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 / 866 papers shown

Title
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 51 82 0 17 Mar 2020
Analyzing Visual Representations in Embodied Navigation Tasks Erik Wijmans Julian Straub Dhruv Batra Irfan Essa Judy Hoffman Ari S. Morcos 19 2 0 12 Mar 2020
Pacemaker: Intermediate Teacher Knowledge Distillation For On-The-Fly Convolutional Neural Network Wonchul Son Youngbin Kim Wonseok Song Youngsuk Moon Wonjun Hwang 14 0 0 09 Mar 2020
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications Chinthaka Gamanayake Lahiru Jayasinghe Benny Kai Kiat Ng Chau Yuen VLM 23 45 0 05 Mar 2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 40 23 0 02 Mar 2020
Joint 2D-3D Breast Cancer Classification G. Liang Xiaoqin Wang Yu Zhang Xin Xing Hunter Blanton Tawfiq Salem Nathan Jacobs 31 39 0 27 Feb 2020
Exploring the Connection Between Binary and Spiking Neural Networks Sen Lu Abhronil Sengupta MQ 14 102 0 24 Feb 2020
Neuron Shapley: Discovering the Responsible Neurons Amirata Ghorbani James Zou FAtt TDI 25 108 0 23 Feb 2020
Comparing Different Deep Learning Architectures for Classification of Chest Radiographs Keno K. Bressem Lisa Christine Adams C. Erxleben B. Hamm S. Niehues J. Vahldiek 22 167 0 20 Feb 2020
Learning Architectures for Binary Networks Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 25 44 0 17 Feb 2020
Recognizing Families In the Wild: White Paper for the 4th Edition Data Challenge Joseph P. Robinson Yu Yin Zaid Khan Ming Shao Siyu Xia Michael Stopa Samson Timoner Matthew A. Turk Rama Chellappa Y. Fu 40 20 0 15 Feb 2020
Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems Siyuan Zhuang Zhuohan Li Danyang Zhuo Stephanie Wang Eric Liang Robert Nishihara Philipp Moritz Ion Stoica 27 23 0 13 Feb 2020
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification Yueru Chen Mozhdeh Rouhsedaghat Suya You Raghuveer Rao C.-C. Jay Kuo 17 68 0 08 Feb 2020
Activation Density driven Energy-Efficient Pruning in Training Timothy Foldy-Porto Yeshwanth Venkatesha Priyadarshini Panda 10 4 0 07 Feb 2020
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 39 34 0 06 Feb 2020
An Efficient Framework for Automated Screening of Clinically Significant Macular Edema Renoh Johnson Chalakkal Faizal M. F. Hafiz W. Abdulla Akshya Swain 32 22 0 20 Jan 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 26 67 0 17 Jan 2020
MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy? Joseph Bethge Christian Bartz Haojin Yang Ying-Cong Chen Christoph Meinel MQ 25 91 0 16 Jan 2020
Quantisation and Pruning for Neural Network Compression and Regularisation Kimessha Paupamah Steven D. James Richard Klein 12 23 0 14 Jan 2020
SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark S. Cruz Oliver Wasenmüller H. Beise Thomas Stifter D. Stricker 19 43 0 10 Jan 2020
Least squares binary quantization of neural networks Hadi Pouransari Zhucheng Tu Oncel Tuzel MQ 17 32 0 09 Jan 2020
Resource-Efficient Neural Networks for Embedded Systems Wolfgang Roth Günther Schindler Lukas Pfeifenberger Robert Peharz Sebastian Tschiatschek Holger Fröning Franz Pernkopf Zoubin Ghahramani 34 47 0 07 Jan 2020
FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network Hyeonseong Jeon Youngoh Bang Simon S. Woo 16 54 0 05 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 24 13 0 02 Jan 2020
