Equal Bits: Enforcing Equally Distributed Binary Network Weights

v1v2 (latest)

Equal Bits: Enforcing Equally Distributed Binary Network Weights

2 December 2021

ArXiv (abs)PDF HTML

Papers citing "Equal Bits: Enforcing Equally Distributed Binary Network Weights"

10 / 10 papers shown

Title
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network Ruichen Ma G. Qiao Yián Liu L. Meng N. Ning Yang Liu Shaogang Hu AAML MQ 209 4 0 06 Mar 2024
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning Z. Su Jiehua Zhang Longguang Wang Hua Zhang Zhen Liu M. Pietikäinen Tianpeng Liu 248 39 0 01 Feb 2024
Neural Network Compression using Binarization and Few Full-Precision WeightsInformation Sciences (Inf. Sci.), 2023 F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini MQ 232 1 0 15 Jun 2023
Understanding weight-magnitude hyperparameters in training binary networksInternational Conference on Learning Representations (ICLR), 2023 Joris Quist Yun-qiang Li Jan van Gemert MQ 201 0 0 04 Mar 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer PerceptronsNeural Information Processing Systems (NeurIPS), 2022 Yixing Xu Xinghao Chen Yunhe Wang MQ 157 8 0 29 Dec 2022
Pruning by Active Attention Manipulation Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu 139 0 0 20 Oct 2022
How to train accurate BNNs for embedded systems? F. D. Putter Henk Corporaal MQ 166 6 0 24 Jun 2022
End-to-End Sensitivity-Based Filter Pruning Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu AAML 118 2 0 15 Apr 2022
A comprehensive review of Binary Neural NetworkArtificial Intelligence Review (AIR), 2021 Chunyu Yuan S. Agaian MQ 314 121 0 11 Oct 2021
ReActNet: Towards Precise Binary Neural Network with Generalized Activation FunctionsEuropean Conference on Computer Vision (ECCV), 2020 Zechun Liu Zhiqiang Shen Marios Savvides Kwang-Ting Cheng MQ 546 390 0 07 Mar 2020