A Computational Approach for Generative Modeling and Supervised Classification: Comparative Evaluation of GAN and Diffusion Models for Histological Data Augmentation.

Bianca Lançoni de Oliveira Garcia Bianca Lançoni de Oliveira Garcia Guilherme Botazzo Rozendo Thiago Leal Pozati Thaína Aparecida Azevedo Tosta Marcelo Zanchetta do Nascimento Leandro Alves Neves A Computational Approach for Generative Modeling and Supervised Classification: Comparative Evaluation of GAN and Diffusion Models for Histological Data Augmentation. 435-442 2026 VISAPP (1) https://doi.org/10.5220/0014333900004084 conf/visapp/2026-1 db/conf/visapp/visapp2026-1.html#GarciaRPTNN26 Vinicius Augusto Toreli Borgue Bianca Lançoni de Oliveira Garcia Sérgio Augusto Pelicano Júnior Guilherme Freire Roberto Guilherme Botazzo Rozendo Leandro Alves Neves Alessandro Santana Martins Thaína Aparecida Azevedo Tosta Marcelo Zanchetta do Nascimento Association of Fractal Geometry and Data Augmentation Through GANs and XAI for Classification of Histology Images. 756-762 2025 ICEIS (1) https://doi.org/10.5220/0013280200003929 conf/iceis/2025-1 db/conf/iceis/iceis2025-1.html#BorgueGJRRNMTN25 Vinicius Augusto Toreli Borgue Sérgio Augusto Pelicano Júnior Alessandro Santana Martins Marcelo Zanchetta do Nascimento Leandro Alves Neves Thiago Leal Pozati Guilherme Freire Roberto Guilherme Botazzo Rozendo Thaína A. A. TostaThaína Aparecida Azevedo Tosta