Samuel Felipe dos Santos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Weakly Supervised Learning

Action Recognition

Karhunen Loeve Transform

Top Venues

Publications

André Sacilotti, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation. CoRR (2024)
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Budget-Aware Pruning for Multi-domain Learning. ICIAP (2) (2023)
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters. CoRR (2023)
Samuel Felipe dos Santos, Rodrigo Ferreira Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida
Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning. CoRR (2022)
Mateus de Souza Miranda, Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Valdivino Alexandre de Santiago Júnior, Thales Sehn Körting, Jurandy Almeida
A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification. SIBGRAPI (2022)
João Gabriel Camacho Presotto, Samuel Felipe dos Santos, Lucas Pascotti Valem, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida, Daniel Carlos Guimarães Pedronette
Weakly supervised learning based on hypergraph manifold ranking. J. Vis. Commun. Image Represent. 89 (2022)
Samuel Felipe dos Santos, Jurandy Almeida
Less Is More: Accelerating Faster Neural Networks Straight from JPEG. CIARP (2021)
Samuel Felipe dos Santos, Jurandy Almeida
Less is More: Accelerating Faster Neural Networks Straight from JPEG. CoRR (2021)
Samuel Felipe dos Santos, Jurandy Almeida
Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data. CoRR (2020)
Samuel Felipe dos Santos, Jurandy Almeida
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain. CoRR (2020)
Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG. ICIP (2020)
Samuel Felipe dos Santos, Jurandy Almeida
Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain. SIBGRAPI (2020)
Samuel Felipe dos Santos, Jurandy Almeida
GIBIS at MediaEval 2019: Predicting Media Memorability Task. MediaEval (2019)
Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida
CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks. SIBGRAPI (2019)
Ricardo Manhães Savii, Samuel Felipe dos Santos, Jurandy Almeida
GIBIS at MediaEval 2018: Predicting Media Memorability Task. MediaEval (2018)