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
Online Loss Function Learning Christian Raymond Qi Chen Bing Xue Mengjie Zhang 38 5 0 30 Jan 2023
Lateralized Learning for Multi-Class Visual Classification Tasks Abubakar Siddique Will N. Browne Gina M. Grimshaw 31 2 0 30 Jan 2023
Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers Sungmin Cha Sungjun Cho Dasol Hwang Honglak Lee Taesup Moon Moontae Lee MU 44 35 0 27 Jan 2023
Joint Training of Deep Ensembles Fails Due to Learner Collusion Alan Jeffares Tennison Liu Jonathan Crabbé M. Schaar FedML 56 15 0 26 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge Matteo Risso Alessio Burrello Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 30 33 0 24 Jan 2023
Accelerating and Compressing Deep Neural Networks for Massive MIMO CSI Feedback O. Erak H. Abou-zeid 55 5 0 20 Jan 2023
RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs A. M. Ribeiro-dos-Santos João Dinis Ferreira O. Mutlu G. Falcão MQ 21 1 0 15 Jan 2023
Does progress on ImageNet transfer to real-world datasets? Alex Fang Simon Kornblith Ludwig Schmidt VLM 29 34 0 11 Jan 2023
Deep Residual Axial Networks Nazmul Shahadat Anthony Maida 3DPC 48 4 0 11 Jan 2023
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting Syed Kazmi Berk Görgülü Mucahit Cevik M. Baydogan 30 5 0 02 Jan 2023
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching Jiaqing Zhang Jie Lei Weiying Xie Yunsong Li Wenxuan Wang MQ 27 19 0 31 Dec 2022
Stroke-based Rendering: From Heuristics to Deep Learning Florian Nolte Andrew Melnik Helge J. Ritter GAN 41 5 0 30 Dec 2022
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 38 8 0 19 Dec 2022
Atrous Space Bender U-Net (ASBU-Net/LogiNet) Anurag Bansal O. Ostap Miguel Maestre Trueba Kristopher Perry SSeg 21 0 0 16 Dec 2022
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images Xiaoxiang Han Yiman Liu Gang Liu Yuanjie Lin Qiaohong Liu 27 11 0 16 Dec 2022
Spatially-resolved Thermometry from Line-of-Sight Emission Spectroscopy via Machine Learning Ruiyuan Kang D. Kyritsis P. Liatsis 13 0 0 15 Dec 2022
Deep Image Style Transfer from Freeform Text Tejas Santanam Mengyang Liu Jiangyue Yu Zhao-Yu Yang 11 0 0 13 Dec 2022
Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning Models Rui Zhu Di Tang Siyuan Tang Xiaofeng Wang Haixu Tang AAML FedML 37 13 0 09 Dec 2022
Leveraging Unlabeled Data to Track Memorization Mahsa Forouzesh Hanie Sedghi Patrick Thiran NoLa TDI 34 4 0 08 Dec 2022
CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework Shikhar Tuli Chia-Hao Li Ritvik Sharma N. Jha 38 14 0 07 Dec 2022
Deep Learning for Brain Age Estimation: A Systematic Review Md. Iftekhar Tanveer M. A. Ganaie I. Beheshti Tripti Goel Nehal Ahmad Kuan-Ting Lai Kaizhu Huang Yudong Zhang Javier Del Ser Chin-Teng Lin 30 86 0 07 Dec 2022
Lightweight Facial Attractiveness Prediction Using Dual Label Distribution Shu Liu Enquan Huang Kexuan Wang Yan Xu Xiaoyan Kui Tao Lei Hongying Meng CVBM 21 2 0 04 Dec 2022
AGO: Boosting Mobile AI Inference Performance by Removing Constraints on Graph Optimization Zhiying Xu H. Peng Wei Wang GNN 26 3 0 02 Dec 2022
On-device Training: A First Overview on Existing Systems Shuai Zhu Thiemo Voigt Jeonggil Ko Fatemeh Rahimian 34 14 0 01 Dec 2022
Boosted Dynamic Neural Networks Haichao Yu Haoxiang Li G. Hua Gao Huang Humphrey Shi 35 7 0 30 Nov 2022
