Benchmark Analysis of Representative Deep Neural Network Architectures

1 October 2018

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

50 / 124 papers shown

Title
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 36 41 0 03 Feb 2022
Homogenization of Existing Inertial-Based Datasets to Support Human Activity Recognition H. Amrani D. Micucci M. Mobilio Paolo Napoletano 20 2 0 17 Jan 2022
Implementation of a Binary Neural Network on a Passive Array of Magnetic Tunnel Junctions Jonathan M. Goodwill N. Prasad Brian D. Hoskins M. Daniels A. Madhavan ... M. Tran J. Katine Patrick M. Braganca M. D. Stiles Jabez J. McClelland 36 10 0 16 Dec 2021
SoK: Vehicle Orientation Representations for Deep Rotation Estimation Huahong Tu Siyuan Peng Vladimir Leung Richard Gao 3DPC 43 1 0 08 Dec 2021
RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity Recognition Shuya Ding Zhe Chen Tianyue Zheng Jun Luo 26 111 0 29 Oct 2021
Taming Visually Guided Sound Generation Vladimir E. Iashin Esa Rahtu VLM 32 122 0 17 Oct 2021
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction Sara Elkerdawy Mostafa Elhoushi Hong Zhang Nilanjan Ray CVBM 31 38 0 15 Oct 2021
Compute and Energy Consumption Trends in Deep Learning Inference Radosvet Desislavov Fernando Martínez-Plumed José Hernández-Orallo 35 113 0 12 Sep 2021
DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices Stephan Patrick Baller Anshul Jindal Mohak Chadha Michael Gerndt 17 71 0 21 Aug 2021
EVPropNet: Detecting Drones By Finding Propellers For Mid-Air Landing And Following N. Sanket Chahat Deep Singh Chethan Parameshwara Cornelia Fermuller Guido de Croon Yiannis Aloimonos 10 13 0 29 Jun 2021
Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk Elahe Arani Bahram Zonooz 26 28 0 20 Apr 2021
A Framework using Contrastive Learning for Classification with Noisy Labels Madalina Ciortan R. Dupuis Thomas Peel VLM NoLa 21 12 0 19 Apr 2021
Towards Automatic Model Specialization for Edge Video Analytics Daniel Rivas-Barragan F. Guim Jordà Polo P. M. Silva J. L. Berral D. Carrera 11 10 0 14 Apr 2021
Coastline extraction from ALOS-2 satellite SAR images P. Hurtík M. Vajgl 14 1 0 10 Apr 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh A. Mahmood AI4TS 60 94 0 23 Mar 2021
Deep Sensing of Urban Waterlogging S. Lo Jyh-Horng Wu Jo-Yu Chang Chien-Hao Tseng Meng-Wei Lin Fang-Pang Lin 6 12 0 10 Mar 2021
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control Federico Venturini Federico Mason Francesco Pase Federico Chiariotti Alberto Testolin Andrea Zanella M. Zorzi 29 35 0 08 Mar 2021
Listening to the city, attentively: A Spatio-Temporal Attention Boosted Autoencoder for the Short-Term Flow Prediction Problem Stefano Fiorini Michele Ciavotta A. Maurino 6 9 0 01 Mar 2021
PLAM: a Posit Logarithm-Approximate Multiplier Raul Murillo Alberto A. Del Barrio Guillermo Botella Min Soo Kim Hyunjin Kim N. Bagherzadeh TPM 29 25 0 18 Feb 2021
Heuristic Algorithms for Co-scheduling of Edge Analytics and Routes for UAV Fleet Missions Aakash Khochare Yogesh L. Simmhan Francesco Betti Sorbelli Sajal K. Das 34 25 0 06 Feb 2021
TinyML for Ubiquitous Edge AI S. Soro 24 37 0 02 Feb 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 150 678 0 24 Jan 2021
Analysis of skin lesion images with deep learning Josef Steppan S. Hanke 36 14 0 11 Jan 2021
LiveChess2FEN: a Framework for Classifying Chess Pieces based on CNNs David Mallasén Quintana A. A. D. B. García M. Prieto 12 6 0 12 Dec 2020
Analyzing the Performance of Smart Industry 4.0 Applications on Cloud Computing Systems R. Hussain A.R. Pakravan M. Salehi 17 7 0 11 Dec 2020
Efficient Attention Network: Accelerate Attention by Searching Where to Plug Zhongzhan Huang Senwei Liang Mingfu Liang Wei He Haizhao Yang 16 12 0 28 Nov 2020
