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XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

16 March 2016

Papers citing "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"

50 / 1,731 papers shown

Title
Ultra-compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors Francesco Daghero Chenhao Xie Daniele Jahier Pagliari Luca Bompani Marco Castellano Luca Gandolfi A. Calimera Enrico Macii Massimo Poncino BDL MQ 103 13 0 25 May 2022
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization Peng Hu Xi Peng Erik Cambria M. Aly Jie Lin MQ 113 62 0 23 May 2022
HyBNN and FedHyBNN: (Federated) Hybrid Binary Neural Networks Kinshuk Dua FedML MQ 74 0 0 19 May 2022
Fast matrix multiplication for binary and ternary CNNs on ARM CPU A. Trusov E. Limonova D. Nikolaev V. Arlazarov MQ 64 5 0 18 May 2022
Automating In-Network Machine Learning Changgang Zheng Mingyuan Zang Xinpeng Hong Riyad Bensoussane S. Vargaftik Y. Ben-Itzhak Noa Zilberman 71 41 0 18 May 2022
Binarizing by Classification: Is soft function really necessary? Yefei He Luoming Zhang Weijia Wu Hong Zhou MQ 139 3 0 16 May 2022
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification Babak Rokh A. Azarpeyvand Alireza Khanteymoori MQ 138 103 0 14 May 2022
Knowledge Distillation Meets Open-Set Semi-Supervised Learning Jing Yang Xiatian Zhu Adrian Bulat Brais Martínez Georgios Tzimiropoulos 95 10 0 13 May 2022
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer S. H. Shabbeer Basha Debapriya Tula Sravan Kumar Vinakota S. Dubey 68 3 0 12 May 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges Zhenghua Chen Min-man Wu Alvin Chan Xiaoli Li Yew-Soon Ong 74 7 0 08 May 2022
Arrhythmia Classifier using Binarized Convolutional Neural Network for Resource-Constrained Devices Ao Wang Wenxing Xu Hanshi Sun Ninghao Pu Zijing Liu Hao Liu 50 10 0 07 May 2022
Online Model Compression for Federated Learning with Large Models Tien-Ju Yang Yonghui Xiao Giovanni Motta F. Beaufays Rajiv Mathews Mingqing Chen FedML MQ 93 8 0 06 May 2022
Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration Yuhang Li Shi-Wee Deng Xin Dong Shi Gu 92 24 0 06 May 2022
Edge-PRUNE: Flexible Distributed Deep Learning Inference Jani Boutellier Bo Tan J. Nurmi 79 2 0 27 Apr 2022
Landing AI on Networks: An equipment vendor viewpoint on Autonomous Driving Networks Dario Rossi Liang Zhang 67 14 0 26 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 120 118 0 25 Apr 2022
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold Chang-Ho Lee Hyungjun Kim Eunhyeok Park Jae-Joon Kim MQ 94 10 0 15 Apr 2022
HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks Minh-Duong Nguyen Sangmin Lee Quoc-Viet Pham D. Hoang Diep N. Nguyen Won Joo Hwang 65 31 0 14 Apr 2022
ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks Xiaoxuan Lou Guowen Xu Kangjie Chen Guanlin Li Jiwei Li Tianwei Zhang OOD MQ 65 0 0 07 Apr 2022
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification Sharath Girish Kamal Gupta Saurabh Singh Abhinav Shrivastava 100 11 0 06 Apr 2022
Bimodal Distributed Binarized Neural Networks T. Rozen Moshe Kimhi Brian Chmiel A. Mendelson Chaim Baskin MQ 136 4 0 05 Apr 2022
Fault-Tolerant Deep Learning: A Hierarchical Perspective Cheng Liu Zhen Gao Siting Liu Xuefei Ning Huawei Li Xiaowei Li 81 11 0 05 Apr 2022
Soft Threshold Ternary Networks Weixiang Xu Xiangyu He Tianli Zhao Qinghao Hu Peisong Wang Jian Cheng MQ 79 7 0 04 Apr 2022
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher Kanghyun Choi Hye Yoon Lee Deokki Hong Joonsang Yu Noseong Park Youngsok Kim Jinho Lee MQ 124 33 0 31 Mar 2022
