1 code implementation • 1 Aug 2020 • Omid Poursaeed, Tianxing Jiang, Han Qiao, Nayun Xu, Vladimir G. Kim
A point cloud can be rotated in infinitely many ways, which provides a rich label-free source for self-supervision.
Ranked #10 on 3D Point Cloud Linear Classification on ModelNet40
3D Point Cloud Linear Classification Self-Supervised Learning +1
1 code implementation • ICLR 2020 • Yichi Zhang, Ritchie Zhao, Weizhe Hua, Nayun Xu, G. Edward Suh, Zhiru Zhang
The proposed approach is applicable to a variety of DNN architectures and significantly reduces the computational cost of DNN execution with almost no accuracy loss.
no code implementations • 13 Jan 2018 • Nayun Xu, Bowen Tan, Bingyu Kong
Supervised learning is widely used in training autonomous driving vehicle.