1.8k citations · 1.8k across the 3 of their papers we have counts for
6 papers
Transcription-Enriched Joint Embeddings for Spoken Descriptions of Images and Videos
Benet Oriol, Jordi Luque, Ferran Diego +1
In this work, we propose an effective approach for training unique embedding representations by combining three simultaneous modalities: image and spoken and textual narratives. Th…
Detection of speech events and speaker characteristics through photo-plethysmographic signal neural processing
Guillermo Cámbara, Jordi Luque, Mireia Farrús
The use of photoplethysmogram signal (PPG) for heart and sleep monitoring is commonly found nowadays in smartphones and wrist wearables. Besides common usages, it has been proposed…
Seeing and Hearing Egocentric Actions: How Much Can We Learn?
Alejandro Cartas, Jordi Luque, Petia Radeva +2
Our interaction with the world is an inherently multimodal experience. However, the understanding of human-to-object interactions has historically been addressed focusing on a sing…
Input complexity and out-of-distribution detection with likelihood-based generative models
Joan Serrà, David Álvarez, Vicenç Gómez +3
Likelihood-based generative models are a promising resource to detect out-of-distribution (OOD) inputs which could compromise the robustness or reliability of a machine learning sy…
How Much Does Audio Matter to Recognize Egocentric Object Interactions?
Alejandro Cartas, Jordi Luque, Petia Radeva +2
Sounds are an important source of information on our daily interactions with objects. For instance, a significant amount of people can discern the temperature of water that it is b…
From time series to complex networks: the visibility graph
Lucas Lacasa, Bartolo Luque, Fernando Ballesteros +2
In this work we present a simple and fast computational method, the visibility algorithm, that converts a time series into a graph. The constructed graph inherits several propertie…