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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
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Prototype-based Personalized Pruning Jang-Hyun Kim Simyung Chang Sungrack Yun Nojun Kwak 62 4 0 25 Mar 2021
DNN Quantization with Attention G. B. Hacene Lukas Mauch Stefan Uhlich Fabien Cardinaux MQ 41 2 0 24 Mar 2021
ReCU: Reviving the Dead Weights in Binary Neural Networks Zihan Xu Mingbao Lin Jianzhuang Liu Jie Chen Ling Shao Yue Gao Yonghong Tian Rongrong Ji MQ 88 84 0 23 Mar 2021
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy Adnan Siraj Rakin Li Yang Jingtao Li Fan Yao C. Chakrabarti Yu Cao Jae-sun Seo Deliang Fan AAML MQ 73 27 0 22 Mar 2021
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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 100 40 0 20 Mar 2021
A Physics-Informed Neural Network Framework For Partial Differential Equations on 3D Surfaces: Time-Dependent Problems Z. Fang J. Zhan Xiu Yang AI4CE 47 4 0 19 Mar 2021
Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network James Diffenderfer B. Kailkhura MQ 99 76 0 17 Mar 2021
Training Dynamical Binary Neural Networks with Equilibrium Propagation Jérémie Laydevant M. Ernoult D. Querlioz Julie Grollier 88 16 0 16 Mar 2021
Learned Gradient Compression for Distributed Deep Learning L. Abrahamyan Yiming Chen Giannis Bekoulis Nikos Deligiannis 108 47 0 16 Mar 2021
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Manifold Regularized Dynamic Network Pruning Yehui Tang Yunhe Wang Yixing Xu Yiping Deng Chao Xu Dacheng Tao Chang Xu 83 94 0 10 Mar 2021
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A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations Zhenwang Qin Wensheng Wang K. Dammer Leifeng Guo Zhen Cao 70 5 0 06 Mar 2021
Pufferfish: Communication-efficient Models At No Extra Cost Hongyi Wang Saurabh Agarwal Dimitris Papailiopoulos 92 59 0 05 Mar 2021
Self-Distribution Binary Neural Networks Ping Xue Yang Lu Jingfei Chang Xing Wei Zhen Wei MQ 75 11 0 03 Mar 2021
An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks Shi Fan Liu Liying Ye Luo 63 6 0 03 Mar 2021
Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths Ximeng Sun Yikang Shen Chun-Fu Chen Naigang Wang Bowen Pan Bowen Pan Kailash Gopalakrishnan A. Oliva Rogerio Feris Kate Saenko MQ 83 4 0 02 Mar 2021
SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration Shurui Li W. Romaszkan A. Graening Puneet Gupta MQ 53 1 0 01 Mar 2021
Learning Frequency Domain Approximation for Binary Neural Networks Yixing Xu Kai Han Chang Xu Yehui Tang Chunjing Xu Yunhe Wang MQ 109 55 0 01 Mar 2021
Embedded Knowledge Distillation in Depth-Level Dynamic Neural Network Qi Zhao Shuchang Lyu Zhiwei Zhang Ting-Bing Xu Guangliang Cheng 69 2 0 01 Mar 2021
Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation Xiaoyang Qu Jianzong Wang Jing Xiao 73 14 0 23 Feb 2021
Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference B. Hawks Javier Mauricio Duarte Nicholas J. Fraser Alessandro Pappalardo N. Tran Yaman Umuroglu MQ 89 51 0 22 Feb 2021
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization Huanrui Yang Lin Duan Yiran Chen Hai Helen Li MQ 94 65 0 20 Feb 2021
Hard-Attention for Scalable Image Classification Athanasios Papadopoulos Pawel Korus N. Memon 125 25 0 20 Feb 2021
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration Zhiqiang Shen Zechun Liu Jie Qin Lei Huang Kwang-Ting Cheng Marios Savvides UQCV SSL MQ 307 22 0 17 Feb 2021
SiMaN: Sign-to-Magnitude Network Binarization Mingbao Lin Rongrong Ji Zi-Han Xu Baochang Zhang Yong Li Chia-Wen Lin Ling Shao AAML MQ 114 28 0 16 Feb 2021
Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent Ajaykrishna Karthikeyan Naman Jain Nagarajan Natarajan Prateek Jain MQ 52 13 0 15 Feb 2021
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation Chaofan Tao Rui Lin Quan Chen Zhaoyang Zhang Ping Luo Ngai Wong MQ 69 7 0 15 Feb 2021
Min-Max-Plus Neural Networks Ye Luo Shi Fan 76 3 0 12 Feb 2021
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch Aojun Zhou Yukun Ma Junnan Zhu Jianbo Liu Zhijie Zhang Kun Yuan Wenxiu Sun Hongsheng Li 250 250 0 08 Feb 2021
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices Nael Fasfous M. Vemparala Alexander Frickenstein Lukas Frickenstein W. Stechele CVBM 89 34 0 06 Feb 2021
Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms Rishabh Goyal Joaquin Vanschoren V. V. Acht S. Nijssen MQ 73 23 0 03 Feb 2021
Benchmarking Quantized Neural Networks on FPGAs with FINN Quentin Ducasse Pascal Cotret Loïc Lagadec Rob Stewart MQ 69 14 0 02 Feb 2021
Understanding Cache Boundness of ML Operators on ARM Processors Bernhard Klein Christoph Gratl Manfred Mücke Holger Fröning MQ 58 1 0 01 Feb 2021
Deep Model Compression based on the Training History S. H. Shabbeer Basha M. Farazuddin Viswanath Pulabaigari S. Dubey Snehasis Mukherjee VLM 83 18 0 30 Jan 2021
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators Hamzah Abdel-Aziz Ali Shafiee J. Shin A. Pedram Joseph Hassoun MQ 78 11 0 27 Jan 2021
AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence Yunhe Wang Mingqiang Huang Kai Han Hanting Chen Wei Zhang Chunjing Xu Dacheng Tao 107 36 0 25 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 271 714 0 24 Jan 2021
MinConvNets: A new class of multiplication-less Neural Networks Xuecan Yang S. Chaudhuri Laurence Likforman L. Naviner 34 0 0 23 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 117 364 0 22 Jan 2021
Sum-Rate-Distortion Function for Indirect Multiterminal Source Coding in Federated Learning Naifu Zhang M. Tao Jia Wang FedML 77 4 0 21 Jan 2021
Collaborative Teacher-Student Learning via Multiple Knowledge Transfer Liyuan Sun Jianping Gou Baosheng Yu Lan Du Dacheng Tao 109 12 0 21 Jan 2021
Generative Zero-shot Network Quantization Xiangyu He Qinghao Hu Peisong Wang Jian Cheng GAN MQ 116 23 0 21 Jan 2021