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Research & Talent

Advancing AI research and developing talent. Explore publications, scholarships, career opportunities, and hire exceptional AI professionals.

    • Core Research Areas
    • Research Team
    • Publications & Papers
    • AI Engineering
    • Students
    • Hire AI Talent
    • Research Opportunities
AI Adoption

Bridge breakthrough AI research with practical implementation. Accelerate AI adoption through expert guidance and collaborative programs.

    • Enterprises
    • Startups
    • Public Sector
    • Case Studies
Impact

Measurable impact across Canada’s AI ecosystem. Explore economic contributions, success stories, events, and responsible AI leadership.

    • Economic Impact
    • Success Stories
    • Events
    • Reports and Publications
About

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Research

Remarkable 2026 Poster Session: 60 research projects shaping AI’s future

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Research

CRISPNAM-FG: An interpretable Fine-Gray deep survival model for competing risks in health care

Research

The New Cartography of the Invisible

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Research

Vector researchers advance AI frontiers with 80 papers at NeurIPS 2025

Research

When smart AI gets too smart: Key insights from Vector’s 2025 ML Security & Privacy Workshop

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Research

Vector Institute names 13 new Faculty Members, expanding core research leadership across Ontario

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Research

Vector researchers dive into deep learning at ICLR 2025

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Research

Vector researchers tackle real-world AI challenges at ICML 2025

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Research

Transforming Youth Mental Health Support: FAIIR’s AI-Powered Crisis Response Model

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Research

AI Weather Forecasting Breakthrough: How Canadian Innovation is Transforming Climate Prediction | Aardvark Weather

Research

Exploring Intelligence: Vector Faculty Member Kelsey Allen’s Path from Particle Physics to Cognitive Machine Learning

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Research

Real World Multi-Agent Reinforcement Learning – Latest Developments and Applications

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Research

Leveraging Large Language Models for More Efficient Systematic Reviews in Medicine and Beyond

Research

Thought Cloning: Teaching AI to Think Like Humans for Better Decision-Making

Research

Recommender Systems: Where Academia Meets Industry

Research

My Visiting Researcher Term at Vector Institute

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Research

Vector researchers presenting more than 98 papers at NeurIPS 2024

Research

Unlocking the Potential of Prompt-Tuning in Federated Learning

Research

New multimodal dataset will help in the development of ethical AI systems

Research

Unveiling Alzheimer’s: How Speech and AI Can Help Detect Disease

Research

Vector co-founder Geoffrey Hinton wins the Nobel Prize in Physics 2024

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Research

Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights

Research

Vector Institute researchers reconvene for the second edition of the Machine Learning Privacy and Security Workshop

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Research

Vector researcher Wenhu Chen on improving and benchmarking foundation models

Research

Vector Researchers present papers at ACL 2024

Research

AtomGen: Streamlining Atomistic Modeling through Dataset and Benchmark Integration

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Research

Vector researchers presented more than 50 papers at ICML 2024

Research

Vector researchers are presenting over a dozen papers at CVPR 2024

Research

Vector Institute Computer Vision Workshop showcases the field’s current capabilities and future potential

Vector Faculty Member Gautam Kamath
Research

Vector researcher Gautam Kamath breaks down the latest developments in robustness and privacy

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Research

World-leading AI Trust and Safety Experts Publish Major Paper on Managing AI Risks in the journal Science

Research

Standardized protocols are key to the responsible deployment of language models

Research

The known unknowns: Vector researcher Geoff Pleiss digs deep into uncertainty to make ML models more accurate

Vector Faculty Member Frank Rudzicz welcoming participants to the workshop.
Research

Breaking Ground: Natural language processing headlines Vector Institute’s latest workshop gathering

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Research

Vector Research Blog: Is Your Neural Network at Risk? The Pitfall of Adaptive Gradient Optimizers

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Research

How Vector Researcher Xi He uses differential privacy to help keep data private

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Research

Vector Research Blog: Structured Neural Networks for Density Estimation and Causal Inference

Research

Vector Research Blog: Causal Effect Estimation Using Machine Learning

Research

Machine learning theory takes centre stage at Vector Institute workshop

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Research

Introducing FlexModel: Breakthrough Framework for Unveiling the Secrets of Large Generative AI Models

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Research

Neutralizing Bias in AI: Vector Institute’s UnBIAS Framework Revolutionizes Ethical Text Analysis

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Research

Vector researchers presenting more than 65 papers at NeurIPS 2023

Research

AI for Chemistry and Materials: blending old and new ways of thinking

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Research

AI & public health: using natural language processing for clinical database management

Research

ICML 2023: Developing an adaptive computation model for multidimensional generative tasks

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Research

Vector Research Blog: Large Language Models, Prompting and PEFT

Research

Dan Roy named Vector Research Co-Director

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Research

Unlocking AI-powered approaches to cancer treatment and detection

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Research

Vector community explores data privacy research at Machine Learning Privacy and Security Workshop

Research

Machine Learning Meets Quantum Mechanics: Vector Workshop Showcases Groundbreaking Developments in Quantum Computing

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Research

Over 20 Vector research papers accepted at CVPR 2023

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Research

Vector research featured at ICLR 2023

From left to right, Vector researchers Shai Ben-David, Franziska Boenisch, Vered Shwartz, and Sageev Oore at Vector's research symposium
Research

AI Research Symposium highlights new Vector research

Research

Vector researchers win top honours at NeurIPS 2022

Research

Canada can lead in AI for Science

Research

Vector researcher Alán Aspuru-Guzik delivers CIFAR Massey Talk

Research

Deep Learning for Building Footprint Extraction in Aerial Imagery

Research

Graham Taylor named Vector Research Director

Research

Acceleration Consortium, Matter Lab, and Vector Institute collaborate on software to power self-driving labs

