Samuel Felipe dos Santos

23 papers A 1B 1C 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
CNNs for JPEGs: Designing Cost-Efficient Stems.
J. Braz. Comput. Soc.
Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2026 — conf
Multi-Pathology Segmentation in Lumbar Spine MRI: A Comparative Deep Learning Approach.
VISAPP (3)
Claudio Leite, Samuel Felipe dos Santos, Jurandy Almeida
2025 J jnl
Beyond the known: Enhancing Open Set Domain Adaptation with unknown exploration.
Pattern Recognit. Lett.
Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2025 J jnl
Budget-aware pruning: Handling multiple domains with less parameters.
Pattern Recognit.
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2025 — conf
E-MLNet: Enhanced Mutual Learning for Universal Domain Adaptation with Sample-Specific Weighting.
SIBGRAPI
Samuel Felipe dos Santos, Tiago Agostinho de Almeida, Jurandy Almeida
2025 J jnl
E-MLNet: Enhanced Mutual Learning for Universal Domain Adaptation with Sample-Specific Weighting.
CoRR
Samuel Felipe dos Santos, Tiago Agostinho de Almeida, Jurandy Almeida
2025 A conf
Transferable-Guided Attention Is All You Need for Video Domain Adaptation.
WACV
André Sacilotti, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2024 J jnl
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration.
CoRR
Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2024 J jnl
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation.
CoRR
André Sacilotti, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2023 — conf
Budget-Aware Pruning for Multi-domain Learning.
ICIAP (2)
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2023 J jnl
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters.
CoRR
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2022 — conf
A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification.
SIBGRAPI
Mateus de Souza Miranda, Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Valdivino Alexandre de Santiago Júnior, Thales Sehn Körting, Jurandy Almeida
2022 J jnl
Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning.
CoRR
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
2022 J jnl
Weakly supervised learning based on hypergraph manifold ranking.
J. Vis. Commun. Image Represent.
João Gabriel Camacho Presotto, Samuel Felipe dos Santos, Lucas Pascotti Valem, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida, Daniel Carlos Guimarães Pedronette
2021 C conf
Less Is More: Accelerating Faster Neural Networks Straight from JPEG.
CIARP
Samuel Felipe dos Santos, Jurandy Almeida
2021 J jnl
Less is More: Accelerating Faster Neural Networks Straight from JPEG.
CoRR
Samuel Felipe dos Santos, Jurandy Almeida
2020 J jnl
Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data.
CoRR
Samuel Felipe dos Santos, Jurandy Almeida
2020 — conf
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain.
SIBGRAPI
Samuel Felipe dos Santos, Jurandy Almeida
2020 J jnl
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain.
CoRR
Samuel Felipe dos Santos, Jurandy Almeida
2020 B conf
The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG.
ICIP
Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2019 — conf
CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks.
SIBGRAPI
Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
2019 — conf
GIBIS at MediaEval 2019: Predicting Media Memorability Task.
MediaEval
Samuel Felipe dos Santos, Jurandy Almeida
2018 — conf
GIBIS at MediaEval 2018: Predicting Media Memorability Task.
MediaEval
Ricardo Manhães Savii, Samuel Felipe dos Santos, Jurandy Almeida