Samuel Felipe dos Santos

According to our database, Samuel Felipe dos Santos authored at least 12 papers between 2018 and 2023.

Collaborative distances:

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

2023

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters.

Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida

CoRR, 2023

Budget-Aware Pruning for Multi-domain Learning.

Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

Weakly supervised learning based on hypergraph manifold ranking.

João Gabriel Camacho Presotto, Samuel Felipe dos Santos, Lucas Pascotti Valem, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida, Daniel Carlos Guimarães Pedronette

J. Vis. Commun. Image Represent., 2022

Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning.

Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida

CoRR, 2022

A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification.

Mateus de Souza Miranda, Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Valdivino Alexandre de Santiago Júnior, Thales Sehn Körting, Jurandy Almeida

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2021

Less Is More: Accelerating Faster Neural Networks Straight from JPEG.

Samuel Felipe dos Santos, Jurandy Almeida

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data.

Samuel Felipe dos Santos, Jurandy Almeida

CoRR, 2020

Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain.

Samuel Felipe dos Santos, Jurandy Almeida

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG.

Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks.

Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida

Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

GIBIS at MediaEval 2019: Predicting Media Memorability Task.

Samuel Felipe dos Santos, Jurandy Almeida

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

2018

GIBIS at MediaEval 2018: Predicting Media Memorability Task.

Ricardo Manhães Savii, Samuel Felipe dos Santos, Jurandy Almeida

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018