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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. 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

  2. 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

  3. Vialab @ IEEE VIS 2019: A summary of the 8 research projects presented by the Ontario Tech visualization group Vialab at the IEEE VIS 2019 Conference

    by Christopher Collins

    This year at the IEEE VIS Conference (Oct 19–25), members of the Ontario Tech University visualization research group Vialab will be at the Vancouver Convention Centre to present research results across the entire spectrum of conference events. Starting on Saturday, visiting researcher Tommaso Elli  ...Read More

  4. Rethinking the Search Bar: How “Slow” Visual Interfaces Help Scholars Explore the Humanities

    by Fareeha Malik

    We all take the single-line search bar for granted. You type in a few keywords, hit enter, and instantly get millions of results. But this familiar model relies on a major assumption: it presumes you already know exactly what you are looking for. For researchers in the humanities and social  ...Read More

  5. Covid Connect: Enabling anonymous peer-based mental health support with artificial intelligence and visualization

    by Ethan Duggan

    It’s been well over a year since the COVID-19 pandemic spread across the globe, prompting various measures from governments and private-sector entities alike. One of the first responses to the pandemic came in the form of widespread implementation of work-from-home and learn-from-home policies.  ...Read More

  6. Beyond Word Clouds: Exploring Your Car’s Problems in 3D

    by Fareeha Malik

    When your car makes a strange rattling sound, you might head online to see if others have had the same issue. But if you’ve ever waded through thousands of consumer complaint reports, you know the frustration. You’re often met with long, dry lists of text or simple “word clouds” that lack context.  ...Read More

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

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