SS-IL: Separated Softmax for Incremental Learning

Author:

Ahn Hongjoon1,Kwak Jihwan2,Lim Subin3,Bang Hyeonsu1,Kim Hyojun4,Moon Taesup2

Affiliation:

1. Sungkyunkwan University,Department of Artificial Intelligence,Suwon,Korea

2. Seoul National University,Department of Electrical and Computer Engineering,Seoul,Korea

3. Sungkyunkwan University,Department of Computer Engineering,Suwon,Korea

4. Sungkyunkwan University,Department of Electronic and Electrical Engineering,Suwon,Korea

Publisher

IEEE

Reference35 articles.

1. Lifelong learning with dynamically expandable networks;yoon;International Conference on Learning Representations (ICLR),2018

2. Incremental Learning Using Conditional Adversarial Networks

3. Large Scale Incremental Learning

4. Continual learning with deep generative replay;shin;Advances in Neural Information Processing System (NIPS),2017

5. Maintaining Discrimination and Fairness in Class Incremental Learning

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