3 papers
cs.CV2026
SPARE: Self-distillation for PARameter-Efficient Removal
Natnael Mola, Leonardo S. B. Pereira, Carolina R. Kelsch +2
Machine Unlearning aims to remove the influence of specific data or concepts from trained models while preserving overall performance, a capability increasingly required by data pr…
cs.IR2025
Comparison of Information Retrieval Techniques Applied to IT Support Tickets
Leonardo Santiago Benitez Pereira, Robinson Pizzio, Samir Bonho
Institutions dependent on IT services and resources acknowledge the crucial significance of an IT help desk system, that act as a centralized hub connecting IT staff and users for…
cs.CV2025
PAT++: a cautionary tale about generative visual augmentation for Object Re-identification
Leonardo Santiago Benitez Pereira, Arathy Jeevan
Generative data augmentation has demonstrated gains in several vision tasks, but its impact on object re-identification - where preserving fine-grained visual details is essential…