Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator
  for Human Trajectory Prediction   We propose a Convolutional Neural Network-based approach to learn, detect,and
extract patterns in sequential trajectory data, known here as Social Pattern
Extraction Convolution (Social-PEC). A set of experiments carried out on the
human trajectory prediction problem shows that our model performs comparably to
the state of the art and outperforms in some cases. More importantly,the
proposed approach unveils the obscurity in the previous use of pooling layer,
presenting a way to intuitively explain the decision-making process.

37
The categories of this paper are: supr-con
30
The categories of this paper are: q-alg
10
The categories of this paper are: q-bio
13
The categories of this paper are: quant-ph
9
The categories of this paper are: nlin
23
The categories of this paper are: solv-int
34
The categories of this paper are: chem-ph
17
The categories of this paper are: q-fin
14
The categories of this paper are: math-ph
29
The categories of this paper are: funct-an
6
The categories of this paper are: astro-ph
4
The categories of this paper are: cond-mat
16
The categories of this paper are: stat
33
The categories of this paper are: plasm-ph
24
The categories of this paper are: dg-ga
0
The categories of this paper are: hep-ph