Now showing items 1-3 of 3

  • Cross-modal embeddings for video and audio retrieval 

    Surís Coll-Vinent, Dídac; Duarte, Amanda; Salvador Aguilera, Amaia; Torres Viñals, Jordi; Giró Nieto, Xavier (Springer, 2019)
    Conference report
    Open Access
    In this work, we explore the multi-modal information provided by the Youtube-8M dataset by projecting the audio and visual features into a common feature space, to obtain joint audio-visual embeddings. These links are used ...
  • How concepts emerge in neural networks 

    Surís Coll-Vinent, Dídac (Universitat Politècnica de Catalunya, 2018-10-17)
    Master thesis
    Restricted access - author's decision
    Covenantee:  Massachusetts Institute of Technology
    Deep learning models, and more specifically computer vision systems, have achieved great results in recent years. However, the interpretability and understanding of these models is still in its early stages. Interpretability ...
  • Joint routing and resource allocation for wireless backhauling of small cell networks 

    Surís Coll-Vinent, Dídac (Universitat Politècnica de Catalunya, 2016-06-14)
    Bachelor thesis
    Open Access
    The future communication networks are destined to support an increasingly large amount of data traffic, and for that reason, efficient mechanisms to manage them are necessary. Based on a backhaul network, and starting from ...