Principal Investigators

Angel X. Chang

Angel X. Chang

Simon Fraser University, Amii

Areas of interest

Language and 3D scene understanding, Embodied AI, Machine learning for biodiversity monitoring

Paul Fieguth

Paul Fieguth

University of Waterloo

Areas of interest

Signal and image processing, Societal and environmental systems, Statistical modeling, Multiscale methods, Remote sensing, Computer vision, Pattern analysis, Machine learning

Lila Kari

Lila Kari

University of Waterloo

Areas of interest

Biodiversity informatics, data science, machine learning, Comparative genomics and metagenomics, Bioinformation and biocomputation

Graham W. Taylor

Graham W. Taylor

University of Guelph, Vector Institute

Areas of interest

Learning from sequences, sets, and graphs, Learning with limited labeled data, Generative modelling, Multi-modal learning for biodiversity monitoring / conservation

Dirk Steinke

Dirk Steinke

University of Guelph, CBG

Areas of interest

Mitonuclear coevolution, Coevolution of Complex IV in fishes, Improved understanding of niche differentiation

Researchers

Iuliia Eyriay

Iuliia Eyriay

University of Guelph, Vector Institute

Areas of interest

Research project management, AI solutions for real-world applications (biodiversity, climate)

Joakim Bruslund Haurum

Joakim Bruslund Haurum

University of Southern Denmark, Pioneer Centre for AI

Areas of interest

Computer Vision for Expert Tasks (e.g. Biodiversity Monitoring), Multimodal Self-Supervised Learning, Learning with Limited Labeled Data, Fine-Grained Analysis

Scott C. Lowe

Scott C. Lowe

Vector Institute

Areas of interest

Multimodal self-supervised learning, Neuroscience-inspired deep learning architecture design, Hierarchical models, Learning with limited labeled data, Dynamic compute allocation for real-time models, Reasoning

Anna Viklund

Anna Viklund

University of Guelph, Mila

Areas of interest

AI Solutions for Biodiversity Monitoring, Web Development, App Development, UX Design, Web Accessibility, Web Sustainability

Projects

BIOSCAN Browser

Graduate Students

Tiancheng Gao

Tiancheng Gao

University of Guelph, Vector Institute

Areas of interest

Large-scale and Foundation Models in Science, Self-supervised Learning, Structured State-space Sequence Models, Vision-Language Representation and Modeling

Projects

BarcodeMamba

ZeMing Gong

ZeMing Gong

Simon Fraser University

Mohamed Mostafa

Mohamed Mostafa

University of Guelph, Vector Institute

Areas of interest

Species classification, Probabilistic models, Self-supervised learning, VLMs

Nicholas Pellegrino

Nicholas Pellegrino

University of Waterloo

Areas of interest

Hierarchical data, Robust loss functions, Learning with label errors / noise

Vivian Phung

Vivian Phung

University of Guelph

Areas of interest

AI solutions for Biomedical and Biodiversity applications, Multimodal Language Models (VLMs), Genomics and RNA research

Niousha Sadjadi

Niousha Sadjadi

University of Waterloo

Projects

BarcodeBERT

Monireh Safari

Monireh Safari

University of Waterloo

Areas of interest

DNA language models

Chuanqi Tang

Chuanqi Tang

Simon Fraser University, Zhejiang University

Areas of interest

Natural Language Processing, Multimodal Machine Learning

Austin T. Wang

Austin T. Wang

Simon Fraser University

Areas of interest

Computer vision (2D and 3D), Natural language processing, Scene understanding and generation, Health and biological applications

Undergraduate Students

Mrinal Goshalia

Mrinal Goshalia

Simon Fraser University

Areas of interest

Intersection between NLP and Computer Vision

Matthew Hawksby

Matthew Hawksby

Simon Fraser University

Areas of interest

Visual reasoning, Out-of-distribution generalization

Projects

BIOSCAN Browser

Matthew Sabia

Matthew Sabia

University of California, Davis

Projects

BIOSCAN Browser

Alumni

Pablo Millan Arias

Pablo Millan Arias

University of Waterloo

Zahra Gharaee

Zahra Gharaee

University of Waterloo

Xiaoliang Huo

Xiaoliang Huo

Simon Fraser University