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 / 819 papers shown

Title
GraSens: A Gabor Residual Anti-aliasing Sensing Framework for Action Recognition using WiFi Yanling Hao Zhiyuan Shi Xidong Mu Yuanwei Liu 24 2 0 24 May 2022
Towards automatic detection of wildlife trade using machine vision models Ritwik Kulkarni E. D. Minin 25 21 0 23 May 2022
PSO-Convolutional Neural Networks with Heterogeneous Learning Rate N. H. Phong A. Santos B. Ribeiro 27 8 0 20 May 2022
E-Scooter Rider Detection and Classification in Dense Urban Environments Shane Gilroy D. Mullins Edward Jones Ashkan Parsi M. Glavin 36 17 0 20 May 2022
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context Adrián Inés Andrés Díaz-Pinto C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual 27 1 0 19 May 2022
CONSENT: Context Sensitive Transformer for Bold Words Classification Ionut Sandu Daniel Voinea A. Popa 29 3 0 16 May 2022
Blueprint Separable Residual Network for Efficient Image Super-Resolution Zheyu Li Yingqi Liu Xiangyu Chen Haoming Cai Jinjin Gu Yu Qiao Chao Dong 35 132 0 12 May 2022
Object Detection with Spiking Neural Networks on Automotive Event Data Loic Cordone Benoit Miramond Philippe Thiérion 32 98 0 09 May 2022
Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification Declan McIntosh T. Marques A. Albu 19 6 0 08 May 2022
Triangular Dropout: Variable Network Width without Retraining Edward W. Staley Jared Markowitz 33 2 0 02 May 2022
RangeSeg: Range-Aware Real Time Segmentation of 3D LiDAR Point Clouds Tzu-Hsuan Chen T. Chang 3DPC 27 46 0 02 May 2022
Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms Nachuan Ma Jiahe Fan Wenshuo Wang Jin Wu Yu Jiang Lihua Xie Rui Fan 31 76 0 28 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 21 40 0 25 Apr 2022
Self-supervised Learning for Sonar Image Classification Alan Preciado-Grijalva Bilal Wehbe M. B. Firvida Matias Valdenegro-Toro SSL 38 16 0 20 Apr 2022
Deep Relation Learning for Regression and Its Application to Brain Age Estimation Sheng He Yanfang Feng P. E. Grant Yangming Ou 3DH 38 30 0 13 Apr 2022
High Efficiency Pedestrian Crossing Prediction Z. Zeng 26 0 0 04 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 26 1 0 04 Apr 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 24 31 0 29 Mar 2022
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization Guilherme C. Oliveira Gustavo de Rosa Daniel Carlos Guimarães Pedronette João Paulo Papa Himeesh Kumar L. A. Passos Dinesh Kumar OOD MedIm 40 9 0 25 Mar 2022
An Adaptive Gradient Method with Energy and Momentum Hailiang Liu Xuping Tian ODL 18 9 0 23 Mar 2022
Dense Residual Networks for Gaze Mapping on Indian Roads Chaitanya Kapoor K. Kumar Soumya Vishnoi S. Ramanathan 14 0 0 22 Mar 2022
DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition Thanh-Dat Truong Quoc-Huy Bui C. Duong Han-Seok Seo S. L. Phung Xin Li Khoa Luu ViT 42 49 0 19 Mar 2022
Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM) A. Rohan AI4CE 28 10 0 18 Mar 2022
TEN: Twin Embedding Networks for the Jigsaw Puzzle Problem with Eroded Boundaries Daniel Rika Dror Sholomon E. David N. Netanyahu 23 2 0 12 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 44 5 0 10 Mar 2022
Practical No-box Adversarial Attacks with Training-free Hybrid Image Transformation Qilong Zhang Chaoning Zhang Chaoning Zhang Chaoqun Li Xuanhan Wang Jingkuan Song Lianli Gao AAML 38 21 0 09 Mar 2022
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches Maura Pintor Daniele Angioni Angelo Sotgiu Christian Scano Ambra Demontis Battista Biggio Fabio Roli AAML 33 49 0 07 Mar 2022
S-Rocket: Selective Random Convolution Kernels for Time Series Classification Hojjat Salehinejad Yang Wang Yuanhao Yu Jingshan Tang S. Valaee AI4TS 39 15 0 07 Mar 2022
A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions Banoth Thulasya Naik Mohammad Farukh Hashmi N. Bokde 41 87 0 03 Mar 2022
Sensing accident-prone features in urban scenes for proactive driving and accident prevention Sumit Mishra Praveenbalaji Rajendran L. Vecchietti Dongsoo Har 19 13 0 25 Feb 2022
Activation Functions: Dive into an optimal activation function V. Bansal FAtt 29 2 0 24 Feb 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 26 28 0 23 Feb 2022
Memory Planning for Deep Neural Networks Maksim Levental 33 4 0 23 Feb 2022
Distilled Neural Networks for Efficient Learning to Rank F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini FedML 29 16 0 22 Feb 2022
Submodlib: A Submodular Optimization Library Vishal Kaushal Ganesh Ramakrishnan Rishabh K. Iyer 50 12 0 22 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 38 17 0 15 Feb 2022
Benchmarking of DL Libraries and Models on Mobile Devices Qiyang Zhang Xiang Li Xiangying Che Xiao Ma Ao Zhou Mengwei Xu Shangguang Wang Yun Ma Xuanzhe Liu 25 48 0 14 Feb 2022
Benchmark Assessment for DeepSpeed Optimization Library G. Liang I. Alsmadi 34 3 0 12 Feb 2022
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs D. Pinto J. Arnau Antonio González 36 1 0 10 Feb 2022
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Jiawen Zhang Abhijit Mishra Avinesh P.V.S Siddharth Patwardhan Sachin Agarwal 24 0 0 09 Feb 2022
Efficient Direct-Connect Topologies for Collective Communications Liangyu Zhao Siddharth Pal Tapan Chugh Weiyang Wang Jason Fantl P. Basu J. Khoury Arvind Krishnamurthy 42 7 0 07 Feb 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 32 61 0 07 Feb 2022
Applications of Machine Learning in Healthcare and Internet of Things (IOT): A Comprehensive Review F. Mohammadi Farzan Shenavarmasouleh H. Arabnia 35 16 0 06 Feb 2022
Iterative Self Knowledge Distillation -- From Pothole Classification to Fine-Grained and COVID Recognition Kuan-Chuan Peng 43 2 0 04 Feb 2022
Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning N. Koriakina Natavsa Sladoje Vladimir Bavsić Joakim Lindblad 14 4 0 03 Feb 2022
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts S. Yusuf Abdulmalik Aldawsari R. Souissi 14 3 0 02 Feb 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations Amin Ghiasi Hamid Kazemi Steven Reich Chen Zhu Micah Goldblum Tom Goldstein 48 15 0 31 Jan 2022
Writer Recognition Using Off-line Handwritten Single Block Characters A. L. Hagström Rustam Stanikzai J. Bigün F. Alonso-Fernandez 38 6 0 25 Jan 2022
Winograd Convolution for Deep Neural Networks: Efficient Point Selection Syed Asad Alam Andrew Anderson B. Barabasz David Gregg 71 25 0 25 Jan 2022
Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities Mi-Gyoung Cho A. Mashhadi FedML 39 1 0 20 Jan 2022