FermiNets: Learning generative machines to generate efficient neural
networks via generative synthesis

FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis

17 September 2018

Papers citing "FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis"

15 / 15 papers shown

Title
TurboViT: Generating Fast Vision Transformers via Generative Architecture Search Alexander Wong Saad Abbasi Saeejith Nair ViT 33 1 0 22 Aug 2023
Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis Andrew Hryniowski Alexander Wong 23 0 0 16 Jun 2023
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 26 2 0 20 Dec 2022
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 33 1 0 25 Apr 2022
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 S. Kohli Alexander Wong 17 9 0 05 Aug 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 M. Shafiee A. Sabri Amer Alaref Alexander Wong 21 32 0 01 May 2021
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge Xiaoyue Wen M. Famouri Andrew Hryniowski Alexander Wong SSeg 13 7 0 29 Apr 2021
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection Saad Abbasi M. Famouri M. Shafiee A. Wong 24 25 0 31 Mar 2021
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images A. Wong Jack Lu Adam Dorfman Paul McInnis M. Famouri Daniel Manary J. Lee Michael Lynch AI4CE 20 18 0 06 Mar 2021
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition J. Lee Linda Wang A. Wong CVBM 31 38 0 29 Jun 2020
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19 K. Hammoudi H. Benhabiles Mahmoud Melkemi Fadi Dornaika Ignacio Arganda-Carreras Dominique Collard A. Scherpereel 39 171 0 05 Apr 2020
Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms Z. Q. Lin M. Shafiee S. Bochkarev Michael St. Jules Xiao Yu Wang A. Wong FAtt 29 80 0 16 Oct 2019
EdgeSegNet: A Compact Network for Semantic Segmentation Z. Q. Lin Brendan Chwyl A. Wong SSeg 22 9 0 10 May 2019
Democratisation of Usable Machine Learning in Computer Vision R. Bond A. Koene A. Dix J. Boger M. Mulvenna M. Galushka Brendon Bradley Fiona Browne Hui Wang A. Wong 22 6 0 18 Feb 2019
Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks Z. Q. Lin A. Wong 22 1 0 26 Jan 2019