexual assault and harassment. This is especially puzzling when you consider the intense power dynamics that exist in academic institutions, as well as the non-academic aspects of universit  ...Read More

For more posts from our research blog, check out our Medium Page.

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