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SoDeLIA 2017 : Special Session on Deep Learning and Its Applications


When Nov 20, 2017 - Nov 22, 2017
Where Brunei
Submission Deadline Aug 10, 2017
Notification Due Aug 22, 2017
Final Version Due Sep 1, 2017
Categories    deep learning   image processing   machine learning   artificial intelligence

Call For Papers

SoDeLIA: Special Session on Deep Learning and Its Applications

Deep Learning is a new exciting trend in machine learning that learns a hierarchical representation of input data without crafting the features explicitly. This enables an implementation of end-to-end generic machine learning algorithms. We encourage researchers to submit their unpublished papers in the following areas, but not limited to:

- Deep learning architectures: convolution neural networks, deep neural networks, deep belief networks, generative adversarial networks, recurrent neural networks, long-short-term memory, deep reinforcement learning, etc.
- Deep representation learning: deep structured learning, hierarchical learning, deep structured semantic annotations/models, etc.
- Applications of deep learning in computer vision, natural language processing, speech recognition, audio processing, etc.
- Applications of deep learning in creative industries: 3D modeling, games, graphic design, artistic style transfer, algorithmic music/text compositions, generative art, etc.
- Others: deep learning algorithms, parallel between deep learning and neuroscience, end-to-end learning, etc.

Important Dates for SoDeLIA
Paper submission deadline: 10 August 2017
Notification due: 22 August 2017
Camera ready paper and Registration due: 1 September 2017
Conference dates: 20-22 November 2017

SoDeLIA is part of MIWAI 2017. SoDeLIA accepts two categories of research and application papers:

Regular papers (8-14 pages, 20 mins oral presentation)
Short papers (6 pages, poster presentation or 20 mins oral presentation)

All accepted and presented papers will be included in the proceedings of MIWAI 2017 which will be published by Springer in LNAI, a topical subseries of LNCS focusing on artificial intelligence (Indexed in the ISI Conference Proceedings Citation Index, Scopus, EI Engineering Index, Google Scholar, DBLP, etc.)


Fast Track: Authors of best papers will be invited to submit extended versions (at least 30% of new content) of their work to be appreciated for publication in a Fast Track submission process of the Elsevier Applied Soft Computing (ASOC) Journal.

Related Resources

ECCV 2018   European Conference on Computer Vision
ACML 2018   The 10th Asian Conference on Machine Learning
DLCAMD 2018   Deep Learning for Computer-aided Medical Diagnosis (Multimedia Tools and Applications)
ISIA 2018   Third International Symposium on Informatics and its Applications
BMVC 2018   British Machine Vision Conference
IJMVSC 2018   The International Journal of Managing Value and Supply Chains
DLS 2018   1st Deep Learning and Security Workshop
ICDM 2018   IEEE International Conference on Data Mining
WACV 2019   IEEE Winter Conf. on Applications of Computer Vision,
(Book) DLCV 2018   Deep Learning in Computer Vision: Theories and Applications