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2003.01711
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BATS: Binary ArchitecTure Search
European Conference on Computer Vision (ECCV), 2020
3 March 2020
Adrian Bulat
Brais Martínez
Georgios Tzimiropoulos
MQ
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Papers citing
"BATS: Binary ArchitecTure Search"
38 / 38 papers shown
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model
Jihun Kim
Dahyun Kim
Hyungrok Jung
Taeil Oh
Jonghyun Choi
MQ
407
0
0
30 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
342
45
0
01 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
264
0
0
16 Oct 2023
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices
Micro (MICRO), 2023
Hao Sun
Geng Yuan
Tomoharu Yamauchi
Zabihi Masoud
Yanyue Xie
...
Xulong Tang
Nobuyuki Yoshikawa
Devesh Tiwari
Yanzhi Wang
O. Chen
MQ
326
6
0
21 Sep 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs
International Journal of Computer Vision (IJCV), 2023
Yanjing Li
Sheng Xu
Xianbin Cao
Lian Zhuo
Baochang Zhang
Tian Wang
Guodong Guo
253
3
0
27 Jun 2023
Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis
Computer Vision and Pattern Recognition (CVPR), 2023
Xiuwei Xu
Ziwei Wang
Jie Zhou
Jiwen Lu
3DPC
MQ
263
8
0
27 Mar 2023
Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition
Juan Carrasquilla
Mohamed Hibat-Allah
E. Inack
Alireza Makhzani
Kirill Neklyudov
Graham Taylor
G. Torlai
MQ
393
11
0
19 Jan 2023
LAB: Learnable Activation Binarizer for Binary Neural Networks
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Sieger Falkena
Hadi Jamali Rad
Jan van Gemert
MQ
294
4
0
25 Oct 2022
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise
IEEE Access (IEEE Access), 2022
Egor Shvetsov
Dmitry Osin
Alexey Zaytsev
Ivan Koryakovskiy
Valentin Buchnev
I. Trofimov
Evgeny Burnaev
MQ
415
6
0
31 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
376
7
0
22 Aug 2022
DASS: Differentiable Architecture Search for Sparse neural networks
ACM Transactions on Embedded Computing Systems (TECS), 2022
H. Mousavi
Mohammad Loni
Mina Alibeigi
Masoud Daneshtalab
535
17
0
14 Jul 2022
Lipschitz Continuity Retained Binary Neural Network
European Conference on Computer Vision (ECCV), 2022
Yuzhang Shang
Dan Xu
Bin Duan
Ziliang Zong
Liqiang Nie
Yan Yan
330
28
0
13 Jul 2022
ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks
Xiaoxuan Lou
Guowen Xu
Kangjie Chen
Guanlin Li
Jiwei Li
Tianwei Zhang
OOD
MQ
266
0
0
07 Apr 2022
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks
ACM Transactions on Embedded Computing Systems (TECS), 2022
Hongyi Pan
Diaa Badawi
Ahmet Enis Cetin
350
27
0
07 Jan 2022
Automated Deep Learning: Neural Architecture Search Is Not the End
Xuanyi Dong
D. Kedziora
Katarzyna Musial
Bogdan Gabrys
551
30
0
16 Dec 2021
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning
Dahyun Kim
Jonghyun Choi
SSL
MQ
437
5
0
17 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements
Dahyun Kim
Kunal Pratap Singh
Jonghyun Choi
MQ
336
7
0
16 Oct 2021
Improving Binary Neural Networks through Fully Utilizing Latent Weights
Weixiang Xu
Qiang Chen
Xiangyu He
Peisong Wang
Jian Cheng
MQ
218
6
0
12 Oct 2021
A comprehensive review of Binary Neural Network
Artificial Intelligence Review (AIR), 2021
Chunyu Yuan
S. Agaian
MQ
455
146
0
11 Oct 2021
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks
Nianhui Guo
Joseph Bethge
Haojin Yang
Kai Zhong
