1 code implementation • 11 Feb 2024 • Leandro A. Passos, Douglas Rodrigues, Danilo Jodas, Kelton A. P. Costa, Ahsan Adeel, João Paulo Papa
This paper presents BioNeRF, a biologically plausible architecture that models scenes in a 3D representation and synthesizes new views through radiance fields.
no code implementations • 12 Feb 2022 • Leandro A. Passos, Danilo Jodas, Kelton A. P. da Costa, Luis A. Souza Júnior, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
Recent advancements in deep learning generative models have raised concerns as they can create highly convincing counterfeit images and videos.
1 code implementation • 30 Dec 2019 • Gustavo H. de Rosa, Douglas Rodrigues, João P. Papa
Optimization aims at selecting a feasible set of parameters in an attempt to solve a particular problem, being applied in a wide range of applications, such as operations research, machine learning fine-tuning, and control engineering, among others.
1 code implementation • 18 Apr 2017 • Joao Paulo Papa, Gustavo Henrique Rosa, Douglas Rodrigues, Xin-She Yang
Optimization techniques play an important role in several scientific and real-world applications, thus becoming of great interest for the community.