Benchmark Analysis of Representative Deep Neural Network Architectures

1 October 2018

Papers citing "Benchmark Analysis of Representative Deep Neural Network Architectures"

24 / 124 papers shown

Title
AIBench Training: Balanced Industry-Standard AI Training Benchmarking Fei Tang Wanling Gao Jianfeng Zhan Chuanxin Lan Xu Wen ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 30 3 0 30 Apr 2020
A Light CNN for detecting COVID-19 from CT scans of the chest M. Polsinelli Luigi Cinque G. Placidi OOD 25 272 0 24 Apr 2020
An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers Bernhard Liebl M. Burghardt SSeg 21 11 0 15 Apr 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 28 658 0 17 Mar 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 191 1,032 0 06 Mar 2020
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks S. Ramanna Cenker Sengoz S. Kehler D. Pham 24 12 0 27 Jan 2020
Detecting Deficient Coverage in Colonoscopies Daniel Freedman Yochai Blau L. Katzir Amit Aides I. Shimshoni ... Tomer Golany A. Gordon Greg S. Corrado Yossi Matias Ehud Rivlin 24 54 0 23 Jan 2020
Early Detection of Diabetic Retinopathy and Severity Scale Measurement: A Progressive Review & Scopes Asma Khatun Sk. Golam Sarowar Hossain MedIm 6 0 0 30 Dec 2019
Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning Seul-Ki Yeom P. Seegerer Sebastian Lapuschkin Alexander Binder Simon Wiedemann K. Müller Wojciech Samek CVBM 21 199 0 18 Dec 2019
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices Delia Velasco-Montero Jorge Fernández-Berni R. Carmona-Galán Á. Rodríguez-Vázquez 30 21 0 13 Dec 2019
Mining Domain Knowledge: Improved Framework towards Automatically Standardizing Anatomical Structure Nomenclature in Radiotherapy Qiming Yang H. Chao D. Nguyen Steve B. Jiang 11 7 0 04 Dec 2019
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads Jianfeng Zhan Lei Wang Wanling Gao Rui Ren 30 11 0 02 Dec 2019
MLPerf Inference Benchmark Vijayarāghava Reḍḍī C. Cheng David Kanter Pete H Mattson Guenther Schmuelling ... Bing Yu George Y. Yuan Aaron Zhong P. Zhang Yuchen Zhou 31 488 0 06 Nov 2019
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 30 141 0 02 Nov 2019
4-Connected Shift Residual Networks Andrew Brown Pascal Mettes M. Worring 3DPC 31 8 0 22 Oct 2019
Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3 Adel Ammar Anis Koubaa Mohanned Ahmed Abdulrahman Saad Bilel Benjdira 27 90 0 16 Oct 2019
Large-scale representation learning from visually grounded untranscribed speech Gabriel Ilharco Yuan Zhang Jason Baldridge SSL 27 60 0 19 Sep 2019
Confidential Deep Learning: Executing Proprietary Models on Untrusted Devices Peter M. VanNostrand Ioannis Kyriazis Michelle Cheng Tian Guo R. Walls FedML 11 29 0 28 Aug 2019
Learning to aggregate feature representations Guy Gaziv 4 0 0 01 Jul 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 21 157 0 31 May 2019
INFaaS: A Model-less and Managed Inference Serving System Francisco Romero Qian Li N. Yadwadkar Christos Kozyrakis 34 14 0 30 May 2019
Spatial Sampling Network for Fast Scene Understanding Davide Mazzini Raimondo Schettini 3DPC SSeg 24 21 0 22 May 2019
EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices Mario Almeida Stefanos Laskaridis Ilias Leontiadis Stylianos I. Venieris Nicholas D. Lane 16 73 0 17 May 2019
High Quality Monocular Depth Estimation via Transfer Learning Ibraheem Alhashim Peter Wonka MDE 3DV 14 459 0 31 Dec 2018