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Scopus Author ID: 57205390799

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Works (9)

Beyond the known: Enhancing Open Set Domain Adaptation with unknown exploration

Pattern Recognition Letters
2025-03 | Journal article
DOI: 10.1016/j.patrec.2024.12.010
Contributors: Lucas Fernando Alvarenga e Silva; Samuel Felipe dos Santos; Nicu Sebe; Jurandy Almeida
Source: check_circle
Crossref

Budget-Aware Pruning for Multi-domain Learning

2023 | Book chapter
DOI: 10.1007/978-3-031-43153-1_40
Contributors: Samuel Felipe dos Santos; Rodrigo Berriel; Thiago Oliveira-Santos; Nicu Sebe; Jurandy Almeida
Source: check_circle
Crossref

Weakly supervised learning based on hypergraph manifold ranking

Journal of Visual Communication and Image Representation
2022-11 | Journal article
DOI: 10.1016/j.jvcir.2022.103666
Part of ISSN: 1047-3203
Contributors: João Gabriel Camacho Presotto; Samuel Felipe dos Santos; Lucas Pascotti Valem; Fabio Augusto Faria; João Paulo Papa; Jurandy Almeida; Daniel Carlos Guimarães Pedronette
Source: Self-asserted source
Samuel Felipe dos Santos

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

2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2022-10-24 | Conference paper
DOI: 10.1109/sibgrapi55357.2022.9991746
Contributors: Mateus De Souza Miranda; Lucas Fernando Alvarenga e Silva; Samuel Felipe Dos Santos; Valdivino Alexandre de Santiago Junior; Thales Sehn Korting; Jurandy Almeida
Source: Self-asserted source
Samuel Felipe dos Santos

Less Is More: Accelerating Faster Neural Networks Straight from JPEG

2021 | Book chapter
DOI: 10.1007/978-3-030-93420-0_23
Contributors: Samuel Felipe dos Santos; Jurandy Almeida
Source: check_circle
Crossref

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

2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2020-11 | Conference paper
DOI: 10.1109/sibgrapi51738.2020.00017
ISBN: 9781728192741
Source: Self-asserted source
Samuel Felipe dos Santos

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

2020 IEEE International Conference on Image Processing (ICIP)
2020-10 | Conference paper
DOI: 10.1109/icip40778.2020.9190741
ISBN: 9781728163956
Source: Self-asserted source
Samuel Felipe dos Santos

CV-C3D: Action recognition on compressed videos with convolutional 3D networks

Proceedings - 32nd Conference on Graphics, Patterns and Images, SIBGRAPI 2019
2019 | Conference paper
DOI: 10.1109/SIBGRAPI.2019.00012
EID:

2-s2.0-85077063318
Contributors: Dos Santos, S.F.; Sebe, N.; Almeida, J.
Source: Self-asserted source
Samuel Felipe dos Santos via Scopus - Elsevier

GIBIS at MediaEval 2018: Predicting media memorability task

CEUR Workshop Proceedings
2018 | Conference paper
EID:

2-s2.0-85059853212

Part of ISBN:

16130073
Contributors: Savii, R.M.; Dos Santos, S.F.; Almeida, J.
Source: Self-asserted source
Samuel Felipe dos Santos via Scopus - Elsevier
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