XNOR-Net++: Improved Binary Neural Networks

30 September 2019

Papers citing "XNOR-Net++: Improved Binary Neural Networks"

50 / 108 papers shown

Title
BiFSMN: Binary Neural Network for Keyword Spotting Haotong Qin Xunyuan Ma Yifu Ding X. Li Yang Zhang Yao Tian Zejun Ma Jie Luo Xianglong Liu MQ 23 11 0 14 Feb 2022
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space Arnav Chavan Zhiqiang Shen Zhuang Liu Zechun Liu Kwang-Ting Cheng Eric P. Xing ViT 25 70 0 03 Jan 2022
Elastic-Link for Binarized Neural Network Jie Hu Ziheng Wu Vince Tan Zhilin Lu Mengze Zeng Enhua Wu MQ 26 6 0 19 Dec 2021
Road Extraction from Overhead Images with Graph Neural Networks Gaétan Bahl Mehdi Bahri Florent Lafarge 16 5 0 09 Dec 2021
Equal Bits: Enforcing Equally Distributed Binary Network Weights Yun-qiang Li S. Pintea J. C. V. Gemert MQ 38 15 0 02 Dec 2021
PokeBNN: A Binary Pursuit of Lightweight Accuracy Yichi Zhang Zhiru Zhang Lukasz Lew MQ 33 57 0 30 Nov 2021
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation Zechun Liu Kwang-Ting Cheng Dong Huang Eric P. Xing Zhiqiang Shen MQ 25 102 0 29 Nov 2021
XnODR and XnIDR: Two Accurate and Fast Fully Connected Layers For Convolutional Neural Networks Jian-jun Sun A. P. Fard Mohammad H. Mahoor 3DPC 22 8 0 21 Nov 2021
Variability-Aware Training and Self-Tuning of Highly Quantized DNNs for Analog PIM Zihao Deng Michael Orshansky MQ 32 6 0 11 Nov 2021
Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks Yikai Wang Yi Yang Fuchun Sun Anbang Yao MQ 21 15 0 18 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 38 7 0 16 Oct 2021
Improving Binary Neural Networks through Fully Utilizing Latent Weights Weixiang Xu Qiang Chen Xiangyu He Peisong Wang Jian Cheng MQ 29 6 0 12 Oct 2021
A comprehensive review of Binary Neural Network Chunyu Yuan S. Agaian MQ 39 95 0 11 Oct 2021
Dynamic Binary Neural Network by learning channel-wise thresholds Jiehua Zhang Z. Su Yang Feng Xin Lu M. Pietikäinen Li Liu MQ 16 18 0 08 Oct 2021
PhiNets: a scalable backbone for low-power AI at the edge Francesco Paissan Alberto Ancilotto Elisabetta Farella 26 32 0 01 Oct 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Mingli Song Dacheng Tao 16 38 0 27 Sep 2021
Distribution-sensitive Information Retention for Accurate Binary Neural Network Haotong Qin Xiangguo Zhang Ruihao Gong Yifu Ding Yi Xu Xianglong Liu MQ 14 84 0 25 Sep 2021
Quantization Backdoors to Deep Learning Commercial Frameworks Hua Ma Huming Qiu Yansong Gao Zhi-Li Zhang A. Abuadbba Minhui Xue Anmin Fu Jiliang Zhang S. Al-Sarawi Derek Abbott MQ 30 19 0 20 Aug 2021
Quantum Annealing Formulation for Binary Neural Networks Michele Sasdelli Tat-Jun Chin MQ 13 16 0 05 Jul 2021
Exact Backpropagation in Binary Weighted Networks with Group Weight Transformations Yaniv Shulman MQ 13 1 0 03 Jul 2021
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things Huming Qiu Hua Ma Zhi-Li Zhang Yifeng Zheng Anmin Fu Pan Zhou Yansong Gao Derek Abbott S. Al-Sarawi MQ 11 9 0 09 May 2021
"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization Tianlong Chen Zhenyu (Allen) Zhang Xu Ouyang Zechun Liu Zhiqiang Shen Zhangyang Wang MQ 31 36 0 16 Apr 2021
Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer Phuoc Pham J. Abraham Jaeyong Chung MQ 33 11 0 01 Apr 2021
