Bohan Zhuang
Bohan Zhuang
Monash University
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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
NeurIPS 2018, 875-886, 2018
Towards Effective Low-bitwidth Convolutional Neural Networks
B Zhuang, C Shen, M Tan, L Liu, I Reid
CVPR 2018, 7920-7928, 2018
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
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), 1-17, 2017
Towards Context-aware Interaction Recognition for Visual Relationship Detection
B Zhuang, L Liu, C Shen, I Reid
ICCV 2017, 2017
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation
B Zhuang, C Shen, M Tan, L Liu, I Reid
CVPR 2019, 2019
Fast Training of Triplet-based Deep Binary Embedding Networks
B Zhuang, G Lin, C Shen, I Reid
CVPR 2016, 5955-5964, 2016
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
CVPR 2018, 2018
Attend in groups: a weakly-supervised deep learning framework for learning from web data
B Zhuang, L Liu, Y Li, C Shen, I Reid
CVPR 2017, 2017
Hcvrd: a benchmark for large-scale human-centered visual relationship detection
B Zhuang, Q Wu, C Shen, I Reid, A Hengel
AAAI 2018 Oral, 2018
Scalable vision transformers with hierarchical pooling
Z Pan, B Zhuang, J Liu, H He, J Cai
ICCV 2021, 377-386, 2021
Generative Low-bitwidth Data Free Quantization
S Xu*, H Li*, B Zhuang*, J Liu, J Cao, C Liang, M Tan
ECCV 2020, 2020
Training Quantized Neural Networks with a Full-Precision Auxiliary Module
B Zhuang, L Liu, M Tan, C Shen, I Reid
CVPR 2020 Oral, 1488-1497, 2020
Discrimination-aware network pruning for deep model compression
J Liu*, B Zhuang*, Z Zhuang*, Y Guo, J Huang, J Zhu, M Tan
TPAMI, 2021
Sequential Person Recognition in Photo Albums with a Recurrent Network
Y Li, G Lin, B Zhuang, L Liu, C Shen, A Hengel
CVPR 2017, 2016
Effective training of convolutional neural networks with low-bitwidth weights and activations
B Zhuang, M Tan, J Liu, L Liu, I Reid, C Shen
TPAMI, 2021
Switchable precision neural networks
L Guerra, B Zhuang, I Reid, T Drummond
arXiv preprint arXiv:2002.02815, 2020
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, 2019
Visual tracking via shallow and deep collaborative model
B Zhuang, L Wang, H Lu
Neurocomputing 218, 61-71, 2016
Automatic pruning for quantized neural networks
L Guerra, T Drummond
2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021
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