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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
PAMS: Quantized Super-Resolution via Parameterized Max Scale Huixia Li Chenqian Yan Shaohui Lin Xiawu Zheng Yuchao Li Baochang Zhang Fan Yang Rongrong Ji MQ 76 86 0 09 Nov 2020
ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers Linghao Song Fan Chen Xuehai Qian Hai Li Yiran Chen 62 6 0 06 Nov 2020
Generalized Negative Correlation Learning for Deep Ensembling Sebastian Buschjäger Lukas Pfahler K. Morik FedML BDL UQCV 79 17 0 05 Nov 2020
An SMT-Based Approach for Verifying Binarized Neural Networks Guy Amir Haoze Wu Clark W. Barrett Guy Katz 75 60 0 05 Nov 2020
Binary Neural Network Aided CSI Feedback in Massive MIMO System Zhilin Lu Jintao Wang Jian Song 36 32 0 05 Nov 2020
Analytical aspects of non-differentiable neural networks G. P. Leonardi Matteo Spallanzani 51 1 0 03 Nov 2020
Sparsity-Control Ternary Weight Networks Xiang Deng Zhongfei Zhang MQ 71 8 0 01 Nov 2020
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 82 131 0 31 Oct 2020
A Greedy Algorithm for Quantizing Neural Networks Eric Lybrand Rayan Saab MQ 91 28 0 29 Oct 2020
Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks Julieta Martinez Jashan Shewakramani Ting Liu Ioan Andrei Bârsan Wenyuan Zeng R. Urtasun MQ 96 31 0 29 Oct 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets Kai Han Yunhe Wang Qiulin Zhang Wei Zhang Chunjing Xu Tong Zhang 96 89 0 28 Oct 2020
A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Jianfei Chen Yujie Gai Z. Yao Michael W. Mahoney Joseph E. Gonzalez MQ 78 59 0 27 Oct 2020
Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints Ayan Chakrabarti Roch Guérin Chenyang Lu Jiangnan Liu 57 16 0 26 Oct 2020
Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks Thomas Bird F. Kingma David Barber SyDa MQ AI4CE 152 9 0 26 Oct 2020
A Distributed Training Algorithm of Generative Adversarial Networks with Quantized Gradients Xiaojun Chen Shu Yang Liyan Shen Xuanrong Pang 53 4 0 26 Oct 2020
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-based Systems S. Nambi Salim Ullah Aditya Lohana Siva Satyendra Sahoo Farhad Merchant Akash Kumar 73 11 0 24 Oct 2020
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks John Brennan Stephen Bonner Amir Atapour-Abarghouei Philip T. G. Jackson B. Obara A. Mcgough GNN 58 3 0 23 Oct 2020
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks Wolfgang Roth Günther Schindler Holger Fröning Franz Pernkopf BDL MQ 35 0 0 22 Oct 2020
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles Ran Xu Chen-Da Liu-Zhang Pengcheng Wang Jayoung Lee Subrata Mitra Somali Chaterji Yin Li S. Bagchi 74 61 0 21 Oct 2020
Robustness-aware 2-bit quantization with real-time performance for neural network Xiaobin Li Hongxu Jiang Shuangxi Huang Fangzheng Tian MQ 61 1 0 19 Oct 2020
Learning by Competition of Self-Interested Reinforcement Learning Agents Stephen Chung 92 5 0 19 Oct 2020
FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond Z. Su Linpu Fang Deke Guo Duwen Hu M. Pietikäinen Li Liu MQ 81 3 0 19 Oct 2020
EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations Erwann Martin M. Ernoult Jérémie Laydevant Shuai-shuai Li D. Querlioz Teodora Petrisor Julie Grollier 88 52 0 15 Oct 2020
Bi-GCN: Binary Graph Convolutional Network Junfu Wang Yunhong Wang Zhen Yang Liang Yang Yuanfang Guo GNN 70 58 0 15 Oct 2020
Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer Chen Zhu Zheng Xu Ali Shafahi Manli Shu Amin Ghiasi Tom Goldstein MQ 71 3 0 14 Oct 2020
A Very Compact Embedded CNN Processor Design Based on Logarithmic Computing Tsung-Ying Lu Hsu-Hsun Chin Hsin-I Wu R. Tsay MQ 58 2 0 13 Oct 2020
Coarse and fine-grained automatic cropping deep convolutional neural network Jingfei Chang 45 0 0 13 Oct 2020
BiPointNet: Binary Neural Network for Point Clouds Haotong Qin Zhongang Cai Mingyuan Zhang Yifu Ding Haiyu Zhao Shuai Yi Xianglong Liu Hao Su 3DPC 116 50 0 12 Oct 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification Yulin Wang Kangchen Lv Rui Huang Shiji Song Le Yang Gao Huang 3DH 75 151 0 11 Oct 2020
Maximin Optimization for Binary Regression Nisan Chiprut Amir Globerson A. Wiesel MQ 49 0 0 10 Oct 2020
Training Binary Neural Networks through Learning with Noisy Supervision Kai Han Yunhe Wang Yixing Xu Chunjing Xu Enhua Wu Chang Xu MQ 66 57 0 10 Oct 2020
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer Mahdi Ghorbani Fahimeh Fooladgar S. Kasaei AAML 55 0 0 09 Oct 2020
High-Capacity Expert Binary Networks Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 98 59 0 07 Oct 2020
Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters Weichao Lan Liang Lan MQ 61 8 0 06 Oct 2020
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients Zijian Lei Liang Lan MQ 34 1 0 06 Oct 2020
Joint Pruning & Quantization for Extremely Sparse Neural Networks Po-Hsiang Yu Sih-Sian Wu Jan P. Klopp Liang-Gee Chen Shao-Yi Chien MQ 92 16 0 05 Oct 2020
AE-Netv2: Optimization of Image Fusion Efficiency and Network Architecture Aiqing Fang Xinbo Zhao Jiaqi Yang Beibei Qin Yanning Zhang 52 0 0 05 Oct 2020
UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration Jingfei Chang Yang Lu Ping Xue Xing Wei Zhen Wei 50 2 0 03 Oct 2020
GECKO: Reconciling Privacy, Accuracy and Efficiency in Embedded Deep Learning Vasisht Duddu A. Boutet Virat Shejwalkar GNN 76 4 0 02 Oct 2020
Online Knowledge Distillation via Multi-branch Diversity Enhancement Zheng Li Ying Huang Defang Chen Tianren Luo Ning Cai Zhigeng Pan 78 28 0 02 Oct 2020
Binary Neural Networks for Memory-Efficient and Effective Visual Place Recognition in Changing Environments Bruno Ferrarini Michael Milford Klaus D. McDonald-Maier Shoaib Ehsan MQ 57 25 0 01 Oct 2020
BCNN: A Binary CNN with All Matrix Ops Quantized to 1 Bit Precision A. Redfern Lijun Zhu Molly K. Newquist MQ 187 12 0 01 Oct 2020
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks Yoonho Boo Sungho Shin Jungwook Choi Wonyong Sung MQ 83 30 0 30 Sep 2020
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 64 22 0 29 Sep 2020
BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model Junjie Liu Dongchao Wen Deyu Wang Wei Tao Tse-Wei Chen Kinya Osa Masami Kato MQ 61 1 0 29 Sep 2020
Grow-Push-Prune: aligning deep discriminants for effective structural network compression Qing Tian Tal Arbel James J. Clark 48 8 0 29 Sep 2020
NITI: Training Integer Neural Networks Using Integer-only Arithmetic Maolin Wang Seyedramin Rasoulinezhad Philip H. W. Leong Hayden Kwok-Hay So MQ 61 41 0 28 Sep 2020
Rotated Binary Neural Network Mingbao Lin Rongrong Ji Zi-Han Xu Baochang Zhang Yan Wang Yongjian Wu Feiyue Huang Chia-Wen Lin MQ 126 133 0 28 Sep 2020
Kernel Based Progressive Distillation for Adder Neural Networks Yixing Xu Chang Xu Xinghao Chen Wei Zhang Chunjing Xu Yunhe Wang 96 47 0 28 Sep 2020
On Efficient Constructions of Checkpoints Yu Chen Zhenming Liu Bin Ren Xin Jin OffRL 69 15 0 28 Sep 2020