Identity Preserve Transform: Understand What Activity Classification Models Have Learnt

Lyu Jialing
Lyu Jialing
Wei Xinyue
Wei Xinyue
Zha Zheng-Jun
Zha Zheng-Jun
Cited by: 0|Views24

Abstract:

Activity classification has observed great success recently. The performance on small dataset is almost saturated and people are moving towards larger datasets. What leads to the performance gain on the model and what the model has learnt? In this paper we propose identity preserve transform (IPT) to study this problem. IPT manipulates ...More

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