Bohan Zhuang

According to our database, Bohan Zhuang authored at least 89 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Pruning Self-Attentions Into Convolutional Layers in Single Path.

Haoyu He, Jianfei Cai, Jing Liu, Zizheng Pan, Jing Zhang, Dacheng Tao, Bohan Zhuang

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Channel Merging: Preserving Specialization for Merged Experts.

Mingyang Zhang, Jing Liu, Ganggui Ding, Xinyi Yu, Linlin Ou, Bohan Zhuang

CoRR, 2024

ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality.

Yefei He, Feng Chen, Yuanyu He, Shaoxuan He, Hong Zhou, Kaipeng Zhang, Bohan Zhuang

CoRR, 2024

Enhancing Perception Capabilities of Multimodal LLMs with Training-Free Fusion.

Zhuokun Chen, Jinwu Hu, Zeshuai Deng, Yufeng Wang, Bohan Zhuang, Mingkui Tan

CoRR, 2024

Evaluating and Advancing Multimodal Large Language Models in Ability Lens.

Feng Chen, Chenhui Gou, Jing Liu, Yang Yang, Zhaoyang Li, Jiyuan Zhang, Zhenbang Sun, Bohan Zhuang, Qi Wu

CoRR, 2024

MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views.

Yuedong Chen, Chuanxia Zheng, Haofei Xu, Bohan Zhuang, Andrea Vedaldi, Tat-Jen Cham, Jianfei Cai

CoRR, 2024

ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification and KV Cache Compression.

Yefei He, Feng Chen, Jing Liu, Wenqi Shao, Hong Zhou, Kaipeng Zhang, Bohan Zhuang

CoRR, 2024

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis.

Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

CoRR, 2024

GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI.

Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J. Seibel, Junjun He, Yu Qiao

CoRR, 2024

InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation.

Zeyu Zhang, Akide Liu, Qi Chen, Feng Chen, Ian Reid, Richard I. Hartley, Bohan Zhuang, Hao Tang

CoRR, 2024

ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models.

Jing Liu, Ruihao Gong, Mingyang Zhang, Yefei He, Jianfei Cai, Bohan Zhuang

CoRR, 2024

Streaming Video Diffusion: Online Video Editing with Diffusion Models.

Feng Chen, Zhen Yang, Bohan Zhuang, Qi Wu

CoRR, 2024

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models.

Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang

CoRR, 2024

ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification.

Yefei He, Luoming Zhang, Weijia Wu, Jing Liu, Hong Zhou, Bohan Zhuang

CoRR, 2024

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

Zeyu Zhang, Akide Liu, Ian D. Reid, Richard Hartley, Bohan Zhuang, Hao Tang

CoRR, 2024

T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching.

Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar

CoRR, 2024

SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation.

Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

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

Jing Liu, Ruihao Gong, Xiuying Wei, Zhiwei Dong, Jianfei Cai, Bohan Zhuang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Yefei He, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Object-Aware Inversion and Reassembly for Image Editing.

Zhen Yang, Ganggui Ding, Wen Wang, Hao Chen, Bohan Zhuang, Chunhua Shen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Motion Mamba: Efficient and Long Sequence Motion Generation.

Zeyu Zhang, Akide Liu, Ian D. Reid, Richard I. Hartley, Bohan Zhuang, Hao Tang

Proceedings of the Computer Vision - ECCV 2024, 2024

LongVLM: Efficient Long Video Understanding via Large Language Models.

Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2024, 2024

Stitched ViTs are Flexible Vision Backbones.

Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2024, 2024

MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-view Images.

Yuedong Chen, Haofei Xu, Chuanxia Zheng, Bohan Zhuang, Marc Pollefeys, Andreas Geiger, Tat-Jen Cham, Jianfei Cai

Proceedings of the Computer Vision - ECCV 2024, 2024

ModaVerse: Efficiently Transforming Modalities with LLMs.

Xinyu Wang, Bohan Zhuang, Qi Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Efficient Stitchable Task Adaptation.

Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Mingyang Zhang, Hao Chen, Chunhua Shen, Zhen Yang, Linlin Ou, Xinyi Yu, Bohan Zhuang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Generative Data Free Model Quantization With Knowledge Matching for Classification.