Learning to Learn: How to Continuously Teach Humans and Machines Parantak Singh You Li Ankur Sikarwar Weixian Lei Daniel Gao Morgan B. Talbot Ying Sun Mike Zheng Shou Gabriel Kreiman Mengmi Zhang CLL 18 6 0 28 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 27 3 0 26 Nov 2022
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders Hanlin Gu Lixin Fan Xingxing Tang Qiang Yang AAML FedML 22 1 0 24 Nov 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention Yehui Tang Kai Han Jianyuan Guo Chang Xu Chaoting Xu Yunhe Wang 22 270 0 23 Nov 2022
Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem Daniel Rika Dror Sholomon E. David N. Netanyahu 29 0 0 14 Nov 2022
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning Udbhav Bamba Neeraj Anand Saksham Aggarwal Dilip K Prasad D. K. Gupta MQ 26 0 0 12 Nov 2022
MinUn: Accurate ML Inference on Microcontrollers Shikhar Jaiswal R. Goli Aayan Kumar Vivek Seshadri Rahul Sharma 29 2 0 29 Oct 2022
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks Benoit Steiner Mostafa Elhoushi Jacob Kahn James Hegarty 31 8 0 24 Oct 2022
Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis Rabindra Dulal Lihong Zheng M. A. Kabir S. McGrath J. Medway D. Swain Will Swain 23 17 0 21 Oct 2022
Packed-Ensembles for Efficient Uncertainty Estimation Olivier Laurent Adrien Lafage Enzo Tartaglione Geoffrey Daniel Jean-Marc Martinez Andrei Bursuc Gianni Franchi OODD 46 32 0 17 Oct 2022
Approximating Continuous Convolutions for Deep Network Compression Theo W. Costain V. Prisacariu 36 0 0 17 Oct 2022
Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research Needs Monu Verma Santosh Kumar Vipparthi Girdhari Singh HAI 26 6 0 10 Oct 2022
Towards Understanding and Boosting Adversarial Transferability from a Distribution Perspective Yao Zhu YueFeng Chen Xiaodan Li Kejiang Chen Yuan He Xiang Tian Bo Zheng Yao-wu Chen Qingming Huang AAML 33 58 0 09 Oct 2022
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object Detection K. Lis T. Kryjak 3DPC 29 5 0 30 Sep 2022
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 106 88 0 30 Sep 2022
Vision-based Perimeter Defense via Multiview Pose Estimation Elijah S. Lee Giuseppe Loianno Dinesh Jayaraman Vijay Kumar AAML 21 3 0 25 Sep 2022
Optimization of FPGA-based CNN Accelerators Using Metaheuristics S. M. Sait A. El-Maleh Mohammad Altakrouri Ahmad Shawahna 36 7 0 22 Sep 2022
Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning Christian Raymond Qi Chen Bing Xue Mengjie Zhang FedML 31 11 0 19 Sep 2022
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images Zhanchao Huang Wei Li X. Xia Hao Wang F. Jie R. Tao ObjD 39 51 0 16 Sep 2022
Neural Networks Reduction via Lumping Dalila Ressi Riccardo Romanello S. Rossi Carla Piazza 38 4 0 15 Sep 2022
Chromosome Segmentation Analysis Using Image Processing Techniques and Autoencoders Amritha S Pallavoor A. Prajwal TS Sundareshan Sreekanth K Pallavoor 13 5 0 12 Sep 2022
Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense Bo Peng Bo Peng Jie Zhou Jianyue Xie Li Liu AAML 40 43 0 11 Sep 2022
Seeking Interpretability and Explainability in Binary Activated Neural Networks Benjamin Leblanc Pascal Germain FAtt 42 1 0 07 Sep 2022
Domain Engineering for Applied Monocular Reconstruction of Parametric Faces Igor Borovikov K. Levonyan Jon Rein Pawel Wrotek Nitish Victor 3DH CVBM 29 0 0 06 Sep 2022
Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study Khushal Sethi V. Parmar Manan Suri 19 14 0 03 Sep 2022