Task Adaptive Parameter Sharing for Multi-Task Learning Matthew Wallingford Hao Li Alessandro Achille Avinash Ravichandran Charless C. Fowlkes Rahul Bhotika Stefano Soatto MoMe 88 63 0 30 Mar 2022
Deformable Butterfly: A Highly Structured and Sparse Linear Transform R. Lin Jie Ran King Hung Chiu Grazinao Chesi Ngai Wong 59 15 0 25 Mar 2022
MKQ-BERT: Quantized BERT with 4-bits Weights and Activations Hanlin Tang Xipeng Zhang Kai Liu Jianchen Zhu Zhanhui Kang VLM MQ 63 15 0 25 Mar 2022
FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation Ahmad Shawahna S. M. Sait A. El-Maleh Irfan Ahmad MQ 78 7 0 22 Mar 2022
Online Continual Learning for Embedded Devices Tyler L. Hayes Christopher Kanan CLL 108 56 0 21 Mar 2022
Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation Runqi Wang Linlin Yang Baochang Zhang Wentao Zhu David Doermann Guodong Guo 52 1 0 17 Mar 2022
Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey Giorgos Armeniakos Georgios Zervakis Dimitrios Soudris J. Henkel 334 98 0 16 Mar 2022
Approximability and Generalisation A. J. Turner Ata Kabán 64 0 0 15 Mar 2022
FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block Floating Point Support Seock-Hwan Noh Jahyun Koo Seunghyun Lee Jongse Park Jaeha Kung AI4CE 80 18 0 13 Mar 2022
BiBERT: Accurate Fully Binarized BERT Haotong Qin Yifu Ding Mingyuan Zhang Qing Yan Aishan Liu Qingqing Dang Ziwei Liu Xianglong Liu MQ 82 97 0 12 Mar 2022
Recent Advances and New Frontiers in Spiking Neural Networks Duzhen Zhang Shuncheng Jia Qingyu Wang AAML AI4CE 118 23 0 12 Mar 2022
A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices Shijin Duan Xiaolin Xu Shaolei Ren 84 13 0 09 Mar 2022
Update Compression for Deep Neural Networks on the Edge Bo Chen A. Bakhshi Gustavo E. A. P. A. Batista Brian Ng Tat-Jun Chin 63 18 0 09 Mar 2022
Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks Mingliang Xu Mingbao Lin Xunchao Li Ke Li Chunjiang Ge Yong Li Yongjian Wu Rongrong Ji MQ 77 27 0 08 Mar 2022
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 82 13 0 08 Mar 2022
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 102 14 0 07 Mar 2022
Patch Similarity Aware Data-Free Quantization for Vision Transformers Zhikai Li Liping Ma Mengjuan Chen Junrui Xiao Qingyi Gu MQ ViT 117 47 0 04 Mar 2022
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment Yixin Chen Zhuotao Tian Pengguang Chen Shu Liu Jiaya Jia ObjD 28 1 0 02 Mar 2022
Arrhythmia Classifier Using Convolutional Neural Network with Adaptive Loss-aware Multi-bit Networks Quantization Hanshi Sun Ao Wang Ninghao Pu Zhiqing Li Jung Y. Huang Hao Liu Zhiyu Qi MQ 52 4 0 27 Feb 2022
Highly-Efficient Binary Neural Networks for Visual Place Recognition Bruno Ferrarini Michael Milford Klaus D. McDonald-Maier Shoaib Ehsan 66 7 0 24 Feb 2022
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization Jaehong Yoon Geondo Park Wonyong Jeong Sung Ju Hwang FedML 92 19 0 23 Feb 2022
Distilled Neural Networks for Efficient Learning to Rank F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini FedML 58 16 0 22 Feb 2022
Bit-wise Training of Neural Network Weights Cristian Ivan MQ 61 0 0 19 Feb 2022
End-to-End Training for Back-Translation with Categorical Reparameterization Trick DongNyeong Heo Heeyoul Choi 89 0 0 17 Feb 2022
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks Jiachen Zhong Junying Chen Ajmal Mian 46 63 0 15 Feb 2022
Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme Franyell Silfa J. Arnau Antonio González 46 1 0 14 Feb 2022