Bohan Zhuang

发表

Structured Binary Neural Networks for Image Recognition pdf

Mingkui Tan, Ian Reid, Chunhua Shen, 2019, ArXiv.

TRAINING COMPACT NEURAL NETWORKS VIA

Chunhua Shen, Bohan Zhuang, 2019 .

Fast Vision Transformers with HiLo Attention

Bohan Zhuang, Zizheng Pan, Jianfei Cai, 2022, NeurIPS.

End-to-end One-shot Human Parsing

D. Tao, Jianfei Cai, Bohan Zhuang, 2021, ArXiv.

An Efficient Spatio-Temporal Pyramid Transformer for Action Detection

Xiaojun Chang, Bohan Zhuang, Zizheng Pan, 2022, ECCV.

Pruning Self-Attentions Into Convolutional Layers in Single Path

D. Tao, Jianfei Cai, Bohan Zhuang, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

FocusFormer: Focusing on What We Need via Architecture Sampler

Bohan Zhuang, Jianfei Cai, Jing Liu, 2022, ArXiv.

End-to-end One-shot Human Parsing pdf

Jianfei Cai, Dacheng Tao, Bohan Zhuang, 2021, ArXiv.

Sharpness-aware Quantization for Deep Neural Networks

Bohan Zhuang, Jianfei Cai, Jing Liu, 2021, ArXiv.

BiViT: Extremely Compressed Binary Vision Transformer

Luoming Zhang, Bohan Zhuang, Yefei He, 2022, ArXiv.

EcoFormer: Energy-Saving Attention with Linear Complexity

Bohan Zhuang, Zizheng Pan, Jianfei Cai, 2022, ArXiv.

Structured Binary Neural Networks for Image Recognition

I. Reid, Lingqiao Liu, Chunhua Shen, 2019, International Journal of Computer Vision.

Dynamic Focus-aware Positional Queries for Semantic Segmentation

Jing Zhang, Bohan Zhuang, Dacheng Tao, 2022, ArXiv.

Discrimination-Aware Network Pruning for Deep Model Compression

Junzhou Huang, Mingkui Tan, Bohan Zhuang, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

ABS: Automatic Bit Sharing for Model Compression pdf

Mingkui Tan, Jing Liu, Peng Chen, 2021, ArXiv.

Single-path Bit Sharing for Automatic Loss-aware Model Compression

Chunhua Shen, Mingkui Tan, Bohan Zhuang, 2021, 2101.04935.

AQD: Towards Accurate Quantized Object Detection

Chunhua Shen, Mingkui Tan, Bohan Zhuang, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Supplementary Materials for AQD: Towards Accurate Quantized Object Detection

Steven K. Esser, Andrew G. Howard, Dmitry Kalenichenko, 2021 .

Generative Low-bitwidth Data Free Quantization

Mingkui Tan, Jing Liu, Jiezhang Cao, 2020, ECCV.

Discrimination-aware Channel Pruning for Deep Neural Networks

Jing Liu, Jin-Hui Zhu, Qingyao Wu, 2018, NeurIPS.

Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation

Ian D. Reid, Mingkui Tan, Chunhua Shen, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Rethinking Binary Neural Network for Accurate Image Classification and Semantic Segmentation

Mingkui Tan, Chunhua Shen, Lingqiao Liu, 2018 .

Training Compact Neural Networks with Binary Weights and Low Precision Activations pdf

Ian D. Reid, Chunhua Shen, Bohan Zhuang, 2018, ArXiv.

A Survey on Efficient Training of Transformers

Chunhua Shen, Bohan Zhuang, Zizheng Pan, 2023, ArXiv.

Towards Context-Aware Interaction Recognition for Visual Relationship Detection

Ian D. Reid, Chunhua Shen, Lingqiao Liu, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Effective Training of Convolutional Neural Networks With Low-Bitwidth Weights and Activations pdf

Jing Liu, Mingkui Tan, Chunhua Shen, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Towards Effective Low-Bitwidth Convolutional Neural Networks

Ian D. Reid, Mingkui Tan, Chunhua Shen, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Less is More: Pay Less Attention in Vision Transformers pdf

Jianfei Cai, Bohan Zhuang, Zizheng Pan, 2021, AAAI.

