Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Deep Kinship Verification via Appearance-shape Joint Prediction and
  Adaptation-based Approach   Kinship verification aims to identify the kin relation between two given face
images. It is a very challenging problem due to the lack of training data and
facial similarity variations between kinship pairs. In this work, we build a
novel appearance and shape based deep learning pipeline. First we adopt the
knowledge learned from general face recognition network to learn general facial
features. Afterwards, we learn kinship oriented appearance and shape features
from kinship pairs and combine them for the final prediction. We have evaluated
the model performance on a widely used popular benchmark and demonstrated the
superiority over the state-of-the-art.

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The categories of this paper are: q-alg
36
The categories of this paper are: cmp-lg
3
The categories of this paper are: physics
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The categories of this paper are: funct-an
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The categories of this paper are: alg-geom
9
The categories of this paper are: nlin
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The categories of this paper are: solv-int
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The categories of this paper are: chao-dyn
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The categories of this paper are: hep-ex
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The categories of this paper are: adap-org
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The categories of this paper are: gr-qc
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The categories of this paper are: q-bio
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The categories of this paper are: dg-ga
2
The categories of this paper are: math
31
The categories of this paper are: ao-sci
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The categories of this paper are: quant-ph