Shoukai Xu, Shuhai Zhang, Jing Liu, Bohan Zhuang, Yaowei Wang, Mingkui Tan

IEEE Trans. Circuits Syst. Video Technol., December, 2023

End-to-End One-Shot Human Parsing.

Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

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

Jing Liu, Bohan Zhuang, Peng Chen, Chunhua Shen, Jianfei Cai, Mingkui Tan

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Object-aware Inversion and Reassembly for Image Editing.

Zhen Yang, Dinggang Gui, Wen Wang, Hao Chen, Bohan Zhuang, Chunhua Shen

CoRR, 2023

SwitchGPT: Adapting Large Language Models for Non-Text Outputs.

Xinyu Wang, Bohan Zhuang, Qi Wu

CoRR, 2023

Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning.

Mingyang Zhang, Hao Chen, Chunhua Shen, Zhen Yang, Linlin Ou, Xinyi Yu, Bohan Zhuang

CoRR, 2023

Sensitivity-Aware Visual Parameter-Efficient Tuning.

Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang

CoRR, 2023

Mask Propagation for Efficient Video Semantic Segmentation.

Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PTQD: Accurate Post-Training Quantization for Diffusion Models.

Yefei He, Luping Liu, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Zeshuai Deng, Zhuokun Chen, Shuaicheng Niu, Thomas H. Li, Bohan Zhuang, Mingkui Tan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Survey on Efficient Training of Transformers.

Bohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

BiViT: Extremely Compressed Binary Vision Transformers.

Yefei He, Zhenyu Lou, Luoming Zhang, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning.

Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Stitchable Neural Networks.

Zizheng Pan, Jianfei Cai, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Dynamic Focus-aware Positional Queries for Semantic Segmentation.

Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

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

Chunlei Liu, Wenrui Ding, Peng Chen, Bohan Zhuang, Yufeng Wang, Yang Zhao, Baochang Zhang, Yuqi Han

IEEE Trans. Circuits Syst. Video Technol., 2022

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

Bohan Zhuang, Mingkui Tan, Jing Liu, Lingqiao Liu, Ian Reid, Chunhua Shen

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Discrimination-Aware Network Pruning for Deep Model Compression.

Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jin-Hui Zhu, Mingkui Tan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Structured Binary Neural Networks for Image Recognition.

Bohan Zhuang, Chunhua Shen, Mingkui Tan, Peng Chen, Lingqiao Liu, Ian Reid

Int. J. Comput. Vis., 2022

BiViT: Extremely Compressed Binary Vision Transformer.

Yefei He, Zhenyu Lou, Luoming Zhang, Weijia Wu, Bohan Zhuang, Hong Zhou

CoRR, 2022

FocusFormer: Focusing on What We Need via Architecture Sampler.

Jing Liu, Jianfei Cai, Bohan Zhuang

CoRR, 2022

Fast Vision Transformers with HiLo Attention.

Zizheng Pan, Jianfei Cai, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

EcoFormer: Energy-Saving Attention with Linear Complexity.

Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

An Efficient Spatio-Temporal Pyramid Transformer for Action Detection.

Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2022, 2022

Automated Progressive Learning for Efficient Training of Vision Transformers.

Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Less Is More: Pay Less Attention in Vision Transformers.

Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Sharpness-aware Quantization for Deep Neural Networks.

Jing Liu, Jianfei Cai, Bohan Zhuang

CoRR, 2021

Mesa: A Memory-saving Training Framework for Transformers.

Zizheng Pan, Peng Chen, Haoyu He, Jing Liu, Jianfei Cai, Bohan Zhuang

CoRR, 2021

Elastic Architecture Search for Diverse Tasks with Different Resources.

Jing Liu, Bohan Zhuang, Mingkui Tan, Xu Liu, Dinh Phung, Yuanqing Li, Jianfei Cai

CoRR, 2021

Scalable Visual Transformers with Hierarchical Pooling.

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

CoRR, 2021

ABS: Automatic Bit Sharing for Model Compression.

Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

CoRR, 2021

Fully Quantized Image Super-Resolution Networks.

