Combining Constructive and Perturbative Deep Learning Algorithms for the Capacitated Vehicle Routing Problem

2 code implementations • 25 Nov 2022 • Roberto García-Torres, Alitzel Adriana Macias-Infante, Santiago Enrique Conant-Pablos, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín

Furthermore, we improve the Attention Model-Dynamic for the Capacitated Vehicle Routing Problem by proposing a memory-efficient algorithm that reduces its memory complexity by a factor of the number of nodes.

A Straightforward Framework For Video Retrieval Using CLIP

1 code implementation • 24 Feb 2021 • Jesús Andrés Portillo-Quintero, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín

In this work, we explore the application of the language-image model, CLIP, to obtain video representations without the need for said annotations.

Retrieval Video Retrieval