Xuefei Ning
Christoph Meinel
Yu Wang
MQ
187
13
0
13 Jun 2021
BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer
Neural Information Processing Systems (NeurIPS), 2021
Haoping Bai
Mengsi Cao
Ping Huang
Jiulong Shan
MQ
251
40
0
19 May 2021
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021
Huming Qiu
Hua Ma
Zhi-Li Zhang
Yifeng Zheng
Anmin Fu
Pan Zhou
Yansong Gao
Derek Abbott
S. Al-Sarawi
MQ
371
11
0
09 May 2021
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks
Hongyi Pan
Diaa Badawi
Ahmet Enis Cetin
435
28
0
14 Apr 2021
ReCU: Reviving the Dead Weights in Binary Neural Networks
IEEE International Conference on Computer Vision (ICCV), 2021
Zihan Xu
Mingbao Lin
Jianzhuang Liu
Jie Chen
Ling Shao
Yue Gao
Yonghong Tian
Rongrong Ji
MQ
299
102
0
23 Mar 2021
Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network
International Conference on Learning Representations (ICLR), 2021
James Diffenderfer
B. Kailkhura
MQ
318
84
0
17 Mar 2021
BinaryBERT: Pushing the Limit of BERT Quantization
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Haoli Bai
Wei Zhang
Lu Hou
Lifeng Shang
Jing Jin
Xin Jiang
Qun Liu
Michael Lyu
Irwin King
MQ
658
263
0
31 Dec 2020
BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures
Tianchen Zhao
Xuefei Ning
Xiangsheng Shi
Songyi Yang
Shuang Liang
Peng Lei
Jianfei Chen
Huazhong Yang
Yu Wang
MQ
285
7
0
21 Nov 2020
Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks
Conference on Machine Learning and Systems (MLSys), 2020
T. Bannink
Arash Bakhtiari
Adam Hillier
Lukas Geiger
T. D. Bruin
Leon Overweel
J. Neeven
K. Helwegen
3DV
MQ
322
48
0
18 Nov 2020
FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond
Z. Su
Linpu Fang
Deke Guo
Duwen Hu
M. Pietikäinen
Tianpeng Liu
MQ
327
3
0
19 Oct 2020
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Mingzhu Shen
Feng Liang
Yazhe Niu
Yuhang Li
Chuming Li
Chen Lin
F. Yu
Junjie Yan
Wanli Ouyang
MQ
251
49
0
09 Oct 2020
High-Capacity Expert Binary Networks
Adrian Bulat
Brais Martínez
Georgios Tzimiropoulos
MQ
361
62
0
07 Oct 2020
Searching for Low-Bit Weights in Quantized Neural Networks
Neural Information Processing Systems (NeurIPS), 2020
Zhaohui Yang
Yunhe Wang
Kai Han
Chunjing Xu
Chao Xu
Dacheng Tao
Chang Xu
MQ
287
100
0
18 Sep 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
...
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
482
122
0
04 Aug 2020
Distillation Guided Residual Learning for Binary Convolutional Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Jianming Ye
Shiliang Zhang
Jingdong Wang
MQ
334
20
0
10 Jul 2020
Reintroducing Straight-Through Estimators as Principled Methods for Stochastic Binary Networks
German Conference on Pattern Recognition (DAGM), 2020
Alexander Shekhovtsov
Dmitry Molchanov
MQ
482
18
0
11 Jun 2020
Learning Architectures for Binary Networks
European Conference on Computer Vision (ECCV), 2020
Dahyun Kim
Kunal Pratap Singh
Jonghyun Choi
MQ
368
47
0
17 Feb 2020
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation
Computer Vision and Pattern Recognition (CVPR), 2019
Chunlei Liu
Wenrui Ding
Xin Xia
Baochang Zhang
Jiaxin Gu
Jianzhuang Liu
Rongrong Ji
David Doermann
MQ
434
82
0
24 Oct 2019
Structured Binary Neural Networks for Image Recognition
International Journal of Computer Vision (IJCV), 2019
Bohan Zhuang
Chunhua Shen
Zhuliang Yu
Peng Chen
Lingqiao Liu
Ian Reid
MQ
390
23
0
22 Sep 2019
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