Joao Paulo Schwarz Schuler

According to our database, Joao Paulo Schwarz Schuler authored at least 4 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Effective Approaches for Improving the Efficiency of Deep Convolutional Neural Networks for Image Classification

Joao Paulo Schwarz Schuler

PhD thesis, 2022

An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints.

Joao Paulo Schwarz Schuler, Santiago Romani Also, Domenec Puig, Hatem A. Rashwan, Mohamed Abdel-Nasser

Entropy, 2022

2021

Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet.

Joao Paulo Schwarz Schuler, Santiago Romaní, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig

Proceedings of the Artificial Intelligence Research and Development, 2021

Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches.

Joao Paulo Schwarz Schuler, Santiago Romaní, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig

Proceedings of the Artificial Intelligence Research and Development, 2021