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 / 818 papers shown

Title
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 106 89 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 21 14 0 03 Sep 2022
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 23 24 0 29 Aug 2022
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems Emna Baccour A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 30 12 0 27 Aug 2022
Automatic Testing and Validation of Level of Detail Reductions Through Supervised Learning Matilda Tamm Olivia Shamon H. Leon Konrad Tollmar Linus Gisslén 25 1 0 25 Aug 2022
Improved Image Classification with Token Fusion Keong-Hun Choi Jin-Woo Kim Yaolong Wang J. Ha ViT 24 0 0 19 Aug 2022
Mixed-Precision Neural Networks: A Survey M. Rakka M. Fouda Pramod P. Khargonekar Fadi J. Kurdahi MQ 25 11 0 11 Aug 2022
DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space Xigran Liao Baoliang Chen Hanwei Zhu Shiqi Wang Mingliang Zhou Sam Kwong 24 23 0 05 Aug 2022
Applied monocular reconstruction of parametric faces with domain engineering Igor Borovikov K. Levonyan Jon Rein Pawel Wrotek Nitish Victor CVBM 3DH 16 2 0 05 Aug 2022
TIC: Text-Guided Image Colorization Subhankar Ghosh Prasun Roy Saumik Bhattacharya Umapada Pal Michael Blumenstein DiffM 30 4 0 04 Aug 2022
What can we Learn by Predicting Accuracy? Olivier Risser-Maroix Benjamin Chamand 27 4 0 02 Aug 2022
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel Shubhi Shukla Manaar Alam Sarani Bhattacharya Debdeep Mukhopadhyay Pabitra Mitra AAML 27 2 0 01 Aug 2022
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks L. Meneghetti N. Demo G. Rozza 31 1 0 27 Jul 2022
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods Ricards Marcinkevics Ece Ozkan Julia E. Vogt 30 18 0 26 Jul 2022
TIPS: Text-Induced Pose Synthesis Prasun Roy Subhankar Ghosh Saumik Bhattacharya Umapada Pal Michael Blumenstein DiffM 26 13 0 24 Jul 2022
Land Classification in Satellite Images by Injecting Traditional Features to CNN Models Mehmet Çağrı Aksoy B. Sirmaçek Cem Ünsalan 18 3 0 21 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 434 0 19 Jul 2022
Temporal Lift Pooling for Continuous Sign Language Recognition Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 28 40 0 18 Jul 2022
FloLPIPS: A Bespoke Video Quality Metric for Frame Interpoation Duolikun Danier Fan Zhang David Bull 35 16 0 17 Jul 2022
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging Shishir G. Patil Paras Jain P. Dutta Ion Stoica Joseph E. Gonzalez 12 35 0 15 Jul 2022
Image and Texture Independent Deep Learning Noise Estimation using Multiple Frames Hikmet Kirmizitas Nurettin Besli 12 2 0 15 Jul 2022
Multi-Level Branched Regularization for Federated Learning Jinkyu Kim Geeho Kim Bohyung Han FedML 27 53 0 14 Jul 2022
Facilitated machine learning for image-based fruit quality assessment Manuel Knott Fernando Perez-Cruz T. Defraeye 21 47 0 10 Jul 2022
Models Out of Line: A Fourier Lens on Distribution Shift Robustness Sara Fridovich-Keil Brian Bartoldson James Diffenderfer B. Kailkhura P. Bremer OOD 56 0 0 08 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 32 2 0 02 Jul 2022
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning John Nguyen Jianyu Wang Kshitiz Malik Maziar Sanjabi Michael G. Rabbat FedML AI4CE 29 21 0 30 Jun 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 39 146 0 29 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Muhammad Maaz Abdelrahman M. Shaker Hisham Cholakkal Salman Khan Syed Waqas Zamir Rao Muhammad Anwer Fahad Shahbaz Khan ViT 40 184 0 21 Jun 2022
Gray Learning from Non-IID Data with Out-of-distribution Samples Zhilin Zhao LongBing Cao Changbao Wang OOD OODD 45 1 0 19 Jun 2022
DECK: Model Hardening for Defending Pervasive Backdoors Guanhong Tao Yingqi Liu Shuyang Cheng Shengwei An Zhuo Zhang Qiuling Xu Guangyu Shen Xiangyu Zhang AAML 26 7 0 18 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Muhammad Shafique SSeg 26 20 0 17 Jun 2022
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound Ruilong Dan Yunxiang Li Yijie Wang Gangyong Jia Ruiquan Ge Juan Ye Qun Jin Yaqi Wang 36 8 0 17 Jun 2022
DORA: Exploring Outlier Representations in Deep Neural Networks Kirill Bykov Mayukh Deb Dennis Grinwald Klaus-Robert Muller Marina M.-C. Höhne 27 12 0 09 Jun 2022
Scene Aware Person Image Generation through Global Contextual Conditioning Prasun Roy Subhankar Ghosh Saumik Bhattacharya Umapada Pal Michael Blumenstein 3DH 49 5 0 06 Jun 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks Matteo Risso Alessio Burrello Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 20 3 0 01 Jun 2022
Exact Feature Collisions in Neural Networks Utku Ozbulak Manvel Gasparyan Shodhan Rao W. D. Neve Arnout Van Messem AAML 27 1 0 31 May 2022
Gator: Customizable Channel Pruning of Neural Networks with Gating E. Passov E. David N. Netanyahu AAML 45 0 0 30 May 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning Chengfei Lv Chaoyue Niu Renjie Gu Xiaotang Jiang Zhaode Wang ... Guohuan Xu Fei Wu Shaojie Tang Fan Wu Guihai Chen MoE LRM 13 38 0 30 May 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 27 118 0 29 May 2022
Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning S. Gulyanon W. Limprasert Pokpong Songmuang R. Kongkachandra SSL 11 1 0 28 May 2022
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