Deep Residual Learning MSRA @ ILSVRC & COCO 2015 competitions Kaiming He with Xiangyu Zhang, Shaoqing Ren, Jifeng Dai, & Jian Sun Microsoft Research Asia (MSRA) MSRA @ ILSVRC & COCO 2015 Competitions • 1st places in all five main tracks • ImageNet Classification: “Ultra-deep” (quote Yann) 152-layer nets • ImageNet Detection: 16% better than 2nd • ImageNet Localization: 27% better than 2nd • COCO D