Call for Late-Breaking Posters & Demos

Submission of Extended Abstracts due by 23rd May 2018

We are pleased to invite you to submit an extended abstract to support a late-breaking poster presentation or demonstration at LVA/ICA 2018, which will be held at the University of Surrey, Guildford, UK, from the 2nd to the 6th of July, 2018. Extended abstracts may provide an overview of prototype systems, initial concepts, and early results that may be of interest to the latent variable analysis and signal separation community.

If you would like to present your work as a poster or give a demo at the conference, please submit an extended abstract as a PDF (2 pages maximum) directly to lva.ica.2018@gmail.com by 23rd May for a light peer-review. Accepted abstracts will be not be included in the LVA/ICA 2018 proceedings, but will be made freely available via the conference website.

Download the Call for Late-Breaking Posters & Demo:
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Download the extended abstract template:
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Topics

Prospective authors are invited to submit extended abstracts in all areas related to latent variable analysis, independent component analysis and signal separation, including but not limited to:

  • Theory
    • Sparse coding, dictionary learning
    • Statistical and probabilistic modeling
    • Detection, estimation and performance criteria and bounds
    • Causality measures
    • Learning theory
    • Convex/nonconvex optimization tools
    • Sketching and censoring for large scale data
  • Models
    • General linear or nonlinear models of signals and data
    • Discrete, continuous, flat, or hierarchical models
    • Multilinear models
    • Time-varying, instantaneous, convolutive, noiseless, noisy, over-complete, or under-complete mixtures
    • Low-rank models, graph models, online models
  • Algorithms
    • Estimation, separation, identification, detection, blind and semi-blind methods, non-negative matrix factorization, tensor decomposition, adaptive and recursive estimation
    • Feature selection
    • Time-frequency and wavelet based analysis
    • Complexity analysis
  • Applications
    • Speech and audio separation, recognition, dereverberation and denoising
    • Auditory scene analysis
    • Image segmentation, separation, fusion, classification, texture analysis
    • Biomedical signal analysis, imaging, genomic data analysis, brain-computer interface
    • Non-conventional signals (e.g. graph signals, quantum sources)
  • Emerging related topics
    • Sparse learning
    • Deep learning
    • Social networks
    • Data mining
    • Artificial intelligence
    • Objective and subjective performance evaluation

Important Dates

Submission deadline (extended) 15/01/2018
04/02/2018
Full paper submission deadline 07/02/2018
Notification of acceptance 19/03/2018
Submission of separation results 01/04/2018
Author registration 06/04/2018
Camera ready submission 06/04/2018
University accommodation booking deadline 12/04/2018
Late-breaking submission deadline 23/05/2018
Summer School 02/07/2018
Conference 03-05/07/2018
Audio Day 06/07/2018