ZeroQ: A Novel Zero Shot Quantization Framework Yaohui Cai Z. Yao Zhen Dong A. Gholami Michael W. Mahoney Kurt Keutzer MQ 43 389 0 01 Jan 2020
Lossless Compression of Deep Neural Networks Thiago Serra Abhinav Kumar Srikumar Ramalingam 24 56 0 01 Jan 2020
AdderNet: Do We Really Need Multiplications in Deep Learning? Hanting Chen Yunhe Wang Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu 29 194 0 31 Dec 2019
FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data Georg Krispel M. Opitz Georg Waltner Horst Possegger Horst Bischof 3DPC 14 67 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
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 33 871 0 07 Dec 2019
Scratch that! An Evolution-based Adversarial Attack against Neural Networks Malhar Jere Loris Rossi Briland Hitaj Gabriela F. Cretu-Ciocarlie Giacomo Boracchi F. Koushanfar AAML 14 18 0 05 Dec 2019
GhostNet: More Features from Cheap Operations Kai Han Yunhe Wang Qi Tian Jianyuan Guo Chunjing Xu Chang Xu 20 2,591 0 27 Nov 2019
Quantization Networks Jiwei Yang Xu Shen Jun Xing Xinmei Tian Houqiang Li Bing Deng Jianqiang Huang Xiansheng Hua MQ 36 339 0 21 Nov 2019
Active Learning for Deep Detection Neural Networks H. H. Aghdam Abel Gonzalez-Garcia Joost van de Weijer Antonio M. López VLM ObjD 39 138 0 20 Nov 2019
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving Cong Hao Yao Chen Xinheng Liu A. Sarwari Daryl Sew ... Dongdong Fu Jinjun Xiong Wen-mei W. Hwu Junli Gu Deming Chen 3DV 22 22 0 18 Nov 2019
Multiple Style-Transfer in Real-Time Michael C. Maring Kaustav Chakraborty 25 1 0 15 Nov 2019
VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications Chyuan-Tyng Wu Leo F. Isikdogan R. Sushma Bhavin V. Nayak Timo Gerasimow Aleksandar Sutic Liron Ain-kedem G. Michael VLM 19 35 0 14 Nov 2019
Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design Xingyao Zhang Shuaiwen Leon Song Chenhao Xie Jing Wang Wei-gong Zhang Xin Fu 34 20 0 07 Nov 2019
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 28 141 0 02 Nov 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning Shuangfei Zhai Walter A. Talbott Carlos Guestrin J. Susskind GAN 22 9 0 29 Oct 2019
Simplifying Neural Networks using Formal Verification S. Gokulanathan Alexander Feldsher Adi Malca Clark W. Barrett Guy Katz 35 4 0 25 Oct 2019
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network Bin Sun Ming Shao Siyu Xia Y. Fu 3DH CVBM 17 2 0 25 Oct 2019
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments Zhen-Liang Ni Guibin Bian Z. Hou Xiao-Hu Zhou Xiaoliang Xie Zhen Li 27 49 0 24 Oct 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 35 117 0 22 Oct 2019
4-Connected Shift Residual Networks Andrew Brown Pascal Mettes M. Worring 3DPC 31 8 0 22 Oct 2019
Toward 3D Object Reconstruction from Stereo Images Haozhe Xie H. Yao Shangchen Zhou Shengping Zhang Xiaoshuai Sun Wenxiu Sun 3DV 23 20 0 18 Oct 2019
Offline handwritten mathematical symbol recognition utilising deep learning A. Nazemi Niloofar Tavakolian Donal Fitzpatrick Chandrika Fernando C. Suen 16 11 0 16 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 30 217 0 15 Oct 2019
Sketch-Specific Data Augmentation for Freehand Sketch Recognition Ying Zheng H. Yao Xiaoshuai Sun Shengping Zhang Sicheng Zhao Fatih Porikli 30 15 0 14 Oct 2019
ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference Chao-Tsung Huang 22 5 0 13 Oct 2019