Sub-bit Neural Networks: Learning to Compress and Accelerate Binary
Neural Networks

Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks

18 October 2021

Papers citing "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"

13 / 13 papers shown

Title
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs Peijie Dong Lujun Li Dayou Du Yuhan Chen Zhenheng Tang ... Wei Xue Wenhan Luo Qi-fei Liu Yi-Ting Guo Xiaowen Chu MQ 45 4 0 03 Aug 2024
Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors Matt Gorbett Hossein Shirazi Indrakshi Ray MQ 38 0 0 16 Jul 2024
Taming Binarized Neural Networks and Mixed-Integer Programs Johannes Aspman Georgios Korpas Jakub Marecek AI4CE 8 7 0 05 Oct 2023
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree Quang Hieu Vo Linh-Tam Tran Sung-Ho Bae Lokwon Kim Choong Seon Hong MQ 32 1 0 26 Aug 2023
Binary domain generalization for sparsifying binary neural networks Riccardo Schiavone Francesco Galati Maria A. Zuluaga MQ 19 0 0 23 Jun 2023
Compacting Binary Neural Networks by Sparse Kernel Selection Yikai Wang Wen-bing Huang Yinpeng Dong Fuchun Sun Anbang Yao MQ 25 4 0 25 Mar 2023
How to train accurate BNNs for embedded systems? F. D. Putter Henk Corporaal MQ 11 6 0 24 Jun 2022
A comprehensive review of Binary Neural Network Chunyu Yuan S. Agaian MQ 37 94 0 11 Oct 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
BiDet: An Efficient Binarized Object Detector Ziwei Wang Ziyi Wu Jiwen Lu Jie Zhou MQ 49 64 0 09 Mar 2020
Forward and Backward Information Retention for Accurate Binary Neural Networks Haotong Qin Ruihao Gong Xianglong Liu Mingzhu Shen Ziran Wei F. Yu Jingkuan Song MQ 117 324 0 24 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,549 0 17 Apr 2017
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