Hu Wang, Peng Chen, Bohan Zhuang, Chunhua Shen

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Scalable Vision Transformers with Hierarchical Pooling.

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FATNN: Fast and Accurate Ternary Neural Networks^*.

Peng Chen, Bohan Zhuang, Chunhua Shen

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

AQD: Towards Accurate Quantized Object Detection.

Peng Chen, Jing Liu, Bohan Zhuang, Mingkui Tan, Chunhua Shen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SA-BNN: State-Aware Binary Neural Network.

Chunlei Liu, Peng Chen, Bohan Zhuang, Chunhua Shen, Baochang Zhang, Wenrui Ding

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

FATNN: Fast and Accurate Ternary Neural Networks.

Peng Chen, Bohan Zhuang, Chunhua Shen

CoRR, 2020

Role-Wise Data Augmentation for Knowledge Distillation.

Jie Fu, Xue Geng, Zhijian Duan, Bohan Zhuang, Xingdi Yuan, Adam Trischler, Jie Lin, Chris Pal, Hao Dong

CoRR, 2020

Switchable Precision Neural Networks.

Luis Guerra, Bohan Zhuang, Ian Reid, Tom Drummond

CoRR, 2020

Automatic Pruning for Quantized Neural Networks.

Luis Guerra, Bohan Zhuang, Ian D. Reid, Tom Drummond

CoRR, 2020

Generative Low-Bitwidth Data Free Quantization.

Shoukai Xu, Haokun Li, Bohan Zhuang, Jing Liu, Jiezhang Cao, Chuangrun Liang, Mingkui Tan

Proceedings of the Computer Vision - ECCV 2020, 2020

Training Quantized Neural Networks With a Full-Precision Auxiliary Module.

Bohan Zhuang, Lingqiao Liu, Mingkui Tan, Chunhua Shen, Ian D. Reid

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Structured Binary Neural Networks for Image Recognition.

Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian D. Reid

CoRR, 2019

Training Compact Neural Networks via Auxiliary Overparameterization.

Yifan Liu, Bohan Zhuang, Chunhua Shen, Hao Chen, Wei Yin

CoRR, 2019

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

Chunlei Liu, Wenrui Ding, Xin Xia, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Bohan Zhuang, Guodong Guo

CoRR, 2019

Training Quantized Network with Auxiliary Gradient Module.

Bohan Zhuang, Lingqiao Liu, Mingkui Tan, Chunhua Shen, Ian D. Reid

CoRR, 2019

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

Chunlei Liu, Wenrui Ding, Xin Xia, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Bohan Zhuang, Guodong Guo

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation.

Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian D. Reid

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

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

Bohan Zhuang, Chunhua Shen, Ian D. Reid

CoRR, 2018

Discrimination-aware Channel Pruning for Deep Neural Networks.

Zhuangwei Zhuang, Mingkui Tan, Bohan Zhuang, Jing Liu, Yong Guo, Qingyao Wu, Junzhou Huang, Jin-Hui Zhu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

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

Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Towards Effective Low-Bitwidth Convolutional Neural Networks.

Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian D. Reid

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

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

Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

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

Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel

CoRR, 2017

Towards Context-aware Interaction Recognition.

Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Ian D. Reid

CoRR, 2017

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

Hao Lu, Zhiguo Cao, Yang Xiao, Bohan Zhuang, Chunhua Shen

CoRR, 2017

Towards Context-Aware Interaction Recognition for Visual Relationship Detection.

Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Ian D. Reid

Proceedings of the IEEE International Conference on Computer Vision, 2017

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

Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Ian D. Reid

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Sequential Person Recognition in Photo Albums with a Recurrent Network.

Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Visual tracking via shallow and deep collaborative model.

Bohan Zhuang, Lijun Wang, Huchuan Lu

Neurocomputing, 2016

Fast Training of Triplet-Based Deep Binary Embedding Networks.

Bohan Zhuang, Guosheng Lin, Chunhua Shen, Ian D. Reid

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2014

Visual Tracking via Discriminative Sparse Similarity Map.

Bohan Zhuang, Huchuan Lu, Ziyang Xiao, Dong Wang

IEEE Trans. Image Process., 2014