Pedrini, Helio

9 publications

ICML 2025 Self-Organizing Visual Prototypes for Non-Parametric Representation Learning Thalles Silva, Helio Pedrini, Adı́n Ramı́rez Rivera

ICML 2024 Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features Thalles Silva, Helio Pedrini, Adı́n Ramı́rez Rivera

ICCVW 2023 Self-Supervised Learning of Contextualized Local Visual Embeddings Thalles Silva, Hélio Pedrini, Adín Ramírez Rivera

ICCVW 2023 SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-Based Question Answering Bruno Souza, Marius Aasan, Hélio Pedrini, Adín Ramírez Rivera

ICCVW 2023 When Layers Play the Lottery, All Tickets Win at Initialization Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini

WACV 2021 Adaptive Multiplane Image Generation from a Single Internet Picture Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos, Jhonatas S. Conceicao, Jose L. Flores-Campana, Luis G. L. Decker, Marcos R. Souza, Helio Pedrini, Antonio Joia, Otavio A. B. Penatti

ICCVW 2021 On the Effect of Pruning on Adversarial Robustness Artur Jordão, Hélio Pedrini

CVPRW 2020 Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark Edson R. Bollis, Hélio Pedrini, Sandra Avila

ICCVW 2019 Age Estimation from Facial Parts Using Compact Multi-Stream Convolutional Neural Networks Marcus A. Angeloni, Rodrigo de Freitas Pereira, Hélio Pedrini