Maya Pavlova

18 papers A* 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
FERRET: Framework for Expansion Reliant Red Teaming.
CoRR
Ninareh Mehrabi, Vitor Albiero, Maya Pavlova, Joanna Bitton
2025 J jnl
AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents.
CoRR
Arman Zharmagambetov, Chuan Guo, Ivan Evtimov, Maya Pavlova, Ruslan Salakhutdinov, Kamalika Chaudhuri
2025 A* conf
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester.
ICML
Maya Pavlova, Erik Brinkman, Krithika Iyer, Vítor Albiero, Joanna Bitton, Hailey Nguyen, Cristian Canton Ferrer, Ivan Evtimov, Aaron Grattafiori
2024 J jnl
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester.
CoRR
Maya Pavlova, Erik Brinkman, Krithika Iyer, Vitor Albiero, Joanna Bitton, Hailey Nguyen, Joe Li, Cristian Canton-Ferrer, Ivan Evtimov, Aaron Grattafiori
2022 — conf
Adversarial Text Normalization.
NAACL-HLT (Industry Papers)
Joanna Bitton, Maya Pavlova, Ivan Evtimov
2022 J jnl
Adversarial Text Normalization.
CoRR
Joanna Bitton, Maya Pavlova, Ivan Evtimov
2022 J jnl
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.
CoRR
Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Adrian Florea, Andrew Hryniowski, Alexander Wong
2022 J jnl
COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics.
CoRR
Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj, Alexander Wong
2022 J jnl
Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images.
BMC Medical Imaging
James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
2021 J jnl
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images.
CoRR
Maya Pavlova, Naomi Terhljan, Audrey G. Chung, Andy Zhao, Siddharth Surana, Hossein Aboutalebi, Hayden Gunraj, Ali Sabri, Amer Alaref, Alexander Wong
2021 J jnl
COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images.
CoRR
Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong
2021 — conf
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow.
CCECE
Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
2021 J jnl
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow.
CoRR
Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
2021 J jnl
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.
CoRR
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong
2021 — conf
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.
DART/FAIR@MICCAI
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong
2021 J jnl
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis.
CoRR
Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong
2020 J jnl
CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images.
CoRR
James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong
2020 J jnl
TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices.
CoRR
Alexander Wong, Mahmoud Famouri, Maya Pavlova, Siddharth Surana