Silva, Thalles

4 publications

ICLR 2026 Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning Gabriel Y. Arteaga, Marius Aasan, Rwiddhi Chakraborty, Martine Hjelkrem-Tan, Thalles Silva, Michael Kampffmeyer, Adín Ramírez Rivera

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