Introduction to Affective Computing (2 hours): Guoying Zhao, University of Oulu
What are emotions and how they affect to us? (2 hours): Veikko Surakka, University of Tampere
Speech analysis (2 hours): Eero Väyrynen, University of Oulu
Biosignals and multimodal fusion (2 hours): Tapio Seppänen, University of Oulu
Recent trends in kernel based machine learning (2 hours): Alexandros Iosifidis, Tampere University of TechnologyPose and gaze analysis (2 hours): Xiaopeng Hong, University of Oulu Afternoon:
MORE – a multimodal observation and analysis system for social interaction research (2 hours): Sami Huttunen, University of Oulu
Recent research and projects related to affective computing (2 hours): Guoying Zhao, University of Oulu
The summer school is held in Rokua health&spa. Bus transfer will be available from Oulu to Rokua on August 15, and from Rokua to Oulu on August 17.
The course fee is 550 € that includes accommodation in a shared room, spa, breakfasts, lunches, dinners, social program and bus transportation Oulu-Rokua-Oulu.
Students belonging the DENIS: your registration fee will be covered by DENIS. For details, ask your local contact person.
To register, send an email titled “DENIS summer school registration” to Xiaopeng Hong (email@example.com) with the following information: your name, organization, contact information, and name of supervisor.
Registration deadline June 27.
Students will receive a certificate based on active participation in lectures, completing exercises, and returning a report about the summer school. The summer school is worth 2 ECTS credits.
Doctoral Education Network in Intelligent Systems DENIS will organize a
Registration deadline June 17, 2015
Summer school August 17-19, 2015Prof. Tapani Raiko, Aalto University Dr. Razvan Pascanu, Google DeepMind Prof. KyungHyun Cho, New York University Assistants Dr. Jyri Kivinen, MSc. Mathias Berglund, Msc Antti Rasmus, MSc Mudassar Abbas, Yao Lu, Gerben, Alex Gao Program
|10:00-11:30||Introduction to Deep Learning||Raiko||lecture hall AS1|
|12:30-14:00||GPU processing with Theano (and CUDA)||Pascanu||AS1|
|14:30-17:00||Team work with own data (with assistance)||AS3, 1021-1022|
|9:00-10:30||Recurrent neural networks for time-series modelling||Cho||AS1|
|11:00-12:30||Convolutional networks for computer vision||Raiko||AS1|
|13:30-16:30||Team work with own data (with assistance)||AS3, 1021-1022|
|9:00-10:00||Combining unsupervised and supervised learning (and the Ladder network)||Raiko||AS1|
|10:30-11:30||Reinforcement learning with deep learning||Pascanu||AS1|
|11:30-12:30||Natural language processing and machine translation||Cho||AS1|
|13:30-16:00||Team work with own data (with assistance)||AS3, 1021-1022|
|Mon||Welcome||Mon 9am||Prof. Moncef Gabbouj (head of the doctoral network)|
|Big Data 1||Mon 9am15-12am||Prof. Jose M.F. Moura (Carnegie Mellon)|
|Mon||Big Data 2||Mon 1pm-4p||Prof. Jose M.F. Moura (Carnegie Mellon)|
|Get-together||Mon 4pm30-10pm||Department of Signal Processing, Tietotalo 3rd floor, snacks served|
|Tue||Tensors and Statistical Big Data Analysis||Tue 9am-12am||Prof. Visa Koivunen (Aalto University)|
|Tue||Statistical Inference in Robotics||Tue 1pm-4pm||Prof. Ville Kyrki (Aalto University)|
|Wed||Processing Images of Humans and Faces||Wed 9am-12am||Prof. Matti Pietikäinen (University of Oulu)|
|Wed||3D Imaging and Processing||Wed 1am-4pm||Prof. Janne Heikkilä (University of Oulu)|
|Sauna evening & dinner||Wed 6pm-10pm||Majaranta? lakeside sauna (see map) - we will walk to the sauna together. Possibility to swim.|
|Thu||Sparse Estimation I||Thu 9am-12am||Dr. Julien Mairal (INRIA, France)|
|Thu||Single Cell Biology and Signal Processing||Thu 1pm-4pm||Prof. Andre Ribeiro (Tampere University of Technology)|
|Fri||Sparse Estimation II||Fri 9am-12am||Dr. Julien Mairal (INRIA, France)|
|Fri||Multimedia Processing||Fri 1pm-3pm||The MUVIS team (coffee served at 2pm)|
|Course wrap-up||Fri 3pm-3pm15||Prof. Joni Kämäräinen (Tampere University of Technology)|
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