Bit-Mixer: Mixed-precision networks with runtime bit-width selection Adrian Bulat Georgios Tzimiropoulos MQ 13 27 0 31 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 19 81 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 18 25 0 22 Mar 2021
Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network James Diffenderfer B. Kailkhura MQ 25 75 0 17 Mar 2021
Training Dynamical Binary Neural Networks with Equilibrium Propagation Jérémie Laydevant M. Ernoult D. Querlioz Julie Grollier 13 16 0 16 Mar 2021
Self-Distribution Binary Neural Networks Ping Xue Yang Lu Jingfei Chang Xing Wei Zhen Wei MQ 19 10 0 03 Mar 2021
Learning Frequency Domain Approximation for Binary Neural Networks Yixing Xu Kai Han Chang Xu Yehui Tang Chunjing Xu Yunhe Wang MQ 14 54 0 01 Mar 2021
SiMaN: Sign-to-Magnitude Network Binarization Mingbao Lin Rongrong Ji Zi-Han Xu Baochang Zhang Fei Chao Chia-Wen Lin Ling Shao AAML MQ 16 25 0 16 Feb 2021
Binary Graph Neural Networks Mehdi Bahri Gaétan Bahl S. Zafeiriou GNN AI4CE 11 49 0 31 Dec 2020
YolactEdge: Real-time Instance Segmentation on the Edge Haotian Liu Rafael A. Rivera Soto Fanyi Xiao Yong Jae Lee ISeg SSeg 31 59 0 22 Dec 2020
Improving Accuracy of Binary Neural Networks using Unbalanced Activation Distribution Hyungjun Kim Jihoon Park Chang-Ho Lee Jae-Joon Kim MQ 4 30 0 02 Dec 2020
A Review of Recent Advances of Binary Neural Networks for Edge Computing Wenyu Zhao Teli Ma Xuan Gong Baochang Zhang David Doermann MQ 18 22 0 24 Nov 2020
BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures Tianchen Zhao Xuefei Ning Xiangsheng Shi Songyi Yang Shuang Liang Peng Lei Jianfei Chen Huazhong Yang Yu Wang MQ 15 7 0 21 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
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices Guangli Li Xiu Ma Xueying Wang Lei Liu Jingling Xue Xiaobing Feng 20 33 0 30 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 13 3 0 19 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 22 50 0 12 Oct 2020
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search Mingzhu Shen Feng Liang Ruihao Gong Yuhang Li Chuming Li Chen Lin F. Yu Junjie Yan Wanli Ouyang MQ 23 36 0 09 Oct 2020
High-Capacity Expert Binary Networks Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 18 57 0 07 Oct 2020
BCNN: A Binary CNN with All Matrix Ops Quantized to 1 Bit Precision A. Redfern Lijun Zhu Molly K. Newquist MQ 22 12 0 01 Oct 2020
Rotated Binary Neural Network Mingbao Lin Rongrong Ji Zi-Han Xu Baochang Zhang Yan Wang Yongjian Wu Feiyue Huang Chia-Wen Lin MQ 14 129 0 28 Sep 2020
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks Baozhou Zhu P. Hofstee Jinho Lee Zaid Al-Ars MQ 6 2 0 11 Sep 2020
Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU Mete Can Kaya Alperen Inci A. Temi̇zel MQ BDL 20 0 0 28 Jul 2020
WrapNet: Neural Net Inference with Ultra-Low-Resolution Arithmetic Renkun Ni Hong-Min Chu Oscar Castañeda Ping Yeh-Chiang Christoph Studer Tom Goldstein MQ 18 14 0 26 Jul 2020
Distillation Guided Residual Learning for Binary Convolutional Neural Networks Jianming Ye Shiliang Zhang Jingdong Wang MQ 25 19 0 10 Jul 2020
Convolutional neural networks compression with low rank and sparse tensor decompositions Pavel Kaloshin 24 1 0 11 Jun 2020
Binarizing MobileNet via Evolution-based Searching Hai T. Phan Zechun Liu Dang T. Huynh Marios Savvides Kwang-Ting Cheng Zhiqiang Shen 3DV MQ 24 43 0 13 May 2020