An Analysis of Deep Neural Network Models for Practical Applications

24 May 2016

Papers citing "An Analysis of Deep Neural Network Models for Practical Applications"

21 / 71 papers shown

Title
To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference Qing Qin Jie Ren Jia-Le Yu Ling Gao Hai Wang Jie Zheng Yansong Feng Jianbin Fang Zheng Wang 11 21 0 21 Oct 2018
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes Roman Novak Lechao Xiao Jaehoon Lee Yasaman Bahri Greg Yang Jiri Hron Daniel A. Abolafia Jeffrey Pennington Jascha Narain Sohl-Dickstein UQCV BDL 14 306 0 11 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition Fei-Yue Wang Jinsong Han Shiyuan Zhang Xuming He Dong Huang CVBM 13 13 0 07 Oct 2018
FingerVision Tactile Sensor Design and Slip Detection Using Convolutional LSTM Network Yazhan Zhang Zicheng Kan Yu Alexander Tse Yang Yang M. Y. Wang 30 72 0 05 Oct 2018
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 13 14 0 08 Aug 2018
Overhead Detection: Beyond 8-bits and RGB E. Mace Keith Manville M. Barbu-McInnis Michael Laielli Matthew K. Klaric Samuel Dooley 11 7 0 07 Aug 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 13 1 0 08 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 11 62 0 04 Jul 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 30 141 0 11 Jun 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 13 180 0 29 May 2018
Pilot Comparative Study of Different Deep Features for Palmprint Identification in Low-Quality Images Ahmad S. Tarawneh D. Chetverikov Ahmad Hassanat 15 31 0 10 Apr 2018
XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks A. Bahou G. Karunaratne Renzo Andri Lukas Cavigelli Luca Benini MQ 17 45 0 05 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 21 873 0 03 Mar 2018
Deep Learning Architectures for Face Recognition in Video Surveillance Saman Bashbaghi Eric Granger R. Sabourin Mostafa Parchami CVBM 16 37 0 27 Feb 2018
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets Fabian Schuiki Michael Schaffner Frank K. Gürkaynak Luca Benini 21 70 0 19 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li-Jia Li Song Han 33 1,339 0 10 Feb 2018
Musical Chair: Efficient Real-Time Recognition Using Collaborative IoT Devices Ramyad Hadidi Jiashen Cao M. Woodward Michael S. Ryoo Hyesoon Kim 14 34 0 05 Feb 2018
High-dimensional dynamics of generalization error in neural networks Madhu S. Advani Andrew M. Saxe AI4CE 22 463 0 10 Oct 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 111 166 0 08 Jul 2017
Generative Poisoning Attack Method Against Neural Networks Chaofei Yang Qing Wu Hai Helen Li Yiran Chen AAML 11 218 0 03 Mar 2017
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 216 2,055 0 07 Jun 2016