AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets

17 August 2022

Papers citing "AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets"

24 / 24 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
10K is Enough: An Ultra-Lightweight Binarized Network for Infrared Small-Target Detection Biqiao Xin Qianchen Mao Bingshu Wang Jiangbin Zheng Yong Zhao C. L. P. Chen MQ 59 0 0 04 Mar 2025
Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding Jingming Xia Guanqun Cao Guang Ma Yiben Luo Qinzhao Li John Oyekan MDE 52 0 0 01 Feb 2025
Efficiera Residual Networks: Hardware-Friendly Fully Binary Weight with 2-bit Activation Model Achieves Practical ImageNet Accuracy Shuntaro Takahashi Takuya Wakisaka Hiroyuki Tokunaga MQ 16 0 0 15 Oct 2024
CycleBNN: Cyclic Precision Training in Binary Neural Networks Federico Fontana Romeo Lanzino Anxhelo Diko G. Foresti Luigi Cinque MQ 29 0 0 28 Sep 2024
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks Jingyang Xiang Zuohui Chen Siqi Li Qing Wu Yong-Jin Liu 18 1 0 07 Jul 2024
Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks Lanzino Romeo Fontana Federico Diko Anxhelo Marini Marco Raoul Cinque Luigi 26 13 0 07 Jun 2024
BOLD: Boolean Logic Deep Learning Van Minh Nguyen Cristian Ocampo Aymen Askri Louis Leconte Ba-Hien Tran AI4CE 24 0 0 25 May 2024
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers Yiwei Lu Yaoliang Yu Xinlin Li Vahid Partovi Nia MQ 22 3 0 27 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 10 0 0 15 Feb 2024
Hamming Encoder: Mining Discriminative k-mers for Discrete Sequence Classification Junjie Dong Mudi Jiang Lianyu Hu Zengyou He 9 0 0 16 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 24 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 26 16 0 13 Aug 2023
Compacting Binary Neural Networks by Sparse Kernel Selection Yikai Wang Wen-bing Huang Yinpeng Dong Fuchun Sun Anbang Yao MQ 23 4 0 25 Mar 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 12 8 0 29 Dec 2022
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket Nianhui Guo Joseph Bethge Christoph Meinel Haojin Yang MQ 16 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 15 28 0 14 Nov 2022
AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks Louis Leconte S. Schechtman Eric Moulines 16 4 0 07 Nov 2022
Binarizing by Classification: Is soft function really necessary? Yefei He Luoming Zhang Weijia Wu Hong Zhou MQ 18 3 0 16 May 2022
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold Chang-Ho Lee Hyungjun Kim Eunhyeok Park Jae-Joon Kim MQ 12 9 0 15 Apr 2022
A comprehensive review of Binary Neural Network Chunyu Yuan S. Agaian MQ 37 94 0 11 Oct 2021
BiDet: An Efficient Binarized Object Detector Ziwei Wang Ziyi Wu Jiwen Lu Jie Zhou MQ 44 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 117 321 0 24 Sep 2019
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016