3 citations · 8 across the 3 of their papers we have counts for
3 papers
Smooth Proxy-Anchor Loss for Noisy Metric Learning
Carlos Roig, David Varas, Issey Masuda +2
Many industrial applications use Metric Learning as a way to circumvent scalability issues when designing systems with a high number of classes. Because of this, this field of rese…
Unsupervised Multi-label Dataset Generation from Web Data
Carlos Roig, David Varas, Issey Masuda +2
This paper presents a system towards the generation of multi-label datasets from web data in an unsupervised manner. To achieve this objective, this work comprises two main contrib…
Open-Ended Visual Question-Answering
Issey Masuda, Santiago Pascual de la Puente, Xavier Giro-i-Nieto
This thesis report studies methods to solve Visual Question-Answering (VQA) tasks with a Deep Learning framework. As a preliminary step, we explore Long Short-Term Memory (LSTM) ne…