Welcome to Yinan Yu's Home page
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Now, I work in Horizon-Robotics. Director of Research and Development, Autonomous Driving Department. I finished the postdocoral fellow work with Dr. Kai Yu and Prof. Changshui Zhang at the Institute of Deep Learning of Baidu, Inc. I finished my Ph.D. in Pattern Recognition at NLPR, CASIA, under the supervision of Prof. Tieniu Tan and Prof. Kaiqi Huang in June 2012. I still work in the area of computer vision and machine learning, especially on large scale visual recognition application and distributed machine learning algorithms. |
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DeepInsight & DeeperVision got 3rd(mAP=40.4%) and 5th(p@5=90.5%) in ILSVRC2014 detection and classification task. Our single model on detection got 40.15% (mAP), while the second best (GoogLeNet) is 38%. all results.
PASCAL VOC 2011 Detection Challenge Winner, 1st, 40.9% mAP (We got 36.8% last year, 4.1% improvement)
PASCAL VOC 2011 Classification Challenge Honourable Mention, 2nd, 78.2% mAP (We got 71.2% last year, 7% improvement)
PASCAL VOC 2010 Detection Challenge Winner, 1st, 36.8% mAP