Speaker: Adrián Aranda Márquez. Abstract: Simple technical introduction for using SGE with AUDIAS servers (Son of Grid Engine) and CCC (UAM’s Central Computing Center).
Stabilising Reinforcement Learning with Past Action-State Representation Learning
Speaker: Tamas Endrei. Abstract: Although deep reinforcement learning (DRL) deals with sequential decision-making problems, temporal information representation is absent from state-of-the-art actor-critic algorithms. The reliance on only the current timestep information causes instability in concurrent actions. Furthermore, the over-reliance on… Read More
Study of the predictive capacity of the efficacy of platelet-rich plasma (PRP) treatments in joint injuries
Speaker: Berta Caunedo Castro. Abstract: This Final Degree Project evaluates Platelet-Rich Plasma (PRP) therapy as an alternative to traditional treatments for knee osteoarthritis, a prevalent joint condition. PRP uses regenerative growth factors from the patient’s blood, but its variability complicates… Read More
Enhancing Sound Event Detection and Speaker Verification employing weak supervision
Speaker: Sara Barahona Quirós. Abstract: In this seminar, we will explore approaches for training acoustic event detection and speaker verification systems employing limited labels. Specifically, for the first task, we will explain the optimization process of a system based on… Read More