GIBIS at MediaEval 2018: Predicting Media Memorability Task. - Ricardo Manhães Savii; Samuel Felipe dos Santos; Jurandy Almeida (MediaEval, 2018)

GIBIS at MediaEval 2019: Predicting Media Memorability Task. - Samuel Felipe dos Santos; Jurandy Almeida (MediaEval, 2019)

CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks. - Samuel Felipe dos Santos; Nicu Sebe; Jurandy Almeida (SIBGRAPI, 2019)

The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG. - Samuel Felipe dos Santos; Nicu Sebe; Jurandy Almeida (ICIP, 2020)

Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain. - Samuel Felipe dos Santos; Jurandy Almeida (SIBGRAPI, 2020)

Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data. - Samuel Felipe dos Santos; Jurandy Almeida (CoRR, 2020)

Less Is More: Accelerating Faster Neural Networks Straight from JPEG. - Samuel Felipe dos Santos; Jurandy Almeida (CIARP, 2021)

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 (SIBGRAPI, 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)

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)

Budget-Aware Pruning for Multi-domain Learning. - Samuel Felipe dos Santos; Rodrigo Ferreira Berriel; Thiago Oliveira-Santos; Nicu Sebe; Jurandy Almeida (ICIAP (2), 2023)

TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation. - André Sacilotti; Samuel Felipe dos Santos; Nicu Sebe; Jurandy Almeida (CoRR, 2024)

Transferable-Guided Attention Is All You Need for Video Domain Adaptation. - André Sacilotti; Samuel Felipe dos Santos; Nicu Sebe; Jurandy Almeida (WACV, 2025)

Budget-aware pruning: Handling multiple domains with less parameters. - Samuel Felipe dos Santos; Rodrigo Ferreira Berriel; Thiago Oliveira-Santos; Nicu Sebe; Jurandy Almeida (Pattern Recognit., 2025)

Beyond the known: Enhancing Open Set Domain Adaptation with unknown exploration. - Lucas Fernando Alvarenga e Silva; Samuel Felipe dos Santos; Nicu Sebe; Jurandy Almeida (Pattern Recognit. Lett., 2025)