XNOR-Net++: Improved Binary Neural Networks

30 September 2019

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

50 / 108 papers shown

Title
Expanding-and-Shrinking Binary Neural Networks Xulong Shi Caiyi Sun Zhi Qi Liu Hao Xiaodong Yang MQ 54 0 0 31 Mar 2025
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models J. Zhao Miao Zhang M. Wang Yuzhang Shang Kaihao Zhang Weili Guan Yaowei Wang Min Zhang MQ 44 0 0 18 Feb 2025
1-Bit FQT: Pushing the Limit of Fully Quantized Training to 1-bit Chang Gao J. Chen Kang Zhao Jiaqi Wang Liping Jing MQ 35 2 0 26 Aug 2024
Neural Symbolic Logical Rule Learner for Interpretable Learning Bowen Wei Ziwei Zhu AI4CE 21 0 0 21 Aug 2024
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks Jingyang Xiang Zuohui Chen Siqi Li Qing Wu Yong-Jin Liu 26 1 0 07 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 29 8 0 03 Jul 2024
USM RNN-T model weights binarization Oleg Rybakov Dmitriy Serdyuk Chengjian Zheng MQ 26 0 0 05 Jun 2024
BiPer: Binary Neural Networks using a Periodic Function Edwin Vargas Claudia V. Correa Carlos Hinojosa Henry Arguello MQ 30 5 0 01 Apr 2024
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model Jihun Kim Dahyun Kim Hyungrok Jung Taeil Oh Jonghyun Choi MQ 47 0 0 30 Mar 2024
$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections Roy Miles Ismail Elezi Jiankang Deng 44 10 0 10 Mar 2024
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 26 3 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 Li Liu 30 21 0 01 Feb 2024
ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks Peng Zhao Jiehua Zhang Bowen Peng Longguang Wang Yingmei Wei Yu Liu Li Liu AAML 19 0 0 21 Dec 2023
PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-Off Sachit Kuhar Yash Jain Alexey Tumanov MQ 52 0 0 04 Dec 2023
Scale-Dropout: Estimating Uncertainty in Deep Neural Networks Using Stochastic Scale Soyed Tuhin Ahmed K. Danouchi Michael Hefenbrock G. Prenat L. Anghel M. Tahoori UQCV BDL 15 7 0 27 Nov 2023
Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients Maximilian Krahn Michele Sasdelli Fengyi Yang Vladislav Golyanik Juho Kannala Tat-Jun Chin Tolga Birdal MQ 67 2 0 23 Oct 2023
BitNet: Scaling 1-bit Transformers for Large Language Models Hongyu Wang Shuming Ma Li Dong Shaohan Huang Huaijie Wang Lingxiao Ma Fan Yang Ruiping Wang Yi Wu Furu Wei MQ 20 95 0 17 Oct 2023
Hamming Encoder: Mining Discriminative k-mers for Discrete Sequence Classification Junjie Dong Mudi Jiang Lianyu Hu Zengyou He 17 0 0 16 Oct 2023
QuantEase: Optimization-based Quantization for Language Models Kayhan Behdin Ayan Acharya Aman Gupta Qingquan Song Siyu Zhu S. Keerthi Rahul Mazumder MQ 22 19 0 05 Sep 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
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training Xiao-Ming Wu Dian Zheng Zuhao Liu Weishi Zheng MQ 34 16 0 13 Aug 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 30 3 0 27 Jun 2023
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers Junrui Xiao Zhikai Li Lianwei Yang Qingyi Gu MQ ViT 30 2 0 24 May 2023
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs Jou-An Chen Hsin-Hsuan Sung Xipeng Shen Sutanay Choudhury Ang Li GNN MQ 26 6 0 04 May 2023
Deep Convolutional Tables: Deep Learning without Convolutions S. Dekel Y. Keller Aharon Bar-Hillel 3DV 17 0 0 23 Apr 2023
