Gallery Items tagged Two-column

F1000Research Journal Article TemplateOfficial
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Overleaf and F1000Research

template_assignment (ECL)
Homework Assignment Article
LaTeX Template
Version 1.3.1 (ECL) (08/08/17)
Victor Zimmermann

Conservative Wasserstein Training for Pose Estimation
Paper presented at ICCV 2019.
This paper targets the task with discrete and periodic
class labels (e.g., pose/orientation estimation) in the context of deep learning. The commonly used cross-entropy or
regression loss is not well matched to this problem as they
ignore the periodic nature of the labels and the class similarity, or assume labels are continuous value. We propose to
incorporate inter-class correlations in a Wasserstein training framework by pre-defining (i.e., using arc length of a
circle) or adaptively learning the ground metric. We extend
the ground metric as a linear, convex or concave increasing
function w.r.t. arc length from an optimization perspective.
We also propose to construct the conservative target labels
which model the inlier and outlier noises using a wrapped
unimodal-uniform mixture distribution. Unlike the one-hot
setting, the conservative label makes the computation of
Wasserstein distance more challenging. We systematically
conclude the practical closed-form solution of Wasserstein
distance for pose data with either one-hot or conservative
target label. We evaluate our method on head, body, vehicle and 3D object pose benchmarks with exhaustive ablation studies. The Wasserstein loss obtaining superior performance over the current methods, especially using convex mapping function for ground metric, conservative label,
and closed-form solution.
Xiaofeng Liu, Yang Zou, Tong Che, Peng Ding, Ping Jia, Jane You, B.V.K. Vijaya Kumar

MicroSympTemplate
Micromouse Symposium article template.
Antonio Valente

Modelo_INATEL_PG_SAISEE
Modelo de TCC para alunos do Programa de Pós-Graduação em Automação Industrial e Sistemas Eletro-Eletrônicos
Phyllipe Lima, Nicole Luz

SecurePost - An Android Tool for Trusted Social Media Posts
his project is part of the FlowNet initiative.
FlowNet aims at providing Internet freedom and free flow
information through socially informed, censor resistant online
social networks. My contribution for FLowNet is in devel-
oping an Android application, SecurePost. The requirement
for SecurePost is two-fold. First, the system should facilitate
secure, anonymous, group communication within a closed
group of trusted members. Second, the general public on the
Internet viewing this content, should be able to verify that the
content was generated only by the said closed group of trusted
members. The system consists of an Android client application,
a proxy server and a browser-plugin. The OSNs supported by
this system are Twitter and Facebook.
pritha

Jayanth Devulapally's Résumé
Created using the Deedy CV/Resume
XeLaTeX Template
Version 1.0 (5/5/2014)
jayanth devulapally

Modelo de Relatorio IFPR Campo Largo
Template para relatórios em formato de artigo em duas colunas
Diego Tefili

Modelo SBC/SIRC 2017
Modelo de publicação para o SIRC 2017 - Centro Universitário Franciscano, baseado no Template SBC
Eric Felipe Barros Marques