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Livro Adaptado da Apostila do Rev. Everton Barcelos Tokashiki para Classes de Novos Membros da Igreja Presbiteriana do Brasil.

A Template for a Bachelor of Engineering Final Year Project report for Dayananda Sagar College of Engineering.

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.

Thesis Template made following University at Albany, State University of New York guideline

This is the official Leiden Observatory thesis template. It is optimised for writing a Bachelor or Master thesis in Astronomy and contains integrated custom Astronomy units. It supports a cover image, title page, fully automated nomenclature and more. The colour palette is selected around the colour of the Leiden University logo, but all logos are interchangeable. Complete instructions and examples are included in the document. Licensed under CC BY-NC-SA 4.0 (see document).

A0 Portrait poster template forked from the unofficial poster template for University of Nottingham by Agajan Torayev, based on the beamerposter package

A template for M.Sc. and Ph.D. theses in Tel-Aviv university. While this version is tailor-made for theses in mathematics, this can be modified to work for any field of study.

This is a proof for the following claim: Prove that if n is a positive integer, then n is odd if and only if 5n+6 is odd.

Thesis presentation created using the Beamer arrows template from TeXample.net
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