TasselNet: counting maize tassels in the wild via local counts regression network

Zhiguo Cao, Hao Lu, Chunhua Shen, 2017, Plant Methods.

Stitchable Neural Networks

Bohan Zhuang, Zizheng Pan, Jianfei Cai, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries

Qi Wu, Ian D. Reid, Anton van den Hengel, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection

Qi Wu, Ian D. Reid, Anton van den Hengel, 2018, AAAI.

Sensitivity-Aware Visual Parameter-Efficient Tuning

Jing Zhang, Bohan Zhuang, Dacheng Tao, 2023, ArXiv.

Role-Wise Data Augmentation for Knowledge Distillation pdf

Jie Fu, Adam Trischler, Bohan Zhuang, 2020, ArXiv.

Scalable Vision Transformers with Hierarchical Pooling pdf

Jianfei Cai, Bohan Zhuang, Zizheng Pan, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Care about you: towards large-scale human-centric visual relationship detection pdf

Qi Wu, Ian D. Reid, Anton van den Hengel, 2017, ArXiv.

Automated Progressive Learning for Efficient Training of Vision Transformers

Xiaojun Chang, Xiaodan Liang, Changlin Li, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

PTQD: Accurate Post-Training Quantization for Diffusion Models

Bohan Zhuang, Yefei He, Weijia Wu, 2023, 2305.10657.

SA-BNN: State-Aware Binary Neural Network

Baochang Zhang, Chunhua Shen, Wenrui Ding, 2021, AAAI.

Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs

Guodong Guo, Jianzhuang Liu, Bohan Zhuang, 2019, IJCAI.

RB-Net: Training Highly Accurate and Efficient Binary Neural Networks With Reshaped Point-Wise Convolution and Balanced Activation

Baochang Zhang, Bohan Zhuang, Wenrui Ding, 2022, IEEE Transactions on Circuits and Systems for Video Technology.

Automatic Pruning for Quantized Neural Networks pdf

Bohan Zhuang, Ian Reid, Tom Drummond, 2020, 2021 Digital Image Computing: Techniques and Applications (DICTA).

Dynamic Focus-aware Positional Queries for Semantic Segmentation

Jing Zhang, Bohan Zhuang, Dacheng Tao, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Fully Quantized Image Super-Resolution Networks pdf

Peng Chen, Chunhua Shen, Hu Wang, 2020, ACM Multimedia.

A Survey on Efficient Training of Transformers

Chunhua Shen, Bohan Zhuang, Zizheng Pan, 2023, IJCAI.

PTQD: Accurate Post-Training Quantization for Diffusion Models

Bohan Zhuang, Yefei He, Weijia Wu, 2023, ArXiv.

EcoFormer: Energy-Saving Attention with Linear Complexity

Bohan Zhuang, Zizheng Pan, Jianfei Cai, 2022, NeurIPS.

Mesa: A Memory-saving Training Framework for Transformers

Bohan Zhuang, Jianfei Cai, Zizheng Pan, 2021, ArXiv.

Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning

Chunhua Shen, Bohan Zhuang, Hao Chen, 2023, ArXiv.

Training Quantized Neural Networks With a Full-Precision Auxiliary Module

Mingkui Tan, Chunhua Shen, Lingqiao Liu, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning from Web Data

Yao Li, Ian D. Reid, Chunhua Shen, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Towards Context-Aware Interaction Recognition for Visual Relationship Detection pdf

Ian D. Reid, Chunhua Shen, Lingqiao Liu, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Sequential Person Recognition in Photo Albums with a Recurrent Network

Yao Li, Guosheng Lin, Anton van den Hengel, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

CNN joint embedding LSTM LSTM CNN joint embedding LSTM CNN joint embedding LSTM CNN joint embedding LSTM CNN joint embedding

Chunhua Shen, Lingqiao Liu, Guosheng Lin, 2017 .

