Kai Yu
Kai Yu
Founder&CEO of Horizon Robotics , Founder of Baidu IDL and Baidu Autonomous Driving
Verified email at hobot.cc - Homepage
TitleCited byYear
Locality-constrained linear coding for image classification
J Wang, J Yang, K Yu, F Lv, T Huang, Y Gong
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …, 2010
33002010
Linear spatial pyramid matching using sparse coding for image classification
J Yang, K Yu, Y Gong, T Huang
Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on …, 2009
32762009
3D convolutional neural networks for human action recognition
S Ji, W Xu, M Yang, K Yu
IEEE transactions on pattern analysis and machine intelligence 35 (1), 221-231, 2013
28522013
Bidirectional LSTM-CRF models for sequence tagging
Z Huang, W Xu, K Yu
arXiv preprint arXiv:1508.01991, 2015
9952015
Nonlinear learning using local coordinate coding
K Yu, T Zhang, Y Gong
Advances in neural information processing systems, 2223-2231, 2009
7802009
Image classification using super-vector coding of local image descriptors
X Zhou, K Yu, T Zhang, TS Huang
European conference on computer vision, 141-154, 2010
5852010
Probabilistic memory-based collaborative filtering
K Yu, A Schwaighofer, V Tresp, X Xu, HP Kriegel
IEEE Transactions on Knowledge and Data Engineering 16 (1), 56-69, 2004
3922004
Learning Gaussian processes from multiple tasks
K Yu, V Tresp, A Schwaighofer
Proceedings of the 22nd international conference on Machine learning, 1012-1019, 2005
3812005
Large-scale image classification: fast feature extraction and svm training
Y Lin, F Lv, S Zhu, M Yang, T Cour, K Yu, L Cao, T Huang
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
3752011
Supervised translation-invariant sparse coding
J Yang, K Yu, T Huang
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …, 2010
3702010
Active learning via transductive experimental design
K Yu, J Bi, V Tresp
Proceedings of the 23rd international conference on Machine learning, 1081-1088, 2006
2842006
Combining content and link for classification using matrix factorization
S Zhu, K Yu, Y Chi, Y Gong
Proceedings of the 30th annual international ACM SIGIR conference on …, 2007
2602007
Communication efficient distributed machine learning with the parameter server
M Li, DG Andersen, AJ Smola, K Yu
Advances in Neural Information Processing Systems, 19-27, 2014
2522014
Multi-label informed latent semantic indexing
K Yu, S Yu, V Tresp
Proceedings of the 28th annual international ACM SIGIR conference on …, 2005
2512005
Deep multiple instance learning for image classification and auto-annotation
J Wu, Y Yu, C Huang, K Yu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
2342015
Learning image representations from the pixel level via hierarchical sparse coding
K Yu, Y Lin, J Lafferty
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
2322011
Representative sampling for text classification using support vector machines
Z Xu, K Yu, V Tresp, X Xu, J Wang
European Conference on Information Retrieval, 393-407, 2003
2162003
Contextual weighting for vocabulary tree based image retrieval
X Wang, M Yang, T Cour, S Zhu, K Yu, TX Han
2011 International Conference on Computer Vision, 209-216, 2011
2102011
Object-centric spatial pooling for image classification
O Russakovsky, Y Lin, K Yu, L Fei-Fei
Computer Vision–ECCV 2012, 1-15, 2012
2012012
Query specific fusion for image retrieval
S Zhang, M Yang, T Cour, K Yu, DN Metaxas
Computer Vision–ECCV 2012, 660-673, 2012
1902012
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