Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Attention Flow: End-to-End Joint Attention Estimation   This paper addresses the problem of understanding joint attention in
third-person social scene videos. Joint attention is the shared gaze behaviour
of two or more individuals on an object or an area of interest and has a wide
range of applications such as human-computer interaction, educational
assessment, treatment of patients with attention disorders, and many more. Our
method, Attention Flow, learns joint attention in an end-to-end fashion by
using saliency-augmented attention maps and two novel convolutional attention
mechanisms that determine to select relevant features and improve joint
attention localization. We compare the effect of saliency maps and attention
mechanisms and report quantitative and qualitative results on the detection and
localization of joint attention in the VideoCoAtt dataset, which contains
complex social scenes.

10
The categories of this paper are: q-bio
2
The categories of this paper are: math
22
The categories of this paper are: chao-dyn
16
The categories of this paper are: stat
17
The categories of this paper are: q-fin
29
The categories of this paper are: funct-an
30
The categories of this paper are: q-alg
5
The categories of this paper are: gr-qc
3
The categories of this paper are: physics
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The categories of this paper are: econ
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The categories of this paper are: hep-th
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The categories of this paper are: dg-ga
36
The categories of this paper are: cmp-lg
33
The categories of this paper are: plasm-ph
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The categories of this paper are: astro-ph
35
The categories of this paper are: mtrl-th