Saad Abbasi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 20

Top Topics

Anomaly Detection

Ultrasound Imaging

Top Venues

DART/FAIR@MICCAI

Publications

Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair, Alexander Wong
PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge. CoRR (2023)
Alexander Wong, Saad Abbasi, Saeejith Nair
TurboViT: Generating Fast Vision Transformers via Generative Architecture Search. CoRR (2023)
Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CVPR Workshops (2023)
Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CoRR (2023)
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge. CoRR (2022)
Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR (2022)
Pengyuan Shi, Yuetong Wang, Saad Abbasi, Alexander Wong
COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for COVID-19 Symptom Prediction and Recommendation. CoRR (2022)
Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CoRR (2022)
Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CVPR Workshops (2022)
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
MAPLE: Microprocessor A Priori for Latency Estimation. CVPR Workshops (2022)
Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. Sensors 21 (14) (2021)
Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CoRR (2021)
Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CCECE (2021)
Saad Abbasi, Mohammad Javad Shafiee, Ellick Chan, Alexander Wong
Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration. CoRR (2021)
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong
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 (2021)
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong
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 (2021)
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
MAPLE: Microprocessor A Priori for Latency Estimation. CoRR (2021)
Hossein Aboutalebi, Saad Abbasi, Mohammad Javad Shafiee, Alexander Wong
COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images. CoRR (2021)
Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. CoRR (2021)
Saad Abbasi, Kevan Bell, Parsin Haji Reza
Rapid High-Resolution Mosaic Acquisition for Photoacoustic Remote Sensing. Sensors 20 (4) (2020)