Kai Han 0002 - researchr alias

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Viewing Publication 1 - 31 from 31

2023

A Survey on Vision TransformerKai Han 0002, Yunhe Wang 0001, Hanting Chen, Xinghao Chen 0001, Jianyuan Guo, Zhenhua Liu 0003, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao. pami, 45(1):87-110, 2023. [doi]

Network Expansion For Practical Training AccelerationNing Ding, Yehui Tang, Kai Han 0002, Chao Xu 0006, Yunhe Wang 0001. cvpr 2023: 20269-20279 [doi]

Revisit the Power of Vanilla Knowledge Distillation: from Small Scale to Large ScaleZhiwei Hao, Jianyuan Guo, Kai Han 0002, Han Hu, Chang Xu, Yunhe Wang 0001. nips 2023: [doi]

One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge DistillationZhiwei Hao, Jianyuan Guo, Kai Han 0002, Yehui Tang, Han Hu, Yunhe Wang 0001, Chang Xu. nips 2023: [doi]

Species196: A One-Million Semi-supervised Dataset for Fine-grained Species RecognitionWei He, Kai Han 0002, Ying Nie, Chengcheng Wang, Yunhe Wang 0001. nips 2023: [doi]

Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsYuhe Liu, Chuanjian Liu, Kai Han 0002, Quan Tang 0001, Zengchang Qin. iccv 2023: 821-831 [doi]

Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis AggregationWenkang Shan, Zhenhua Liu, Xinfeng Zhang 0001, Zhao Wang, Kai Han 0002, Shanshe Wang, Siwei Ma, Wen Gao. iccv 2023: 14715-14725 [doi]

Masked Image Modeling with Local Multi-Scale ReconstructionHaoqing Wang, Yehui Tang, Yunhe Wang 0001, Jianyuan Guo, Zhi-Hong Deng, Kai Han 0002. cvpr 2023: 2122-2131 [doi]

Gold-YOLO: Efficient Object Detector via Gather-and-Distribute MechanismChengcheng Wang, Wei He, Ying Nie, Jianyuan Guo, Chuanjian Liu, Yunhe Wang 0001, Kai Han 0002. nips 2023: [doi]

2022

Vision GNN: An Image is Worth Graph of NodesKai Han 0002, Yunhe Wang 0001, Jianyuan Guo, Yehui Tang, Enhua Wu. nips 2022: [doi]

GhostNets on Heterogeneous Devices via Cheap OperationsKai Han 0002, Yunhe Wang 0001, Chang Xu 0002, Jianyuan Guo, Chunjing Xu, Enhua Wu, Qi Tian 0001. ijcv, 130(4):1050-1069, 2022. [doi]

Learning Versatile Convolution Filters for Efficient Visual RecognitionKai Han 0002, Yunhe Wang 0001, Chang Xu 0002, Chunjing Xu, Enhua Wu, Dacheng Tao. pami, 44(11):7731-7746, 2022. [doi]

Instance-Aware Dynamic Neural Network QuantizationZhenhua Liu 0003, Yunhe Wang 0001, Kai Han 0002, Siwei Ma, Wen Gao 0001. cvpr 2022: 12424-12433 [doi]

Hire-MLP: Vision MLP via Hierarchical RearrangementJianyuan Guo, Yehui Tang, Kai Han 0002, Xinghao Chen 0001, Han Wu, Chao Xu 0006, Chang Xu 0002, Yunhe Wang 0001. cvpr 2022: 816-826 [doi]

CMT: Convolutional Neural Networks Meet Vision TransformersJianyuan Guo, Kai Han 0002, Han Wu, Yehui Tang, Xinghao Chen 0001, Yunhe Wang 0001, Chang Xu. cvpr 2022: 12165-12175 [doi]

Learning Efficient Vision Transformers via Fine-Grained Manifold DistillationZhiwei Hao, Jianyuan Guo, Ding Jia, Kai Han 0002, Yehui Tang, Chao Zhang 0001, Han Hu 0004, Yunhe Wang 0001. nips 2022: [doi]

Network Amplification with Efficient MACs AllocationChuanjian Liu, Kai Han 0002, An Xiao, Ying Nie, Wei Zhang 0196, Yunhe Wang 0001. cvpr 2022: 1932-1941 [doi]

Redistribution of Weights and Activations for AdderNet QuantizationYing Nie, Kai Han 0002, Haikang Diao, Chuanjian Liu, Enhua Wu, Yunhe Wang 0001. nips 2022: [doi]

GhostSR: Learning Ghost Features for Efficient Image Super-ResolutionYing Nie, Kai Han 0002, Zhenhua Liu 0003, Chuanjian Liu, Yunhe Wang 0001. tmlr, 2022, 2022. [doi]

GhostNetV2: Enhance Cheap Operation with Long-Range AttentionYehui Tang, Kai Han 0002, Jianyuan Guo, Chang Xu 0002, Chao Xu 0006, Yunhe Wang 0001. nips 2022: [doi]

Patch Slimming for Efficient Vision TransformersYehui Tang, Kai Han 0002, Yunhe Wang 0001, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao. cvpr 2022: 12155-12164 [doi]

An Image Patch is a Wave: Phase-Aware Vision MLPYehui Tang, Kai Han 0002, Jianyuan Guo, Chang Xu, Yanxi Li 0001, Chao Xu, Yunhe Wang 0001. cvpr 2022: 10925-10934 [doi]

2021

Transformer in TransformerKai Han 0002, An Xiao, Enhua Wu, Jianyuan Guo, Chunjing Xu, Yunhe Wang 0001. nips 2021: 15908-15919 [doi]

Mining Neighbor Frames for Person Re-identification by Global Optimal TrackingKai Han 0002, Jinho Lee, Lang Huang, Fangcheng Liu, Seiichi Uchida, Chao Zhang 0004. swarm 2021: 391-406 [doi]

Post-Training Quantization for Vision TransformerZhenhua Liu 0003, Yunhe Wang 0001, Kai Han 0002, Wei Zhang 0196, Siwei Ma, Wen Gao 0001. nips 2021: 28092-28103 [doi]

Distilling Object Detectors via Decoupled FeaturesJianyuan Guo, Kai Han 0002, Yunhe Wang 0001, Han Wu, Xinghao Chen 0001, Chunjing Xu, Chang Xu 0002. cvpr 2021: 2154-2164 [doi]

Positive-Unlabeled Data Purification in the Wild for Object DetectionJianyuan Guo, Kai Han 0002, Han Wu, Chao Zhang 0001, Xinghao Chen, Chunjing Xu, Chang Xu 0002, Yunhe Wang. cvpr 2021: 2653-2662 [doi]

Multi-bit Adaptive Distillation for Binary Neural NetworksYing Nie, Kai Han 0002, Yunhe Wang 0001. bmvc 2021: 61 [doi]

Augmented Shortcuts for Vision TransformersYehui Tang, Kai Han 0002, Chang Xu 0002, An Xiao, Yiping Deng, Chao Xu 0006, Yunhe Wang 0001. nips 2021: 15316-15327 [doi]

ReNAS: Relativistic Evaluation of Neural Architecture SearchYixing Xu, Yunhe Wang 0001, Kai Han 0002, Yehui Tang, Shangling Jui, Chunjing Xu, Chang Xu 0002. cvpr 2021: 4411-4420 [doi]

Dynamic Resolution NetworkMingjian Zhu, Kai Han 0002, Enhua Wu, Qiulin Zhang, Ying Nie, Zhenzhong Lan, Yunhe Wang 0001. nips 2021: 27319-27330 [doi]

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2023

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