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