2 papers
cs.LG2025
Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning
Victor Ulisses Pugliese, Oséias F. de A. Ferreira, Fabio A. Faria
This paper proposes a novel approach based on deep reinforcement learning (DRL) for the 2D+1 packing problem with spatial constraints. This problem is an extension of the tradition…
cs.CV2024
FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization
Fabio A. Faria, Mateus M. Souza, Raoni F. da S. Teixeira +1
The proliferation of deep learning solutions and the scarcity of large annotated datasets pose significant challenges in real-world applications. Various strategies have been explo…