Vahid Reza Khazaie Email & Phone Number

Toronto, Ontario, Canada

- Built a general framework for multi-modal representation learning for health domain- Improved self-supervised representation learning with diffusion models for up to 10%

Toronto, Ontario, Canada

- Developed an open-source toolkit to detect climate change impacts in the computer vision domain.- Served as technical lead and played a pivotal role as the driving force behind the development of the codebase in applied projects related to computer vision and anomaly detection- Provided technical support to industry partners to adopt research findings in applied setting

Toronto, Ontario, Canada

- Developed codebase for session-based recommender systems in the e-commerce domain- Actively participated in knowledge transfer session, sharing expertise on fraud detection with industry partners

London, Ontario, Canada

- Improved anomaly detection performance of autoencoders by 3% with adversarial perturbations- Improved anomaly detection performance of context autoencoders by 10% with adversarial context masking- Proposed a light yet efficient anomaly detection method that reduces computational costs by 93% compared to knowledge distillation methods- Improved recognition performance on very low-resolution faces by 83% with identity-preserved deep neural networks as compared to SRGAN- Reduced… Show more - Improved anomaly detection performance of autoencoders by 3% with adversarial perturbations- Improved anomaly detection performance of context autoencoders by 10% with adversarial context masking- Proposed a light yet efficient anomaly detection method that reduces computational costs by 93% compared to knowledge distillation methods- Improved recognition performance on very low-resolution faces by 83% with identity-preserved deep neural networks as compared to SRGAN- Reduced the time of latent vector recovery in GANs by 99% as compared to optimization-based methods Show less

London, Ontario, Canada

CS9542 - Advanced Artificial Intelligence - Winter 2022CS1026 - Computer Science Fundamentals I (Python Programming) - Winter 2021, Fall 2021

Canada

- Improved the performance of barcode recognition on driving licenses by 20% via implementing a customized U-Net for image enhancement in a six-month internship