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 / 797 papers shown

Title
PhotoScout: Synthesis-Powered Multi-Modal Image Search Celeste Barnaby Qiaochu Chen Chenglong Wang Işıl Dillig 48 2 0 19 Jan 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 26 2 0 20 Dec 2023
CAManim: Animating end-to-end network activation maps Emily Kaczmarek Olivier X. Miguel Alexa C. Bowie R. Ducharme Alysha L. J. Dingwall-Harvey S. Hawken Christine M. Armour Mark C. Walker Kevin Dick HAI 37 1 0 19 Dec 2023
Cooperative Learning for Cost-Adaptive Inference Xingli Fang Richard M. Bradford Jung-Eun Kim 40 1 0 13 Dec 2023
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 64 23 0 07 Dec 2023
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference Kai Li Yi Luo 29 2 0 06 Dec 2023
NeRFTAP: Enhancing Transferability of Adversarial Patches on Face Recognition using Neural Radiance Fields Xiaoliang Liu Shen Furao Feng Han Jian Zhao Changhai Nie AAML 28 0 0 29 Nov 2023
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 32 5 0 09 Nov 2023
Revealing CNN Architectures via Side-Channel Analysis in Dataflow-based Inference Accelerators Hansika Weerasena Prabhat Mishra FedML 51 4 0 01 Nov 2023
LaksNet: an end-to-end deep learning model for self-driving cars in Udacity simulator Lakshmikar R. Polamreddy Youshan Zhang 20 3 0 24 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 26 0 0 14 Oct 2023
A Holistic Evaluation of Piano Sound Quality Monan Zhou Shangda Wu Shaohua Ji Zijin Li Wei Li 29 0 0 07 Oct 2023
Evolution of Convolutional Neural Network (CNN): Compute vs Memory bandwidth for Edge AI Dwith Chenna 10 3 0 24 Sep 2023
Visual Material Characteristics Learning for Circular Healthcare Federico Zocco Shahin Rahimifard 25 2 0 09 Sep 2023
Multi-Transfer Learning Techniques for Detecting Auditory Brainstem Response Fatih Özyurt Jafar Majidpour Tarik Ahmed Rashid Amir Majidpour Canan Koç 19 3 0 29 Aug 2023
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks Yukun Su Yi Yang 20 1 0 29 Aug 2023
Enhancing Adversarial Attacks: The Similar Target Method Shuo Zhang Ziruo Wang Zikai Zhou Huanran Chen AAML 54 1 0 21 Aug 2023
Survey on Computer Vision Techniques for Internet-of-Things Devices Ishmeet Kaur Adwaita Janardhan Jadhav AI4CE 27 1 0 02 Aug 2023
When Edge Meets FaaS: Opportunities and Challenges Runyu Jin Qirui Yang Mingde Zhao 16 1 0 29 Jun 2023
Group-based Robustness: A General Framework for Customized Robustness in the Real World Weiran Lin Keane Lucas Neo Eyal Lujo Bauer Michael K. Reiter Mahmood Sharif OOD AAML 42 1 0 29 Jun 2023
Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms Muhammad Waqas M. Ashraf M. Zakwan 19 2 0 06 Jun 2023
Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations T. Krauß Alexandra Dmitrienko AAML 27 4 0 06 Jun 2023
Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Survey Hailin Li Raghavendra Ramachandra AAML 35 6 0 27 May 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives T. Eerola Daniel Batrakhanov Nastaran Vatankhah Barazandeh K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen Jukka Seppälä T. Tamminen Heikki Kälviäinen 28 11 0 19 May 2023
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning Md. Adnan Arefeen Zhouyu Li M. Y. S. Uddin Anupam Das 27 0 0 13 May 2023
A Central Asian Food Dataset for Personalized Dietary Interventions, Extended Abstract Aknur Karabay Arman Bolatov H. A. Varol M. Chan 27 10 0 12 May 2023
