MoBiNet: A Mobile Binary Network for Image Classification

29 July 2019

Papers citing "MoBiNet: A Mobile Binary Network for Image Classification"

25 / 25 papers shown

Title
Histogram-Equalized Quantization for logic-gated Residual Neural Networks Van Thien Nguyen William Guicquero Gilles Sicard MQ 38 1 0 10 Jan 2025
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks Marina Neseem Conor McCullough Randy Hsin Chas Leichner Shan Li ... Andrew G. Howard Lukasz Lew Sherief Reda Ville Rautio Daniele Moro MQ 42 0 0 29 Mar 2024
Learning Accurate Performance Predictors for Ultrafast Automated Model Compression Ziwei Wang Jiwen Lu Han Xiao Shengyu Liu Jie Zhou OffRL 15 1 0 13 Apr 2023
Understanding weight-magnitude hyperparameters in training binary networks Joris Quist Yun-qiang Li J. C. V. Gemert MQ 24 0 0 04 Mar 2023
Pruning Very Deep Neural Network Channels for Efficient Inference Yihui He 19 1 0 14 Nov 2022
CTMQ: Cyclic Training of Convolutional Neural Networks with Multiple Quantization Steps Hyunjin Kim Jungwoon Shin Alberto A. Del Barrio MQ 21 1 0 26 Jun 2022
Elastic-Link for Binarized Neural Network Jie Hu Ziheng Wu Vince Tan Zhilin Lu Mengze Zeng Enhua Wu MQ 18 6 0 19 Dec 2021
PokeBNN: A Binary Pursuit of Lightweight Accuracy Yichi Zhang Zhiru Zhang Lukasz Lew MQ 33 57 0 30 Nov 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
A comprehensive review of Binary Neural Network Chunyu Yuan S. Agaian MQ 37 95 0 11 Oct 2021
How Do Adam and Training Strategies Help BNNs Optimization? Zechun Liu Zhiqiang Shen Shichao Li K. Helwegen Dong Huang Kwang-Ting Cheng ODL MQ 15 82 0 21 Jun 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 244 22 0 17 Feb 2021
Efficient CNN Building Blocks for Encrypted Data Nayna Jain Karthik Nandakumar N. Ratha Sharath Pankanti U. Kumar FedML 16 13 0 30 Jan 2021
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 6 36 0 18 Nov 2020
High-Capacity Expert Binary Networks Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 11 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 20 12 0 01 Oct 2020
Searching for Low-Bit Weights in Quantized Neural Networks Zhaohui Yang Yunhe Wang Kai Han Chunjing Xu Chao Xu Dacheng Tao Chang Xu MQ 4 82 0 18 Sep 2020
Distillation Guided Residual Learning for Binary Convolutional Neural Networks Jianming Ye Shiliang Zhang Jingdong Wang MQ 20 19 0 10 Jul 2020
Binarizing MobileNet via Evolution-based Searching Hai T. Phan Zechun Liu Dang T. Huynh Marios Savvides Kwang-Ting Cheng Zhiqiang Shen 3DV MQ 19 43 0 13 May 2020
Learning Architectures for Binary Networks Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 17 44 0 17 Feb 2020
Any-Precision Deep Neural Networks Haichao Yu Haoxiang Li Humphrey Shi Thomas S. Huang G. Hua MQ 13 63 0 17 Nov 2019
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks Yihui He Jianing Qian Jianren Wang Cindy X. Le Congrui Hetang Qi Lyu Wenping Wang Tianwei Yue 32 11 0 21 Oct 2019
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 311 1,047 0 10 Feb 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016