Efficient Feature Description for Small Body Relative Navigation using Binary Convolutional Neural Networks Travis Driver Panagiotis Tsiotras 24 0 0 11 Apr 2023
Optimizing data-flow in Binary Neural Networks Lorenzo Vorabbi Davide Maltoni Stefano Santi MQ 9 5 0 03 Apr 2023
Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis Xiuwei Xu Ziwei Wang Jie Zhou Jiwen Lu 3DPC MQ 23 6 0 27 Mar 2023
MT-SNN: Enhance Spiking Neural Network with Multiple Thresholds Xiaoting Wang Yanxiang Zhang Yongzhen Zhang 28 5 0 20 Mar 2023
Understanding weight-magnitude hyperparameters in training binary networks Joris Quist Yun-qiang Li J. C. V. Gemert MQ 26 0 0 04 Mar 2023
BiBench: Benchmarking and Analyzing Network Binarization Haotong Qin Mingyuan Zhang Yifu Ding Aoyu Li Zhongang Cai Ziwei Liu F. I. F. Richard Yu Xianglong Liu MQ AAML 22 36 0 26 Jan 2023
Signed Binary Weight Networks Sachit Kuhar Alexey Tumanov Judy Hoffman MQ 11 1 0 25 Nov 2022
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket Nianhui Guo Joseph Bethge Christoph Meinel Haojin Yang MQ 24 19 0 23 Nov 2022
BiViT: Extremely Compressed Binary Vision Transformer Yefei He Zhenyu Lou Luoming Zhang Jing Liu Weijia Wu Hong Zhou Bohan Zhuang ViT MQ 18 28 0 14 Nov 2022
BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance Haotong Qin Xudong Ma Yifu Ding X. Li Yang Zhang Zejun Ma Jiakai Wang Jie Luo Xianglong Liu MQ 38 20 0 13 Nov 2022
Boosting Binary Neural Networks via Dynamic Thresholds Learning Jiehua Zhang Xueyang Zhang Z. Su Zitong Yu Yanghe Feng Xin Lu M. Pietikäinen Li Liu MQ 27 0 0 04 Nov 2022
IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks Ping Xue Yang Lu Jingfei Chang Xing Wei Zhen Wei MQ 67 0 0 06 Oct 2022
Convolutional Neural Networks Quantization with Attention Binyi Wu Bernd Waschneck Christian Mayr MQ 10 1 0 30 Sep 2022
E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow Zhiqiang Lang Chongxing Song Lei Zhang Wei Wei SupR MQ 32 4 0 14 Jul 2022
Lipschitz Continuity Retained Binary Neural Network Yuzhang Shang Dan Xu Bin Duan Ziliang Zong Liqiang Nie Yan Yan 11 19 0 13 Jul 2022
Network Binarization via Contrastive Learning Yuzhang Shang Dan Xu Ziliang Zong Liqiang Nie Yan Yan AAML MQ 20 21 0 06 Jul 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
How to train accurate BNNs for embedded systems? F. D. Putter Henk Corporaal MQ 16 6 0 24 Jun 2022
Searching Similarity Measure for Binarized Neural Networks Yanfei Li Ang Li Huimin Yu 26 0 0 05 Jun 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking Ilchae Jung Minji Kim Eunhyeok Park Bohyung Han 11 3 0 23 May 2022
HyBNN and FedHyBNN: (Federated) Hybrid Binary Neural Networks Kinshuk Dua FedML MQ 18 0 0 19 May 2022
Fast matrix multiplication for binary and ternary CNNs on ARM CPU A. Trusov E. Limonova D. Nikolaev V. Arlazarov MQ 20 5 0 18 May 2022
Binarizing by Classification: Is soft function really necessary? Yefei He Luoming Zhang Weijia Wu Hong Zhou MQ 18 3 0 16 May 2022
Knowledge Distillation Meets Open-Set Semi-Supervised Learning Jing Yang Xiatian Zhu Adrian Bulat Brais Martínez Georgios Tzimiropoulos 29 7 0 13 May 2022
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold Chang-Ho Lee Hyungjun Kim Eunhyeok Park Jae-Joon Kim MQ 22 9 0 15 Apr 2022