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks Seah Kim Hasan Genç Vadim Nikiforov Krste Asanović B. Nikolić Y. Shao 27 18 0 10 May 2023
Cuttlefish: Low-Rank Model Training without All the Tuning Hongyi Wang Saurabh Agarwal Pongsakorn U-chupala Yoshiki Tanaka Eric P. Xing Dimitris Papailiopoulos OffRL 58 22 0 04 May 2023
Rail Detection: An Efficient Row-based Network and A New Benchmark Xinpeng Li Xiaojiang Peng 41 17 0 12 Apr 2023
Are Visual Recognition Models Robust to Image Compression? Joao Maria Janeiro Stanislav Frolov Alaaeldin El-Nouby Jakob Verbeek VLM 28 4 0 10 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 38 4 0 07 Apr 2023
Tensor Slicing and Optimization for Multicore NPUs R. Sousa M. Pereira Yongin Kwon Taeho Kim Namsoon Jung Chang Soo Kim Michael Frank Guido Araujo 24 5 0 06 Apr 2023
Benchmarking Robustness to Text-Guided Corruptions Mohammadreza Mofayezi Yasamin Medghalchi DiffM VLM 32 3 0 06 Apr 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 29 46 0 30 Mar 2023
A Tensor-based Convolutional Neural Network for Small Dataset Classification Zhenhua Chen David J. Crandall 34 0 0 29 Mar 2023
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan Jun Liu AI4TS 32 15 0 28 Mar 2023
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters Zhipeng Fan Yao Wang 3DH 36 0 0 26 Mar 2023
Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures Zirui Fu Aleksandre Avaliani M. Donato 44 1 0 25 Mar 2023
Rethinking Model Ensemble in Transfer-based Adversarial Attacks Huanran Chen Yichi Zhang Yinpeng Dong Xiao Yang Hang Su Junyi Zhu AAML 28 56 0 16 Mar 2023
CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying Weihuang Liu Xiaodong Cun Chi-Man Pun Menghan Xia Yong Zhang Jue Wang 38 38 0 15 Mar 2023
Feature representations useful for predicting image memorability Takumi Harada Hiroyuki Sakai 27 1 0 14 Mar 2023
Scalable Object Detection on Embedded Devices Using Weight Pruning and Singular Value Decomposition D. Ham Jaeyeop Jeong June-Kyoo Park Raehyeon Jeong S. Jeon Hyeongjun Jeon Ye-Eun Lim 19 0 0 05 Mar 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 36 101 0 27 Feb 2023
Physical Adversarial Attacks on Deep Neural Networks for Traffic Sign Recognition: A Feasibility Study Fabian Woitschek G. Schneider AAML 38 9 0 27 Feb 2023
Automatic Classification of Symmetry of Hemithoraces in Canine and Feline Radiographs Peyman Tahghighi Nicole Norena E. Ukwatta Ryan B Appleby Amin Komeili 20 4 0 24 Feb 2023
Advanced Image Quality Assessment for Hand- and Fingervein Biometrics Simon Kirchgasser Christof Kauba Georg Wimmer A. Uhl 15 1 0 20 Feb 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment Jared Fernandez Jacob Kahn Clara Na Yonatan Bisk Emma Strubell FedML 33 10 0 13 Feb 2023
Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer Dichao Liu T. Yamasaki Yu Wang K. Mase Jien Kato 28 27 0 09 Feb 2023
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions G. Pihlgren Konstantina Nikolaidou Prakash Chandra Chhipa Nosheen Abid Rajkumar Saini Fredrik Sandin Marcus Liwicki 29 10 0 08 Feb 2023
Towards Implementing Energy-aware Data-driven Intelligence for Smart Health Applications on Mobile Platforms G. D. Samaraweera Hung Nguyen Hadi Zanddizari Behnam Zeinali Jerome Chang 30 0 0 01 Feb 2023