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
Dynamic Domain Adaptation for Efficient Inference Shuang Li Jinming Zhang Wen-hui Ma Chi Harold Liu Wei Li 19 12 0 26 Mar 2021
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen 58 35 0 25 Mar 2021
Contrastive Reasoning in Neural Networks Mohit Prabhushankar Ghassan AlRegib 17 10 0 23 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 21 38 0 20 Mar 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 20 60 0 19 Mar 2021
Learning Long-Term Style-Preserving Blind Video Temporal Consistency Hugo Thimonier J. Despois Robin Kips M. Perrot 34 10 0 12 Mar 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 34 144 0 10 Mar 2021
RL-CSDia: Representation Learning of Computer Science Diagrams Shaowei Wang LingLing Zhang Xuan Luo Yi Yang Xin Hu Jun Liu 3DV 20 2 0 10 Mar 2021
unzipFPGA: Enhancing FPGA-based CNN Engines with On-the-Fly Weights Generation Stylianos I. Venieris Javier Fernandez-Marques Nicholas D. Lane 24 11 0 09 Mar 2021
Anycost GANs for Interactive Image Synthesis and Editing Ji Lin Richard Y. Zhang F. Ganz Song Han Jun-Yan Zhu 44 83 0 04 Mar 2021
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings Lili Chen Kimin Lee A. Srinivas Pieter Abbeel OffRL 24 11 0 04 Mar 2021
Mitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 27 29 0 01 Mar 2021
Comparative evaluation of CNN architectures for Image Caption Generation Sulabh Katiyar S. Borgohain 19 24 0 23 Feb 2021
Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs Masuda A. Tonima F. Esfahani Austin N. DeHart Youmin Zhang 22 3 0 22 Feb 2021
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing Md. Kamrul Hasan Md. Tasnim Jawad Kazi N. Hasan Sajal Basak Partha Md. Masum Al Masba Shumit Saha 29 21 0 11 Feb 2021
Searching for Fast Model Families on Datacenter Accelerators Sheng Li Mingxing Tan Ruoming Pang Andrew Li Liqun Cheng Quoc V. Le N. Jouppi 39 34 0 10 Feb 2021
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 158 241 0 08 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 481 0 08 Feb 2021
Fusion of neural networks, for LIDAR-based evidential road mapping Edouard Capellier Franck Davoine V. Berge-Cherfaoui You Li 34 2 0 05 Feb 2021
A Unified Light Framework for Real-time Fault Detection of Freight Train Images Yang Zhang Moyun Liu Yang Yang Yanwen Guo Huiming Zhang 169 22 0 31 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 150 678 0 24 Jan 2021
Clairvoyant Prefetching for Distributed Machine Learning I/O Nikoli Dryden Roman Böhringer Tal Ben-Nun Torsten Hoefler 36 57 0 21 Jan 2021
Attention-Guided Black-box Adversarial Attacks with Large-Scale Multiobjective Evolutionary Optimization Jie Wang Z. Yin Jing Jiang Yang Du AAML 44 8 0 19 Jan 2021
Two-stage CNN-based wood log recognition Georg Wimmer R. Schraml H. Hofbauer A. Petutschnigg A. Uhl 6 20 0 12 Jan 2021
Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices G. Cerutti Renzo Andri Lukas Cavigelli Michele Magno Elisabetta Farella Luca Benini MQ 21 37 0 12 Jan 2021
Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps Yujin Huang Han Hu Chunyang Chen AAML FedML 79 33 0 12 Jan 2021
Colorectal Polyp Detection in Real-world Scenario: Design and Experiment Study Xinzi Sun Dechun Wang Chenxi Zhang Pengfei Zhang Zinan Xiong Yu Cao Benyuan Liu Xiaowei Liu Shuijiao Chen 27 11 0 11 Jan 2021
Equality Saturation for Tensor Graph Superoptimization Yichen Yang Mangpo Phitchaya Phothilimtha Y. Wang Max Willsey Sudip Roy Jacques Pienaar 38 81 0 05 Jan 2021
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 107 345 0 05 Jan 2021
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs Xiaoyang Zhang Junmin Xiao Guangming Tan 8 8 0 31 Dec 2020
Action Recognition with Kernel-based Graph Convolutional Networks H. Sahbi GNN 29 1 0 28 Dec 2020
StainNet: a fast and robust stain normalization network Hongtao Kang Die Luo Weihua Feng Junbo Hu Shaoqun Zeng Tingwei Quan Xiuli Liu OOD MedIm 27 79 0 23 Dec 2020
Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net Wenjie Luo Binh Yang R. Urtasun 3DPC 26 617 0 22 Dec 2020
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 59 140 0 21 Dec 2020
Fusing CNNs and statistical indicators to improve image classification Javier Huertas-Tato Alejandro Martín Julián Fierrez David Camacho 22 37 0 20 Dec 2020
StarcNet: Machine Learning for Star Cluster Identification Gustavo Pérez M. Messa D. Calzetti Subhransu Maji D. Jung A. Adamo Mattia Siressi 13 11 0 16 Dec 2020
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study Paolo Soda N. DÁmico J. Tessadori G. Valbusa V. Guarrasi ... Alessio Del Bue F. Tedoldi Marco Alì Diego Sona S. Papa 24 74 0 11 Dec 2020
Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition Ying Zhou Xuefeng Liang Yu Gu Yifei Yin Longshan Yao 31 31 0 10 Dec 2020
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning A. Inci Mehmet Meric Isgenc Diana Marculescu 32 20 0 08 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dr. Saddam Hussain Khan A. Sohail Asifullah Khan 32 63 0 08 Dec 2020
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence Wiebke Toussaint Aaron Yi Ding 35 11 0 01 Dec 2020
A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints P. Mohan A. Paul Abhay Chirania CVBM 24 48 0 30 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 52 116 0 25 Nov 2020
Online Domain Adaptation for Continuous Cross-Subject Liver Viability Evaluation Based on Irregular Thermal Data Sahand Hajifar Hongyue Sun 18 7 0 24 Nov 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 30 25 0 24 Nov 2020
Industrial object, machine part and defect recognition towards fully automated industrial monitoring employing deep learning. The case of multilevel VGG19 Ioannis D. Apostolopoulos Mpesiana A. Tzani 22 30 0 23 Nov 2020
Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks T. Bannink Arash Bakhtiari Adam Hillier Lukas Geiger T. D. Bruin Leon Overweel J. Neeven K. Helwegen 3DV MQ 13 36 0 18 Nov 2020
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response Firoj Alam Ferda Ofli Muhammad Imran Tanvirul Alam U. Qazi VLM 22 53 0 17 Nov 2020
Dirichlet Pruning for Neural Network Compression Kamil Adamczewski Mijung Park 27 3 0 10 Nov 2020
Multi-pooled Inception features for no-reference image quality assessment D. Varga 27 41 0 10 Nov 2020