'Representation learning' presentation slideshows

Introduction to Deep Learning

Introduction to Deep Learning. Data Science International Summer School Predeal August 26, 2018. Razvan C. Bunescu School of Electrical Engineering and Computer Science http://ace.cs.ohio.edu/~razvan bunescu@ohio.edu. Outline. Representation Learning. Feedforward Neural Networks:

1.26k views • 123 slides

Representation Learning: A Review and New Perspectives

1.47k views • 51 slides

Unsupervised Learning and Image Search

Unsupervised Learning and Image Search. Sung- Eui Yoon Associate Professor KAIST. http://sglab.kaist.ac.kr. Key Messages. Unsupervised learning: perform learning without labels Commonly start with features computed by unsupervised learning for higher-level supervised learning

494 views • 49 slides

Deep Learning

Deep Learning. Why?. Source: Huang et al., Communications ACM 01/2014.

516 views • 39 slides

Deep learning and applications to Natural language processing

Topic 3. Deep learning and applications to Natural language processing. outline. Deep learning overview Deep v. shallow architectures Representation learning Breakthroughs Learning principle: greedy layer-wise training Tera scale: data, model, resource Deep learning success

517 views • 20 slides

Learning Sentence Representation for Emotion Classification on Microblogs

Learning Sentence Representation for Emotion Classification on Microblogs. Duyu Tang, Bing Qin, Ting Liu, Zhenghua Li HIT-SCIR 10/21/2014. Outline. Motivation Representation Learning for Emotion Classification Experiment Results Conclusion and Future Work. Emotion Analysis on Microblog.

359 views • 19 slides

Effective and Efficient Sports Play Retrieval with Deep Representation Learning

Effective and Efficient Sports Play Retrieval with Deep Representation Learning. Zheng Wang 1 , Cheng Long 1 , Gao Cong 1 , Ce Ju 2 1 Nanyang Technological University 2 Intelligent Driving Group, Baidu Inc. Sports Data. Visual sports data : Widely used and accessed

184 views • 18 slides