Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: ClimateGAN: Raising Climate Change Awareness by Generating Images of
  Floods   Climate change is a major threat to humanity, and the actions required to
prevent its catastrophic consequences include changes in both policy-making and
individual behaviour. However, taking action requires understanding the effects
of climate change, even though they may seem abstract and distant. Projecting
the potential consequences of extreme climate events such as flooding in
familiar places can help make the abstract impacts of climate change more
concrete and encourage action. As part of a larger initiative to build a
website that projects extreme climate events onto user-chosen photos, we
present our solution to simulate photo-realistic floods on authentic images. To
address this complex task in the absence of suitable training data, we propose
ClimateGAN, a model that leverages both simulated and real data for
unsupervised domain adaptation and conditional image generation. In this paper,
we describe the details of our framework, thoroughly evaluate components of our
architecture and demonstrate that our model is capable of robustly generating
photo-realistic flooding.

5
The categories of this paper are: gr-qc
26
The categories of this paper are: bayes-an
31
The categories of this paper are: ao-sci
29
The categories of this paper are: funct-an
20
The categories of this paper are: acc-phys
10
The categories of this paper are: q-bio
23
The categories of this paper are: solv-int
11
The categories of this paper are: hep-lat
32
The categories of this paper are: atom-ph
37
The categories of this paper are: supr-con
7
The categories of this paper are: hep-th
22
The categories of this paper are: chao-dyn
17
The categories of this paper are: q-fin
21
The categories of this paper are: adap-org
13
The categories of this paper are: quant-ph
30
The categories of this paper are: q-alg