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Template LaTeX JNM 2022
Template LaTeX pour les
22èmes journées Nationales Microondes
7 au 10 juin 2022 - Limoges
Date limite de soumission : 06 décembre 2021
https://jnm2022.sciencesconf.org/
Kevin Nadaud

Our current ISon template
Template for the Interactive Sonification (ISon) workshop proceedings.
Kjetil Falkenberg Hansen

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

A Basic Conference Abstract Booklet
This is an example of a very, very basic conference abstract booklet, with an author index. Each abstract can have an optional text that will be displayed in the margin — e.g. the time and room of the presentation.
LianTze Lim

Abstract Template for Conference
A template for a scientific abstract for a mini-conference
UU

SoPhiC_WP_English
Working paper template for the submission to the SoPhIC Editorial. For questions regarding the usage of this template, please contact: editorial@sophicol.org
Tito D. Peña-Montenegro

SoPhiC_WP_Español
Plantilla de Working Paper para la Editorial SoPhIC. Para resolver dudas relacionadas con el uso de esta plantilla por favor contactar a editorial@sophicol.org
Tito D. Peña-Montenegro