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Research

New Vector Faculty Member Jeff Clune’s quest to create open-ended AI systems

Research

Vector research blog: Value Gradient weighted Model-Based Reinforcement Learning

Research

New AI framework helps map and manage invasive mussel species in Canada’s lakes

Research

Computer Vision Technical Report details insights from industry-academic collaborative project

Research

Vector researchers recognized with awards at the 2022 International Conference on Learning Representations (ICLR)

Research

Research Symposium brings together Vector community to celebrate student and postdoc work

Research

Machine Learning Robustness: New Challenges and Approaches

Research

Fairness in Machine Learning: The Principles of Governance 

Research

Machine Learning Interpretability: New Challenges and Approaches

Research

Amateur hockey given professional viewing experience courtesy of machine vision startup co-founded by Vector researcher

Research

AI-enabled tool that identifies COVID-19 variants co-developed by Vector researcher Bo Wang

Research

Technology, including AI, increasingly plays a key role in our food chain

Research

Spotlight on Health at NeurIPS 2021 

Research

Vector researchers presenting more than 50 papers at NeurIPS 2021

Research

Vector researchers help institutions ensure privacy and confidentiality when sharing ML models

Research

Vector researchers use OHDP to determine mortality predictors for long-term care residents with COVID-19

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Research

Vector researchers use machine learning to build better quantum computers

Research

Machine learning model creates treatment plans for patients with prostate cancer

Research

Talking to Machines: new ML model allows for more “expressive” communication between researchers and AI systems

Research

Machine learning model from Vector researchers creates 3D environments without reference images

Research

Vector Researchers showcase wide-ranging machine learning applications at CVPR 2021

Research

Wenhu Chen, a leader in natural language processing, is Vector’s newest Faculty Member

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Research

ICLR 2021: Researchers adopt teaching tricks to train neural networks like they’re students

Research

Vector welcomes new researchers to Postgraduate Affiliate program

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Research

Vector Research Symposium showcases cutting-edge machine learning developments

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Research

Co-led by Vector Research Director Richard Zemel, ACM FAccT Conference emphasizes the importance of fairness, accountability, and transparency in AI

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Research

Vector welcomes 2020 cohort of Faculty Affiliates

Research

VECTOR TALKS AT TMLS 2020

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Harnessing the Power of Natural Language Processing (NLP): Insights from Vector’s industry-academic collaborative project

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Research

Vector research community preps for virtual NeurIPS 2020

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Vector researchers take leadership role at Conference on Uncertainty in AI

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Vector researcher develops fairness model that accounts for individual preferences

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Research

With a big vision, Toronto founders can attract AI talent from Silicon Valley 

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Research

Unlearning

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Research

Vector researchers co-lead first ACM Conference on Health, Inference, and Learning

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Vector researchers prep for ICML 2020

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Vector Faculty Member Marzyeh Ghassemi among those receiving CIHR COVID-19 Rapid Research Response funding

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VECTOR RESEARCHERS PRESENT “FIRST OF ITS KIND” AI-POWERED SEARCH ENGINE FOR AI AT CVPR 2020

Research

VECTOR RESEARCHER BO WANG DEVELOPS TOOL TO TRACK GENETIC EVOLUTION OF COVID-19

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Research

Vector Institute welcomes new 2020 postgraduate affiliates

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Vector researchers release scientific paper search tool to help in fight against COVID-19

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Research

Vector researcher Bo Wang develops a method for harmonizing medical data from multiple hospitals

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Research

Coronavirus research breakthrough has Toronto roots

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Research

New neural network models offer the potential for better predictions in medicine, finance, and human genetics

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Vector researchers at McMaster use AI to uncover signs of concussions decades after injury

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Machine learning for healthcare presents new challenges to reproducibility

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Research

Vector researcher Will Grathwohl wants to lower the barriers to entry to AI

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Research

Machine learning platform helps enable early diagnosis of life-threatening infection in premature infants

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Vector Researchers Prepare for 33rd Annual Conference on Neural Information Processing Systems (NeurIPS)

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Research

Vector Institute Names 29 New Faculty Affiliates

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Tick Identification to Combat Lyme Disease

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Research

Vector Faculty Affiliate wins top honours at CVPR 2019

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Vector Faculty take new musical style transfer model to ICLR

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Research

Vector Institute kicks off series of Pathfinder Projects focused on health AI adoption

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Research

Researchers and professionals from coast to coast descend on Vector for first Research Symposium and Job Fair

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Research

VECTOR INSTITUTE WELCOMES NEW POSTGRADUATE AFFILIATES TO ITS GROWING RESEARCH COMMUNITY

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Research

Machine learning for MEG during speech tasks

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Research

Vector Researchers Win Top Honours at NeurIPS 2018

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Research

2018 Deep Learning and Reinforcement Learning Summer School

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Research

NVIDIA opening AI lab in Toronto led by Vector Faculty Member, Sanja Fidler

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Research

Vector Institute Introduces Faculty Affiliates

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Research

Vector Institute Heads to ICLR

Alan Aspuru
Research

Mission to Revolutionize Modern-Day Chemistry Labs Leads Vector’s Newest Faculty Member to Canada

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Research

Cross-Country Career in Reinforcement Learning Leads Amir-massoud Farahmand to Vector Institute in Toronto

Research

Vector Institute Launches Inaugural Postgraduate Affiliate Program

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