Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Solving the Families In the Wild Kinship Verification Challenge by
  Program Synthesis   Kinship verification is the task of determining whether a parent-child,
sibling, or grandparent-grandchild relationship exists between two people and
is important in social media applications, forensic investigations, finding
missing children, and reuniting families. We demonstrate high quality kinship
verification by participating in the 2021 Recognizing Families in the Wild
challenge which provides the largest publicly available dataset in the field.
Our approach is among the top 3 winning entries in the competition. We ensemble
models written by both human experts and a foundation model, OpenAI Codex,
trained on text and code. We use Codex to generate model variants, and also
demonstrate its ability to generate entire running programs for kinship
verification tasks of specific relationships.

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The categories of this paper are: math
37
The categories of this paper are: supr-con
17
The categories of this paper are: q-fin
0
The categories of this paper are: hep-ph
8
The categories of this paper are: hep-ex
10
The categories of this paper are: q-bio
27
The categories of this paper are: comp-gas
24
The categories of this paper are: dg-ga
16
The categories of this paper are: stat
33
The categories of this paper are: plasm-ph
28
The categories of this paper are: alg-geom
25
The categories of this paper are: patt-sol
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The categories of this paper are: gr-qc
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The categories of this paper are: cond-mat
35
The categories of this paper are: mtrl-th
32
The categories of this paper are: atom-ph