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AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets
European Conference on Computer Vision (ECCV), 2022
17 August 2022
Zhaopeng Tu
Xinghao Chen
Pengju Ren
Yunhe Wang
MQ
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Papers citing
"AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets"
29 / 29 papers shown
BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training
Luca Colombo
Fabrizio Pittorino
Daniele Zambon
Carlo Baldassi
M. Roveri
Cesare Alippi
MQ
AAML
466
0
0
03 Dec 2025
Outlier-Aware Post-Training Quantization for Image Super-Resolution
Hailing Wang
Jianglin Lu
Yitian Zhang
Y. Fu
MQ
226
2
0
01 Nov 2025
Improving the Straight-Through Estimator with Zeroth-Order Information
Ningfeng Yang
Tor M. Aamodt
FedML
325
1
0
27 Oct 2025
Vanishing Contributions: A Unified Approach to Smoothly Transition Neural Models into Compressed Form
Lorenzo Nikiforos
Charalampos Antoniadis
Luciano Prono
F. Pareschi
R. Rovatti
Gianluca Setti
160
0
0
09 Oct 2025
Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025
Wenyong Zhou
Zhengwu Liu
Yuan Ren
Ngai Wong
MQ
160
0
0
29 Aug 2025
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
Qingyan Meng
Mingqing Xiao
Zhengyu Ma
Huihui Zhou
Yonghong Tian
Zhouchen Lin
MQ
216
0
0
18 Aug 2025
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models
Zhijun Tu
Hanting Chen
Siqi Liu
Chuanjian Liu
Jian Li
Jie Hu
Yunhe Wang
MQ
178
0
0
09 Aug 2025
Expanding-and-Shrinking Binary Neural Networks
Xulong Shi
Caiyi Sun
Zhi Qi
Liu Hao
Xiaodong Yang
MQ
454
1
0
31 Mar 2025
10K is Enough: An Ultra-Lightweight Binarized Network for Infrared Small-Target Detection
Biqiao Xin
Qianchen Mao
Yabo Wu
Jiangbin Zheng
Yong Zhao
C. L. P. Chen
MQ
406
1
0
04 Mar 2025
Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding
Towards Autonomous Robotic Systems (TAROS), 2025
Jingming Xia
Guanqun Cao
Guang Ma
Yiben Luo
Qinzhao Li
John Oyekan
MDE
366
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
277
0
0
15 Oct 2024
CycleBNN: Cyclic Precision Training in Binary Neural Networks
Federico Fontana
Romeo Lanzino
Anxhelo Diko
G. Foresti
Luigi Cinque
MQ
441
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
337
6
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
345
54
0
07 Jun 2024
BOLD: Boolean Logic Deep Learning
Van Minh Nguyen
Cristian Ocampo
Aymen Askri
Louis Leconte
Ba-Hien Tran
AI4CE
438
3
0
25 May 2024
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
Yiwei Lu
Yaoliang Yu
Xinlin Li
Vahid Partovi Nia
MQ
291
5
0
27 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models
Cheng Kang
Xinye Chen
Yong Hu
Daniel Novak
260
0
0
15 Feb 2024
Hamming Encoder: Mining Discriminative k-mers for Discrete Sequence Classification
Data mining and knowledge discovery (DMKD), 2023
Junjie Dong
Mudi Jiang
Lianyu Hu
Zengyou He
263
0
0
16 Oct 2023
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree
IEEE International Conference on Computer Vision (ICCV), 2023
Quang Hieu Vo
Linh-Tam Tran
Sung-Ho Bae
Lokwon Kim
Choong Seon Hong
MQ
335
1
0
26 Aug 2023
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training
IEEE International Conference on Computer Vision (ICCV), 2023
Xiao-Ming Wu
Dian Zheng
Zuhao Liu
Weishi Zheng
MQ
375
27
0
13 Aug 2023
Compacting Binary Neural Networks by Sparse Kernel Selection
Computer Vision and Pattern Recognition (CVPR), 2023
Yikai Wang
Wen-bing Huang
Yinpeng Dong
Gang Hua
Anbang Yao
MQ
252
6
0
25 Mar 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons
Neural Information Processing Systems (NeurIPS), 2022
Yixing Xu
Xinghao Chen
Yunhe Wang
MQ
218
10
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
508
23
0
23 Nov 2022
BiViT: Extremely Compressed Binary Vision Transformer
IEEE International Conference on Computer Vision (ICCV), 2022
Yefei He
Zhenyu Lou
Luoming Zhang
Jing Liu
Weijia Wu
Hong Zhou
Bohan Zhuang
ViT
MQ
342
44
0
14 Nov 2022
AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Louis Leconte
S. Schechtman
Eric Moulines
356
4
0
07 Nov 2022
Binarizing by Classification: Is soft function really necessary?
Yefei He
Luoming Zhang
Weijia Wu
Hong Zhou
MQ
526
4
0
16 May 2022
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
IEEE International Conference on Computer Vision (ICCV), 2022
Chang-Ho Lee
Hyungjun Kim
Eunhyeok Park
Jae-Joon Kim
MQ
288
16
0
15 Apr 2022
A comprehensive review of Binary Neural Network
Artificial Intelligence Review (AIR), 2021
Chunyu Yuan
S. Agaian
MQ
443
144
0
11 Oct 2021
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions
European Conference on Computer Vision (ECCV), 2020
Zechun Liu
Zhiqiang Shen
Marios Savvides
Kwang-Ting Cheng
MQ
673
414
0
07 Mar 2020
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