posted by system || 1769 views || tracked by 1 users: [display]

DL&RL 2014 : Deep Learning and Representation Learning Workshop at NIPS'2014

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/site/deeplearningworkshopnips2014/call-for-papers
 
When Dec 12, 2014 - Dec 12, 2014
Where Montreal
Submission Deadline Oct 1, 2014
Notification Due Oct 31, 2014
 

Call For Papers

Deep Learning algorithms attempt to discover good representations, at multiple levels of abstraction. There has been rapid progress in this area in recent years, both in terms of algorithms and in terms of applications, but many challenges remain. The workshop aims at bringing together researchers in that field and discussing these challenges, brainstorming about new solutions.

The workshop invites paper submissions that will be either presented as oral or in poster format. We encourage submissions on the following (non-exhaustive) list of topics:

* deep learning algorithms and models (supervised or unsupervised, including about building blocks of deep nets, like RBMs and auto-encoders, etc.)
* inference and optimization algorithms
* semi-supervised, transfer learning, and multi-modal algorithms
* theoretical foundations of deep learning (both supervised and unsupervised)
* applications of deep learning (convolutional networks, word and sentence representation models, etc.)

Through invited talks, a panel discussion and presentations by the participants, this workshop will showcase the latest advances in deep learning and address questions that are at the centre of current deep learning research. Panel discussions will be led by the members of the organizing committee as well as by prominent representatives of the machine learning, computer vision and natural language processing communities.

Related Resources

ETHE Blearning 2017   Blended learning in higher education: research findings
ACML 2017   The 9th Asian Conference on Machine Learning
NIPS 2017   The Thirty-first Annual Conference on Neural Information Processing Systems
ICPR 2018   24th International Conference on Pattern Recognition
IoMT Big Data 2017   Towards Smarter Cities: Learning from Internet of Multimedia Things-Generated Big Data
ISICS 2018   International Symposium on Intelligent Computing Systems - ISICS 2018
GCA 2017   The Second International Workshop on GPU Computing and Applications
ICAISC 2018   International Conference on Artificial Intelligence and Soft Computing
LOPAL 2018   International Conference on Learning and Optimization Algorithms: Theory and Applications
ICRAE - IEEE 2017   IEEE--2017 2nd International Conference on Robotics and Automation Engineering (ICRAE 2017) - IEEE Xplore and Ei Compendex