TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices. - Alexander Wong; Mahmoud Famouri; Maya Pavlova; Siddharth Surana (CoRR, 2020)

CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images. - James Ren Hou Lee; Maya Pavlova; Mahmoud Famouri; Alexander Wong (CoRR, 2020)

COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. - Audrey G. Chung; Maya Pavlova; Hayden Gunraj; Naomi Terhljan; Alexander MacLean; Hossein Aboutalebi; Siddharth Surana; Andy Zhao; Saad Abbasi; Alexander Wong (CCECE, 2021)

COVID-Net US: A Tailored, Highly Efficient, Self-attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-Care Ultrasound Imaging. - Alexander MacLean; Saad Abbasi; Ashkan Ebadi; Andy Zhao; Maya Pavlova; Hayden Gunraj; Pengcheng Xi; Sonny Kohli; Alexander Wong (DART/FAIR@MICCAI, 2021)

COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images. - Hossein Aboutalebi; Maya Pavlova; Mohammad Javad Shafiee; Ali Sabri; Amer Alaref; Alexander Wong (CoRR, 2021)

COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images. - Maya Pavlova; Naomi Terhljan; Audrey G. Chung; Andy Zhao; Siddharth Surana; Hossein Aboutalebi; Hayden Gunraj; Ali Sabri; Amer Alaref; Alexander Wong (CoRR, 2021)

MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis. - Hossein Aboutalebi; Maya Pavlova; Hayden Gunraj; Mohammad Javad Shafiee; Ali Sabri; Amer Alaref; Alexander Wong (CoRR, 2021)

Adversarial Text Normalization. - Joanna Bitton; Maya Pavlova; Ivan Evtimov (NAACL-HLT (Industry Papers), 2022)

Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images. - James Ren Hou Lee; Maya Pavlova; Mahmoud Famouri; Alexander Wong (BMC Medical Imaging, 2022)

COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data. - Hossein Aboutalebi; Maya Pavlova; Mohammad Javad Shafiee; Adrian Florea; Andrew Hryniowski; Alexander Wong (CoRR, 2022)

COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics. - Maya Pavlova; Tia Tuinstra; Hossein Aboutalebi; Andy Zhao; Hayden Gunraj; Alexander Wong (CoRR, 2022)

Automated Red Teaming with GOAT: the Generative Offensive Agent Tester. - Maya Pavlova; Erik Brinkman; Krithika Iyer; Vitor Albiero; Joanna Bitton; Hailey Nguyen; Joe Li; Cristian Canton-Ferrer; Ivan Evtimov; Aaron Grattafiori (CoRR, 2024)

AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents. - Arman Zharmagambetov; Chuan Guo 001; Ivan Evtimov; Maya Pavlova; Ruslan Salakhutdinov; Kamalika Chaudhuri (CoRR, 2025)