ML論文まとめ

機械学習関連で読んだ論文をまとめています。

CVPR2019

Fast Human Pose Estimation

論文 Fast Human Pose Estimation Paper: https://arxiv.org/abs/1811.05419 Submission Date: 2018.11 要旨 知識蒸留(Knowledge Distillation)によるHuman Pose Estimationの高速化の手法(Fast Pose Distillation)を提案した Fast Pose DistillationはF…

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection

論文 High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection*1 Paper: https://arxiv.org/abs/1904.02948 Code: https://github.com/liuwei16/CSP Submission Date: 2019.4 要旨 CenterとScaleのみを予測することで、Pedestri…

Deep High-Resolution Representation Learning for Human Pose Estimation

論文 Deep High-Resolution Representation Learning for Human Pose Estimation Paper: https://arxiv.org/abs/1902.09212 Code: https://github.com/leoxiaobin/deep-high-resolution-net.pytorch Submission Date: 2019.2 要旨 single-person pose estima…