FATNN: Fast and Accurate Ternary Neural Networks*

Chunhua Shen, Bohan Zhuang, Peng Chen, 2020, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Fast Training of Triplet-Based Deep Binary Embedding Networks

Ian D. Reid, Guosheng Lin, Chunhua Shen, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints

Dinh Q. Phung, Mingkui Tan, Bohan Zhuang, 2021, 2108.01224.

Elastic Architecture Search for Diverse Tasks with Different Resources pdf

Dinh Phung, Bohan Zhuang, Jing Liu, 2021, ArXiv.

Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning

Jing Zhang, Bohan Zhuang, Dacheng Tao, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

BiViT: Extremely Compressed Binary Vision Transformer

Luoming Zhang, Bohan Zhuang, Yefei He, 2022, ArXiv.

TasselNet: counting maize tassels in the wild via local counts regression network

Chunhua Shen, Bohan Zhuang, Hao Lu, 2017, Plant Methods.

PTQD: Accurate Post-Training Quantization for Diffusion Models

Bohan Zhuang, Yefei He, Weijia Wu, 2023, ArXiv.

EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models

Bohan Zhuang, Jing Liu, Weijia Wu, 2023, ArXiv.

Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction

Bohan Zhuang, Zeshuai Deng, Shuaicheng Niu, 2023, ArXiv.

QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models

Bohan Zhuang, Xiuying Wei, Jing Liu, 2023, ArXiv.

Single-Path Bit Sharing for Automatic Loss-Aware Model Compression

Chunhua Shen, Mingkui Tan, Bohan Zhuang, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Efficient Stitchable Task Adaptation

Bohan Zhuang, Zizheng Pan, Jing Liu, 2023, ArXiv.

Stitched ViTs are Flexible Vision Backbones

Bohan Zhuang, Zizheng Pan, Jianfei Cai, 2023, ArXiv.

Mask Propagation for Efficient Video Semantic Segmentation

Bohan Zhuang, Mingjie Li, Yuetian Weng, 2023, NeurIPS.

Supplementary Material for Dynamic Focus-aware Positional Queries for Semantic Segmentation

Bohan Zhuang, Dacheng Tao, Zizheng Pan, 2023 .

Object-aware Inversion and Reassembly for Image Editing

Bohan Zhuang, Wen Wang, Hao Chen, 2023, ArXiv.

AQD: Towards Accurate Fully-Quantized Object Detection

Chunhua Shen, Mingkui Tan, Bohan Zhuang, 2020, 2007.06919.

Fast Vision Transformers with HiLo Attention

Bohan Zhuang, Zizheng Pan, Jianfei Cai, 2022, NeurIPS.

Visual Tracking via Discriminative Sparse Similarity Map

Huchuan Lu, Dong Wang, Bohan Zhuang, 2014, IEEE Transactions on Image Processing.

Scalable Visual Transformers with Hierarchical Pooling

Bohan Zhuang, Zizheng Pan, Jing Liu, 2021, arXiv.org.

Visual tracking via shallow and deep collaborative model pdf

Huchuan Lu, Lijun Wang, Bohan Zhuang, 2016, Neurocomputing.

LoRAPrune: Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning

Chunhua Shen, Bohan Zhuang, Hao Chen, 2023, 2305.18403.

Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning

Bohan Zhuang, Xinyi Yu, Linlin Ou, 2023, ArXiv.

Mesa: A Memory-saving Training Framework for Transformers

Bohan Zhuang, Jianfei Cai, Zizheng Pan, 2021, ArXiv.

End-to-End One-Shot Human Parsing

D. Tao, Jianfei Cai, Bohan Zhuang, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Generative Data Free Model Quantization With Knowledge Matching for Classification

Mingkui Tan, Bohan Zhuang, Jing Liu, 2023, IEEE Transactions on Circuits and Systems for Video Technology.

Auxiliary Learning for Deep Multi-task Learning

Chunhua Shen, Yifan Liu, Bohan Zhuang, 2019, 1909.02214.

Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM

Bohan Zhuang, Zeyu Zhang, Akide Liu, 2024, ArXiv.