[2017.11.13] Deep Hyperspherical Learning ***

[unizard]

NIPS2017 spotlight

Institute: GIT, CMU, CAS, etc URL: https://arxiv.org/pdf/1711.03189.pdf Interest: 2 Keyword: Normalization Method ( BN, SN, BN+SN ) web: http://wyliu.com/ git: https://github.com/wy1iu/SphereNet (tensorflow) (to appear)

[unizard]

Series works

• SphereFace: Deep Hypersphere Embedding for Face Recognition, CVPR 2017, Git (pytorch, caffe2),

• Deep Hyperspherical Defense against Adversarial Perturbations, Technical Report, 2017.

Deep Hypersher 라는 학술적 방법론으로 논문을 쭉쭉 쓰는 중...

[unizard]

Interactive Machine Teaching

이 주제도 매우 맘에 듬. 칭화대 졸업하고 미국으로 넘어간 똑똑한 친구네.. 부럽

• Iterative Machine Teaching, ICML 2017 (Oral), Git, Demo.
• Towards Black-box Iterative Machine Teaching, Technical Report, 2017