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
MetaV: A Meta-Verifier Approach to Task-Agnostic Model Fingerprinting Xudong Pan Yifan Yan Mi Zhang Min Yang 27 23 0 19 Jan 2022
SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash 21 19 0 13 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 19 102 0 10 Jan 2022
A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges Anu Jagannath Jithin Jagannath P. Kumar 31 133 0 03 Jan 2022
Turath-150K: Image Database of Arab Heritage Dani Kiyasseh Rasheed el-Bouri 24 0 0 01 Jan 2022
A Multi-channel Training Method Boost the Performance Yingdong Hu 19 1 0 27 Dec 2021
Learning Robust and Lightweight Model through Separable Structured Transformations Xian Wei Yanhui Huang Yang Xu Mingsong Chen Hai Lan Yuanxiang Li Zhongfeng Wang Xuan Tang OOD 24 0 0 27 Dec 2021
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 34 24 0 21 Dec 2021
Cross-Modal Transferable Adversarial Attacks from Images to Videos Zhipeng Wei Jingjing Chen Zuxuan Wu Yu-Gang Jiang AAML 26 38 0 10 Dec 2021
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng Jiacong Hu Sai Wu Xiaotian Yu Mingli Song Xiuming Zhang 45 13 0 09 Dec 2021
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 38 27 0 06 Dec 2021
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition Junhao Xu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng MQ 30 13 0 29 Nov 2021
Mixed Precision of Quantization of Transformer Language Models for Speech Recognition Junhao Xu Shoukang Hu Jianwei Yu Xunying Liu Helen M. Meng MQ 40 15 0 29 Nov 2021
PolyViT: Co-training Vision Transformers on Images, Videos and Audio Valerii Likhosherstov Anurag Arnab K. Choromanski Mario Lucic Yi Tay Adrian Weller Mostafa Dehghani ViT 35 73 0 25 Nov 2021
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 26 0 0 19 Nov 2021
Image-based monitoring of bolt loosening through deep-learning-based integrated detection and tracking Xiao Pan Tony T. Y. Yang 19 50 0 16 Nov 2021
$Frequency learning for structured CNN filters with Gaussian fractional derivatives$ Frequency learning for structured CNN filters with Gaussian fractional derivatives Nikhil Saldanha S. Pintea Jan van Gemert Nergis Tomen 30 8 0 12 Nov 2021
A methodology for training homomorphicencryption friendly neural networks Moran Baruch Nir Drucker L. Greenberg Guy Moshkowich 23 14 0 05 Nov 2021
CryptoNite: Revealing the Pitfalls of End-to-End Private Inference at Scale Karthik Garimella N. Jha Zahra Ghodsi S. Garg Brandon Reagen 33 3 0 04 Nov 2021
Learned Image Compression for Machine Perception Felipe Codevilla Jean-Gabriel Simard Ross Goroshin C. Pal 27 20 0 03 Nov 2021
SmartSplit: Latency-Energy-Memory Optimisation for CNN Splitting on Smartphone Environment I. Prakash Aniruddh Bansal Rohit Verma R. Shorey 27 8 0 01 Nov 2021
Computational Intelligence and Deep Learning for Next-Generation Edge-Enabled Industrial IoT Shunpu Tang Lunyuan Chen Junjuan Xia Lisheng Fan A. Nallanathan 38 103 0 28 Oct 2021
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks Hassan Dbouk Naresh R Shanbhag AAML 21 7 0 28 Oct 2021
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 16 32 0 27 Oct 2021
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Rongrong Ji Xudong Mao Rongrong Ji 23 35 0 27 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 27 34 0 26 Oct 2021
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks Xiwei Xuan Xiaoyu Zhang Oh-Hyun Kwon K. Ma HAI 16 17 0 25 Oct 2021
Self-Supervised Visual Representation Learning Using Lightweight Architectures Prathamesh Sonawane Sparsh Drolia Saqib Nizam Shamsi Bhargav Jain SSL 17 1 0 21 Oct 2021
Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks Tolga Ergen Mert Pilanci 32 16 0 18 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 46 7 0 16 Oct 2021
Differentiable Network Pruning for Microcontrollers Edgar Liberis Nicholas D. Lane 22 18 0 15 Oct 2021
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 27 11 0 14 Oct 2021
A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification Feras Albardi H. M. D. Kabir Mahbubul I Bhuiyan P. Kebria Abbas Khosravi S. Nahavandi 43 20 0 14 Oct 2021
Parallel Deep Neural Networks Have Zero Duality Gap Yifei Wang Tolga Ergen Mert Pilanci 79 10 0 13 Oct 2021
Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs Tolga Ergen Mert Pilanci OffRL MLT 32 33 0 11 Oct 2021
Towards Streaming Egocentric Action Anticipation Antonino Furnari G. Farinella EgoV 33 6 0 11 Oct 2021
QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks Jun Qi Chao-Han Huck Yang Pin-Yu Chen 29 45 0 06 Oct 2021
Use of Deterministic Transforms to Design Weight Matrices of a Neural Network Pol Grau Jurado Xinyue Liang Alireza M. Javid S. Chatterjee 24 0 0 06 Oct 2021
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition Oishee Bintey Hoque Mohammad Imrul Jubair A. Akash Md. Saiful Islam 29 11 0 02 Oct 2021
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition Marawan Gamal Abdel Hameed Marzieh S. Tahaei A. Mosleh V. Nia 47 25 0 29 Sep 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 25 82 0 29 Sep 2021
Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach A. Safa Tim Verbelen I. Ocket A. Bourdoux F. Catthoor Georges G. E. Gielen 40 14 0 28 Sep 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Jackson Wang Song Han 40 64 0 27 Sep 2021
Remaining useful life prediction with uncertainty quantification: development of a highly accurate model for rotating machinery Zhaoyi Xu Yanjie Guo J. Saleh 24 1 0 23 Sep 2021
Exploring Machine Teaching with Children Utkarsh Dwivedi Jaina Gandhi R. Parikh Merijke Coenraad Elizabeth M. Bonsignore Hernisa Kacorri LRM 40 24 0 23 Sep 2021
Evolving Architectures with Gradient Misalignment toward Low Adversarial Transferability K. Operiano W. Pora H. Iba Hiroshi Kera AAML 29 1 0 13 Sep 2021
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 51 13 0 09 Sep 2021
Training Meta-Surrogate Model for Transferable Adversarial Attack Yunxiao Qin Yuanhao Xiong Jinfeng Yi Cho-Jui Hsieh AAML 20 18 0 05 Sep 2021
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification Firoj Alam Tanvirul Alam Md. Arid Hasan A. Hasnat Muhammad Imran Ferda Ofli VLM 30 51 0 29 Aug 2021
New Pruning Method Based on DenseNet Network for Image Classification Ruikang Ju Ting-Yu Lin Jen-Shiun Chiang 48 5 0 28 Aug 2021