1 citations · 1 across the 3 of their papers we have counts for
3 papers
Attribute-Aware Controlled Product Generation with LLMs for E-commerce
Virginia Negri, Víctor Martínez Gómez, Sergio A. Balanya +1
Product information extraction is crucial for e-commerce services, but obtaining high-quality labeled datasets remains challenging. We present a systematic approach for generating…
Probabilistic Fusion and Calibration of Neural Speaker Diarization Models
Juan Ignacio Alvarez-Trejos, Sergio A. Balanya, Daniel Ramos +1
End-to-End Neural Diarization (EEND) systems produce frame-level probabilistic speaker activity estimates, yet since evaluation focuses primarily on Diarization Error Rate (DER), t…
Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks
Sergio A. Balanya, Juan Maroñas, Daniel Ramos
In this paper, we study the post-hoc calibration of modern neural networks, a problem that has drawn a lot of attention in recent years. Many calibration methods of varying complex…