SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

24 February 2016

Song Han

Papers citing "SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size"

50 / 823 papers shown

Title
MoBiNet: A Mobile Binary Network for Image Classification Hai T. Phan Dang T. Huynh Yihui He Marios Savvides Zhiqiang Shen MQ 36 49 0 29 Jul 2019
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 27 7 0 27 Jul 2019
Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT Kartikeya Bhardwaj Chingyi Lin A. L. Sartor R. Marculescu GNN 23 51 0 26 Jul 2019
Compact Global Descriptor for Neural Networks Xiangyu He Ke Cheng Qiang Chen Qinghao Hu Peisong Wang Jian Cheng 31 8 0 23 Jul 2019
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey Xiaofei Wang Yiwen Han Victor C. M. Leung Dusit Niyato Xueqiang Yan Xu Chen 17 977 0 19 Jul 2019
What does it mean to understand a neural network? Timothy Lillicrap Konrad Paul Kording 18 42 0 15 Jul 2019
And the Bit Goes Down: Revisiting the Quantization of Neural Networks Pierre Stock Armand Joulin Rémi Gribonval Benjamin Graham Hervé Jégou MQ 37 149 0 12 Jul 2019
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing Qian Zhang Jianjun Li Meng Yao Liangchen Song Helong Zhou Zhichao Li Wenming Meng Xuezhi Zhang Guoli Wang 24 22 0 12 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 67 662 0 08 Jul 2019
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction A. Sharma H. Foroosh CVBM 3DH 19 41 0 03 Jul 2019
A Unified Optimization Approach for CNN Model Inference on Integrated GPUs Leyuan Wang Zhi Chen Yizhi Liu Yao Wang Lianmin Zheng Mu Li Yida Wang 36 30 0 03 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 18 168 0 01 Jul 2019
Learning Objectness from Sonar Images for Class-Independent Object Detection Matias Valdenegro-Toro 26 10 0 01 Jul 2019
Selection via Proxy: Efficient Data Selection for Deep Learning Cody Coleman Christopher Yeh Stephen Mussmann Baharan Mirzasoleiman Peter Bailis Percy Liang J. Leskovec Matei A. Zaharia 33 329 0 26 Jun 2019
Remote Sensor Design for Visual Recognition with Convolutional Neural Networks Lucas Jaffe M. Zelinski W. Sakla 19 14 0 24 Jun 2019
GAN-Knowledge Distillation for one-stage Object Detection Wanwei Wang Jin ke Yu Fan Zong ObjD 22 28 0 20 Jun 2019
DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans Ayush Dewan Wolfram Burgard 3DV 3DPC 27 28 0 17 Jun 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 18 99 0 12 Jun 2019
Bag of Color Features For Color Constancy Firas Laakom Nikolaos Passalis Jenni Raitoharju Jarno Nikkanen Anastasios Tefas Alexandros Iosifidis Moncef Gabbouj 24 33 0 11 Jun 2019
E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles M. Kettunen Erik Härkönen J. Lehtinen AAML 32 61 0 10 Jun 2019
Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN Models for Facial Tracking Tianxing Li Zhi Yu Edmund Phung Brendan Duke I. Kezele P. Aarabi 3DH CVBM 24 7 0 05 Jun 2019
pCAMP: Performance Comparison of Machine Learning Packages on the Edges Xingzhou Zhang Yifan Wang Weisong Shi 11 91 0 05 Jun 2019
OpenEI: An Open Framework for Edge Intelligence Xingzhou Zhang Yifan Wang Sidi Lu Liangkai Liu Lanyu Xu Weisong Shi 29 101 0 05 Jun 2019
Constructing Energy-efficient Mixed-precision Neural Networks through Principal Component Analysis for Edge Intelligence I. Chakraborty Deboleena Roy Isha Garg Aayush Ankit Kaushik Roy 24 37 0 04 Jun 2019
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving Khaled El Madawy Hazem Rashed Ahmad El-Sallab Omar A. Nasr Hanan Kamel S. Yogamani 3DPC 36 101 0 01 Jun 2019
Attention Based Pruning for Shift Networks G. B. Hacene Carlos Lassance Vincent Gripon Matthieu Courbariaux Yoshua Bengio 41 25 0 29 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 11 17,761 0 28 May 2019
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud P. Biasutti Aurélie Bugeau Jean-François Aujol Mathieu Brédif 3DPC 24 16 0 21 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 25 33 0 21 May 2019
Percival: Making In-Browser Perceptual Ad Blocking Practical With Deep Learning Z. Din P. Tigas Samuel T. King B. Livshits VLM 39 29 0 17 May 2019
Deep Neural Networks for Marine Debris Detection in Sonar Images Matias Valdenegro-Toro 27 25 0 13 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,290 0 13 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 39 15 0 11 May 2019
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs Okan Kopuklu Yao Rong Gerhard Rigoll SLR 19 5 0 10 May 2019
EdgeSegNet: A Compact Network for Semantic Segmentation Z. Q. Lin Brendan Chwyl A. Wong SSeg 22 9 0 10 May 2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices Nilay Shrivastava Astitwa Saxena Yaman Kumar Singla Preeti Kaur Debanjan Mahata R. Shah 27 3 0 10 May 2019
NeuPart: Using Analytical Models to Drive Energy-Efficient Partitioning of CNN Computations on Cloud-Connected Mobile Clients Susmita Dey Manasi F. S. Snigdha S. Sapatnekar 34 16 0 09 May 2019
Fast and Efficient Zero-Learning Image Fusion Fayez Lahoud Sabine Süsstrunk 13 24 0 09 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification Bowen Cheng Rong Xiao Jianfeng Wang Thomas Huang Lei Zhang 31 21 0 07 May 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 97 6,616 0 06 May 2019
Combating the Elsagate phenomenon: Deep learning architectures for disturbing cartoons Akari Ishikawa Edson Bollis Sandra Avila 13 26 0 18 Apr 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 27 174 0 18 Apr 2019
LO-Net: Deep Real-time Lidar Odometry Qing Li Shaoyang Chen Cheng-Yu Wang Xin Li Chenglu Wen Ming Cheng Jonathan Li 3DPC 29 206 0 17 Apr 2019
Low-Power Computer Vision: Status, Challenges, Opportunities S. Alyamkin M. Ardi Alexander C. Berg Achille Brighton Bo Chen ... George K. Thiruvathukal Baiwu Zhang Jingchi Zhang Xiaopeng Zhang Shaojie Zhuo 29 10 0 15 Apr 2019
A Selective Overview of Deep Learning Jianqing Fan Cong Ma Yiqiao Zhong BDL VLM 38 136 0 10 Apr 2019
C3AE: Exploring the Limits of Compact Model for Age Estimation Chao Zhang Shuaicheng Liu Xun Xu Ce Zhu 27 80 0 10 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 21 186 0 04 Apr 2019
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet Youshan Zhang Brian D. Davison OOD 15 17 0 04 Apr 2019
Super accurate low latency object detection on a surveillance UAV Maarten Vandersteegen Kristof Van Beeck Toon Goedemé 32 20 0 03 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 25 19 0 03 Apr 2019