154 citations · 159 across the 7 of their papers we have counts for
7 papers
Recent Advances in Software Effort Estimation using Machine Learning
Victor Uc-Cetina
An increasing number of software companies have already realized the importance of storing project-related data as valuable sources of information for training prediction models. S…
Robot path planning using deep reinforcement learning
Miguel Quinones-Ramirez, Jorge Rios-Martinez, Victor Uc-Cetina
Autonomous navigation is challenging for mobile robots, especially in an unknown environment. Commonly, the robot requires multiple sensors to map the environment, locate itself, a…
Aligning a medium-size GPT model in English to a small closed domain in Spanish
Oscar R. Navarrete-Parra, Victor Uc-Cetina, Jorge Reyes-Magana
In this paper, we propose a methodology to align a medium-sized GPT model, originally trained in English for an open domain, to a small closed domain in Spanish. The application fo…
A Review on Generative Adversarial Networks for Data Augmentation in Person Re-Identification Systems
Victor Uc-Cetina, Laura Alvarez-Gonzalez, Anabel Martin-Gonzalez
Interest in automatic people re-identification systems has significantly grown in recent years, mainly for developing surveillance and smart shops software. Due to the variability…
Batchless Normalization: How to Normalize Activations Across Instances with Minimal Memory Requirements
Benjamin Berger, Victor Uc Cetina
In training neural networks, batch normalization has many benefits, not all of them entirely understood. But it also has some drawbacks. Foremost is arguably memory consumption, as…
Survey on reinforcement learning for language processing
Victor Uc-Cetina, Nicolas Navarro-Guerrero, Anabel Martin-Gonzalez +2
In recent years some researchers have explored the use of reinforcement learning (RL) algorithms as key components in the solution of various natural language processing tasks. For…
Fixing Errors of the Google Voice Recognizer through Phonetic Distance Metrics
Diego Campos-Sobrino, Mario Campos-Soberanis, Iván Martínez-Chin +1
Speech recognition systems for the Spanish language, such as Google's, produce errors quite frequently when used in applications of a specific domain. These errors mostly occur whe…