Kai Yu
机构: Founder & CEO of Horizon Robotics , Founder of Baidu IDL and Baidu Autonomous Driving
主页: lmu.de
每年引用次数
引用次数
引用: 33,625
H-指数: 55
I10-指数 : 91
出版物: 120
Locality-constrained Linear Coding for image classification
Jinjun Wang , Jianchao Yang , Kai Yu , Fengjun Lv
computer vision and pattern recognition 3360 -3367
3,946
2010
Large-scale image classification: Fast feature extraction and SVM training
Yuanqing Lin , Fengjun Lv , Shenghuo Zhu , Ming Yang
computer vision and pattern recognition 1689 -1696
527
2011
Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks
Amr Ahmed , Kai Yu , Wei Xu , Yihong Gong
european conference on computer vision 69 -82
118
2008
Unsupervised learning of visual invariance with temporal coherence
Will Y Zou , Andrew Y Ng , Kai Yu
NIPS 2011 workshop on deep learning and unsupervised feature learning 3
66
2011
Object-centric spatial pooling for image classification
Olga Russakovsky , Yuanqing Lin , Kai Yu , Fei-Fei Li
8
2014
Deep Learning & Feature Learning Methods for Vision
Rob Fergus NYU , Kai Yu , Marc’Aurelio Ranzato , Honglak Lee
Locality-constrained linear coding systems and methods for image classification
Jinjun Wang , Fengjun Lv , Kai Yu
32
2012
Fast image parsing by graph adaptive dynamic programming (GADP) performing classification, detection, and segmentation simultaneously
Xi Zhou , Jinjun Wang , Fengjun Lv , Kai Yu
9
2013
Feature selection for gene expression using model-based entropy
Shenghuo Zhu , Dingding Wang , Kai Yu , Tao Li
IEEE/ACM Transactions on Computational Biology and Bioinformatics 7 ( 1) 25 -36
113
2008
Recommender system with fast matrix factorization using infinite dimensions
Kai Yu , Shenghuo Zhu , Yihong Gong
61
2012
Transfer learning methods and systems for feed-forward visual recognition systems
Kai Yu , Wei Xu , Yihong Gong
50
2013
Linear spatial pyramid matching using sparse coding
Kai Yu , Jianchao Yang , Yihong Gong
25
2013
Systems and methods for generating predictive matrix-variate T models
Shenghuo Zhu , Kai Yu , Yihong Gong
21
2011
Representative sampling for text classification using support vector machines
Zhao Xu , Kai Yu , Volker Tresp , Xiaowei Xu
Advances in Information Retrieval: 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14–16, 2003. Proceedings 25 393 -407
326
2003
Learning infinite hidden relational models
Zhao Xu , Volker Tresp , Kai Yu , Hans-Peter Kriegel
Uncertainity in Artificial Intelligence (UAI2006) 2
271
2006
Nonparametric relational learning for social network analysis
Zhao Xu , Volker Tresp , Shipeng Yu , Kai Yu
KDD’2008 Workshop on social network mining and analysis
42
2008
A hybrid relevance-feedback approach to text retrieval
Zhao Xu , Xiaowei Xu , Kai Yu , Volker Tresp
Advances in Information Retrieval: 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14–16, 2003. Proceedings 25 281 -293
31
2003
Fast Inference in Infinite Hidden Relational Models.
Zhao Xu , Volker Tresp , Shipeng Yu , Kai Yu
MLG
21
2007
Blockwise supervised inference on large graphs
Kai Yu , Shipeng Yu , Volker Tresp
Proc. of the 22nd ICML Workshop on Learning with Partially Classified Training Data
17
2005
Hierarchical Bayesian modelling with Gaussian processes
Anton Schwaighofer , Volker Tresp , Kai Yu
Advances in Neural Information Processing Systems 17 1209 -1216
13
2005