JavierHow can Transformers handle variable length input?Exposing one of the most untapped properties of self-attention·4 min read·Mar 3, 2024--1--1
JavierInsights from a Senior AI Research EngineerSelf reflected learnings with examples from my experience·11 min read·May 29, 2023----
JavierPyTorch BatchNorm2D Weights ExplainedUnderstanding PyTorch BatchNorm2D and its weights·3 min read·Jul 17, 2022----
JavierinTowards Data SciencePytorch Conv2d Weights ExplainedUnderstanding weights dimension, visualization, number of parameters and the infamous size mismatch·5 min read·Nov 26, 2021--1--1
JavierinTowards Data ScienceHuman Priors in Object DetectionWhat we tell the AI determines how it learns·8 min read·Mar 9, 2021----
JavierinTowards Data ScienceTensorFlow 2.1: A How-ToThe keras mode, the eager mode and the graph mode·8 min read·Apr 19, 2020--1--1
JavierinTowards Data ScienceKeras Custom Training LoopHow to build a custom training loop in Keras at a lower level of abstraction, K.function, get_updates usage and other stuff under the hood·9 min read·Oct 19, 2019--3--3
JavierHow to write a linux device driverA beautiful guide for the Hello World of the device driver programming6 min read·Aug 20, 2017--4--4