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Written By Zach Johnson

AI and tech enthusiast with a background in machine learning.

MethodScoreSubmission TimeContributorsDescription
URNet0.6604Oct. 17, 2019, 9:08 p.m.Tianfei Zhou, Wenguan Wang, Jianbing Shen, Zhijie Zhang (Inception Institute of Artificial Intelligence)We propose a Unified Relationship detection Network (URNet) in this contest. We jointly train entity detection/segmentation and relationship inference in an end-to-end way. Our URNet is built on Cascade (Mask)RCNN, which is further extended to add a new branch for relationship recognition for each human-object pair. The relationship recognition branch operates on rich multi-modal features for accurate inference.
GMVM0.6026Oct. 17, 2019, 5:11 a.m.Zanhui Fan, Han Wang, Peng Chen, Yusen Qin, Shengjin Wang, Zichong Chen (Segway Robotics, Tsinghua University, Dalian Neusoft University of Information)The interactions in HOI-W challenge are highly correlated with object categories and location information is critical to determining whether an interaction between a person and an object exists. We propose a human-object-interaction detection scheme consisting of three parts…
Faster Interaction Net0.5693Oct. 17, 2019, 5:01 a.m.Haoliang Tan, Yu Zhu, Guodong Guo (Institute of Deep Learning, Baidu Research, Xi’an Jiaotong University, Xi’an, China, National Engineering Laboratory for Deep Learning Technology and Application, Beijing China)We decompose the problem into two steps: 1) Human and Object bounding-boxes detection and 2) human-object Interaction recognition…
F2INet0.4913Oct. 17, 2019, 5:06 a.m.Shuchang Lyu, Lingyun Zeng (Beihang University)We propose a two-stage architecture named Faster Fusion Interaction Network (F2INet) for the human-object interaction (HOI) task…
test0.4871Oct. 17, 2019, 8:43 p.m.testtest
m15_90.4477Oct. 17, 2019, 9:53 p.m.99
6_post0.4268Oct. 17, 2019, 9:24 p.m.66
Hierarchical joint training model0.4114Oct. 17, 2019, 5:08 a.m.Xijie Huang, Yong-Lu Li, Xinpeng Liu (Shanghai Jiao Tong University)We apply a hierarchical joint training scheme…
FNet0.3965Oct. 17, 2019, 2:18 p.m.changgefusion model
geometry embedding baseline0.3292Oct. 17, 2019, 5:09 a.m.Rongjie Li, Haozhe Wang (ShanghaiaTech University, China)We resampled the detection boxes while training and added a module which embedding the relvant position of subject and object for encoded the geometry information.
zsp0.204Oct. 17, 2019, 5:26 a.m.

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