2 papers
cs.CV2024
FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models
Diego A. B. Moreira, Alef Iury Ferreira, Jhessica Silva +10
Despite significant advancements and pervasive use of vision-language models, a paucity of studies has addressed their ethical implications. These models typically require extensiv…
cs.PL2024
No Saved Kaleidosope: an 100% Jitted Neural Network Coding Language with Pythonic Syntax
Augusto Seben da Rosa, Marlon Daniel Angeli, Jorge Aikes Junior +7
We developed a jitted compiler for training Artificial Neural Networks using C++, LLVM and Cuda. It features object-oriented characteristics, strong typing, parallel workers for da…