Similarity-Based Clustering for Enhancing Image Classification Architectures Dishant Parikh 6 1 0 03 Nov 2020
Resource-Aware Pareto-Optimal Automated Machine Learning Platform Yao Yang Andrew Nam M. Nasr-Azadani Teresa Tung 16 6 0 30 Oct 2020
AutoPruning for Deep Neural Network with Dynamic Channel Masking Baopu Li Yanwen Fan Zhihong Pan Gang Zhang 44 1 0 22 Oct 2020
An explainable deep vision system for animal classification and detection in trail-camera images with automatic post-deployment retraining Golnaz Moallem Don Pathirage Joel Reznick J. Gallagher H. Sari-Sarraf 20 13 0 22 Oct 2020
Performance Prediction for Convolutional Neural Networks in Edge Devices Halima Bouzidi Hamza Ouarnoughi Smail Niar A. A. E. Cadi 11 7 0 21 Oct 2020
Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device Théo Benoit-Cattin Delia Velasco-Montero Jorge Fernández-Berni 19 26 0 13 Oct 2020
Binary Neural Networks for Memory-Efficient and Effective Visual Place Recognition in Changing Environments Bruno Ferrarini Michael Milford Klaus D. McDonald-Maier Shoaib Ehsan MQ 25 23 0 01 Oct 2020
Compression of Deep Learning Models for Text: A Survey Manish Gupta Puneet Agrawal VLM MedIm AI4CE 22 115 0 12 Aug 2020
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance N. Jha Sparsh Mittal 27 16 0 06 Aug 2020
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening Sang Won Lee Yueh-Ting Chiu P. Brudnicki Audrey M. Bischoff A. Jelinek Jenny Zijun Wang Danielle R. Bogdanowicz Andrew F. Laine Jia Guo Helen H. Lu AI4CE 9 2 0 22 Jul 2020
Towards Dense People Detection with Deep Learning and Depth images D. Fuentes-Jiménez Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Roberto Martín-López Daniel Pizarro-Perez C. Luna 3DH 20 6 0 14 Jul 2020
Optimizing Prediction Serving on Low-Latency Serverless Dataflow Vikram Sreekanti Harikaran Subbaraj Chenggang Wu Joseph E. Gonzalez J. M. Hellerstein 28 21 0 11 Jul 2020
Generalization of Deep Convolutional Neural Networks -- A Case-study on Open-source Chest Radiographs Nazanin Mashhaditafreshi Amara Tariq J. Gichoya Imon Banerjee OOD AI4CE 17 1 0 11 Jul 2020
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones V. Parmar Narayani Bhatia Shubham Negi Manan Suri SSeg 17 9 0 06 Jul 2020
Low-Power Object Counting with Hierarchical Neural Networks Abhinav Goel Caleb Tung Sarah Aghajanzadeh Isha Ghodgaonkar Shreya Ghosh George K. Thiruvathukal Yung-Hsiang Lu 11 9 0 02 Jul 2020
Robustifying the Deployment of tinyML Models for Autonomous mini-vehicles Miguel de Prado Manuele Rusci Romain Donze Alessandro Capotondi Serge Monnerat Luca Benini and Nuria Pazos 30 39 0 01 Jul 2020
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time Nils Gählert Jun-Jun Wan Nicolas Jourdan Jan Finkbeiner Uwe Franke Joachim Denzler 3DPC 24 18 0 23 Jun 2020
Supervised dimensionality reduction by a Linear Discriminant Analysis on pre-trained CNN features Francisco J. H. Heras G. G. Polavieja 23 3 0 22 Jun 2020
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification V. Syrris O. Pešek P. Soille 22 8 0 18 Jun 2020
PRGFlow: Benchmarking SWAP-Aware Unified Deep Visual Inertial Odometry N. Sanket Chahat Deep Singh Cornelia Fermuller Yiannis Aloimonos 21 10 0 11 Jun 2020
ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification Naoto Usuyama N. Larios Amanda K. Hall Jessica Lundin 25 7 0 28 May 2020
Deep Learning for Automatic Pneumonia Detection Tatiana Gabruseva D. Poplavskiy Alexandr A Kalinin 24 102 0 28 May 2020
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices Chunjie Luo Xiwen He Jianfeng Zhan Lei Wang Wanling Gao Jiahui Dai ELM 27 58 0 07 May 2020
Intra-model Variability in COVID-19 Classification Using Chest X-ray Images Brian D. Goodwin Corey Jaskolski Can Zhong Herick Asmani OOD 42 28 0 30 Apr 2020