[edit]
Recurrent Neural Networks
[edit]
Room: Sala Oleandro
Speakers:
- Pierre Baldi
- Samy Bengio
- Ali Eslami
- Paolo Frasconi
- Marco Gori
- Alex Graves
- Sepp Hochreiter
- Nal Kalchbrenner
- Jürgen Schmidhuber
- Andrew Senior
- Oriol Vinyals
09:30- 09:45 Introduction Sepp Hochreiter, Institute of Bioinformatics, Johannes Kepler University Linz, Alex Graves, Google DeepMind
09:45- 10:05 How to learn a program Jürgen Schmidhuber, IDSIA
10:05- 10:25 Order Matters: Sequence To Sequence For Sets Samy Bengio, Google Brain
10:25- 10:45 Language Modeling: Past, Present, and Future Oriol Vinyals, Google Brain"
10:45- 11:05 Speech recognition with recurrent neural networks Andrew Senior, Google Brain"
11:05- 11:15 Discussion
Coffee Break
11:45- 12:05 The Inner and Outer Approaches to the Design of Recursive Neural Pierre Baldi, University of California in Irvine"
12:05- 12:25 Trees in the Real Field Marco Gori, University of Siena"
12:25- 12:45 TBA Paolo Frasconi, Università degli Studi di Firenze"
12:45- 13:00 Discussion
Lunch and Afternoon Activities
18:00- 18:20 Adaptive Computation Time for Recurrent Neural Networks Alex Graves, Google DeepMind"
18:20- 18:40 Attend, Infer, Repeat: Fast Scene Understanding with Generative Models and Recurrent Neural Networks Ali Eslami, Google DeepMind"
18:40- 19:00 Pixel Recurrent Neural Networks Nal Kalchbrenner, Google DeepMind"
19:00- 19:20 Importance Weights for RNNs Sepp Hochreiter, Johannes Kepler University Linz
19:20- 20:00 Discussion
Dinner