Kai Yu

Best Publications

• 3D Convolutional Neural Networks for Human Action Recognition

  Shuiwang Ji;Wei Xu;Ming Yang;Kai Yu

  5127
  Citations

• Locality-constrained Linear Coding for image classification

  Jinjun Wang;Jianchao Yang;Kai Yu;Fengjun Lv

  4077
  Citations

• Image classification using super-vector coding of local image descriptors

  Xi Zhou;Kai Yu;Tong Zhang;Thomas S. Huang

  740
  Citations

• Large-scale image classification: Fast feature extraction and SVM training

  Yuanqing Lin;Fengjun Lv;Shenghuo Zhu;Ming Yang

  535
  Citations

• Deep multiple instance learning for image classification and auto-annotation

  Jiajun Wu;Yinan Yu;Chang Huang;Kai Yu

  463
  Citations

• Supervised translation-invariant sparse coding

  Jianchao Yang;Kai Yu;Thomas Huang

  456
  Citations

• Learning image representations from the pixel level via hierarchical sparse coding

  Kai Yu;Yuanqing Lin;John Lafferty

  293
  Citations

• Text Flow: A Unified Text Detection System in Natural Scene Images

  Shangxuan Tian;Yifeng Pan;Chang Huang;Shijian Lu

  278
  Citations

• Object-Centric Spatial Pooling for Image Classification

  Olga Russakovsky;Yuanqing Lin;Kai Yu;Li Fei-Fei

  248
  Citations

• Query Specific Fusion for Image Retrieval

  Shaoting Zhang;Ming Yang;Timothee Cour;Kai Yu

  225
  Citations

• Query Specific Rank Fusion for Image Retrieval

  Shaoting Zhang;Ming Yang;Timothee Cour;Kai Yu

  202
  Citations

• Kernel Nearest-Neighbor Algorithm

  Kai Yu;Liang Ji;Xuegong Zhang

  200
  Citations

• Deep Learning of Invariant Features via Simulated Fixations in Video

  Will Zou;Shenghuo Zhu;Kai Yu;Andrew Y. Ng

  195
  Citations

• Improved Local Coordinate Coding using Local Tangents

  Kai Yu;Tong Zhang

  185
  Citations

• Real-time clothing recognition in surveillance videos

  Ming Yang;Kai Yu

  183
  Citations

• Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks

  Yibiao Rong;Dehui Xiang;Weifang Zhu;Kai Yu

  106
  Citations

• Multi-component models for object detection

  Chunhui Gu;Pablo Arbeláez;Yuanqing Lin;Kai Yu

  91
  Citations

• Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval

  Chang Huang;Shenghuo Zhu;Kai Yu

  87
  Citations

• MsTGANet: Automatic Drusen Segmentation from Retinal OCT Images.

  Meng Wang;Weifang Zhu;Fei Shi;Jinzhu Su

  85
  Citations

• Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization

  Yang Zhou;Kai Yu;Biao Leng;Zhang Zhang

  76
  Citations