Bohan Zhuang
Bohan Zhuang
Assistant Professor, Monash University
monash.edu의 이메일 확인됨 - 홈페이지
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Discrimination-aware channel pruning for deep neural networks
Z Zhuang*, M Tan*, B Zhuang*, J Liu*, Y Guo, Q Wu, J Huang, J Zhu
Advances in Neural Information Processing Systems, 875-886, 2018
1992018
Visual tracking via discriminative sparse similarity map
B Zhuang, H Lu, Z Xiao, D Wang
IEEE Transactions on Image Processing 23 (4), 1872-1881, 2014
1562014
Towards Effective Low-bitwidth Convolutional Neural Networks
B Zhuang, C Shen, M Tan, L Liu, I Reid
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 …, 2018
972018
Fast Training of Triplet-based Deep Binary Embedding Networks
B Zhuang, G Lin, C Shen, I Reid
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 …, 2016
962016
Towards Context-aware Interaction Recognition for Visual Relationship Detection
B Zhuang, L Liu, C Shen, I Reid
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017, 2017
942017
TasselNet: counting maize tassels in the wild via local counts regression network
H Lu, Z Cao, Y Xiao, B Zhuang, C Shen
Plant methods 13 (1), 79, 2017
712017
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation
B Zhuang, C Shen, M Tan, L Liu, I Reid
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, 2019
62*2019
Attend in groups: a weakly-supervised deep learning framework for learning from web data
B Zhuang, L Liu, Y Li, C Shen, I Reid
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, 2017
512017
Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries
B Zhuang, Q Wu, C Shen, I Reid, A van den Hengel
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, 2018
362018
Hcvrd: a benchmark for large-scale human-centered visual relationship detection
B Zhuang, Q Wu, C Shen, I Reid, A Hengel
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
28*2018
Sequential Person Recognition in Photo Albums with a Recurrent Network
Y Li, G Lin, B Zhuang, L Liu, C Shen, A Hengel
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, 2016
252016
Visual tracking via shallow and deep collaborative model
B Zhuang, L Wang, H Lu
Neurocomputing 218, 61-71, 2016
152016
RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs
C Liu, W Ding, X Xia, Y Hu, B Zhang, J Liu, B Zhuang, G Guo
IJCAI, 2019
92019
Effective training of convolutional neural networks with low-bitwidth weights and activations
B Zhuang, J Liu, M Tan, L Liu, I Reid, C Shen
arXiv preprint arXiv:1908.04680, 2019
92019
Training Quantized Neural Networks With a Full-Precision Auxiliary Module
B Zhuang, L Liu, M Tan, C Shen, I Reid
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
5*2020
Discrimination-aware network pruning for deep model compression
J Liu, B Zhuang, Z Zhuang, Y Guo, J Huang, J Zhu, M Tan
arXiv preprint arXiv:2001.01050, 2020
42020
Structured binary neural networks for image recognition
B Zhuang, C Shen, M Tan, P Chen, L Liu, I Reid
arXiv preprint arXiv:1909.09934, 2019
42019
Automatic Pruning for Quantized Neural Networks
L Guerra, B Zhuang, I Reid, T Drummond
arXiv preprint arXiv:2002.00523, 2020
22020
Training Compact Neural Networks via Auxiliary Overparameterization
Y Liu*, B Zhuang*, C Shen, H Chen, W Yin
arXiv preprint arXiv:1909.02214, 2019
22019
Aqd: Towards accurate quantized object detection
J Liu, B Zhuang, P Chen, M Tan, C Shen
arXiv preprint arXiv:2007.06919, 2020
12020
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