1. News Article
    Introducing Diversity In Feature Scatter Adversarial Training Via Synthesis accepted at ICPR 2022

    Congratulations! Saytya for the paper accepted @ ICPR 2022 Introducing Diversity In Feature Scatter Adversarial Training Via Synthesis Abstract In an attempt to understand how deep learning models interpret inputs,...

  2. News Article
    AGS: Attribution Guided Sharpening as a Defense Against Adversarial Attacks

    Congratulations! Javier and Philip for getting your paper accepted @ IDA 2022. Javier Perez Tobia and Philip Braun AGS: Attribution Guided Sharpening as a Defense Against Adversarial Attacks Abstract Even...

  3. News Article
    Soft Adversarial Training Can Retain Natural Accuracy

    Congratulations! Abhijit for the position paper accepted @ ICAART 2022 Soft Adversarial Training Can Retain Natural Accuracy Abstract Adversarial training for neural networks has been in the limelight in recent...

  4. News Article
    Novel Representative Sampling for Improved Active Learning accepted at MATHMOD 2022

    Congratulations! Debangsha for the paper accepted @ MATHMOD 2022 Novel Representative Sampling for Improved Active Learning Abstract Active learning solves machine learning problems where acquiring labels for the data is...

  5. News Article
    MINTS Accepted at QRS 2021

    Congratulations! Pradeep for the paper accepted @ QRS 2021 MINTS: Unsupervised Temporal Specifications Miner Abstract Specifications for software systems are quite often missing or are obsolete given the evolutionary nature...

  6. News Article
    1 paper accepted in BIBE 2021

    Congratulations! Aviral for getting your paper accepted @ BIBE 2021. A novel fuzzy approach towards in silico B-cell epitope identification inducing antigen-specific immune response for Vaccine Design Abstract The identification...

  7. News Article
    1 papers accepted in IEEE SMC 2021

    Congratulations! Javier for getting your paper accepted @ IEEE SMC 2021. Javier Perez Tobia Is Timing Critical to Trace Reconstruction ? Abstract Dynamic analysis of real-world software systems is challenging...

  8. News Article
    2 papers accepted in ICMLA 2021

    Congratulations! Sandeep, Pranav and Rishabh for getting your paper accepted @ ICMLA 2021. Sandeep and Pranav Self-Attention mechanism in GANs for molecule generation Abstract In discrete sequence-based Generative Adversarial Networks...

  9. News Article
    New Postdoc Opening

    We are looking for a Post Doctoral Fellow to work on an exciting industrial project on adversarila robustness of deep learning. For details see: NewPostDocResearchML.pdf Applications are invited for a...


Highlights - 09 February 2022
The Banff International Research Station will host the *Climate Change Scenarios and Financial Risk* Online workshop at the UBC Okanagan campus in Kelowna, BC, from May 1 to May 6, 2022
LINK

Recruitment

Our group is recruiting year-round for postdocs, MASc and PhD students, visiting students and undergraduate students.

All admitted students will receive a stipend.

Please see our opportunities page for more information.