Deep Learning Summer School, Montreal 2016

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Invited Talks

Introduction to Torch

Aug 23, 2016

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5676 views

Learning Deep Generative Models

Ruslan Salakhutdinov

Aug 23, 2016

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14533 views

Beyond inspiration: Five lessons from biology on building intelligent machines

Bruno Olshausen

Aug 23, 2016

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5821 views

Introduction to Reinforcement Learning

Joelle Pineau

Aug 23, 2016

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49131 views

Recurrent Neural Networks

Yoshua Bengio

Aug 23, 2016

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42936 views

Beyond Seq2Seq with Augmented RNNs

Edward Grefenstette

Aug 23, 2016

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20876 views

Convolutional Neural Networks and Computer Vision

Rob Fergus

Aug 23, 2016

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17083 views

Learning to See

Antonio Torralba

Aug 23, 2016

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10053 views

Advanced Topics in RL

Joelle Pineau

Aug 23, 2016

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4827 views

Large Scale Deep Learning with TensorFlow

Jeffrey Dean

Aug 23, 2016

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21765 views

Machine Learning

Doina Precup

Aug 23, 2016

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52505 views

Reasoning, Attention and Memory

Sumit Chopra

Aug 23, 2016

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13469 views

Theoretical neuroscience and deep learning theory

Surya Ganguli

Aug 23, 2016

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9565 views

Introduction to Theano

Pascal Lamblin

Aug 23, 2016

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7964 views

Advanced Topics in RL

Doina Precup

Aug 23, 2016

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5150 views

Deep Natural Language Understanding

Kyunghyun Cho

Aug 23, 2016

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20714 views

Neural Networks

Hugo Larochelle

Aug 23, 2016

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32471 views

Building Machines that Imagine and Reason: Principles and Applications of Deep G...

Shakir Mohamed

Aug 23, 2016

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23480 views

Deep Reinforcement Learning

Pieter Abbeel

Aug 23, 2016

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38946 views

GPU programming for Deep Learning

Julie Bernauer,

Ryan Olson

Aug 23, 2016

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5934 views

Contributed Talks

Beam Search Message Passing in Bidirectional RNNs: Applications to Fill-in-the-B...

Qing Sun

Aug 23, 2016

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3151 views

Model-Based Relative Entropy Stochastic Search

Abbas Abdolmaleki

Aug 23, 2016

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2343 views

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

Tegan Maharaj

Aug 23, 2016

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5948 views

Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation

Sina Honari

Aug 23, 2016

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3087 views

Analyzing the Behavior of Deep Visual Question Answering Models

Aishwarya Agrawal

Aug 23, 2016

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6176 views

Variational Autoencoders with PixelCNN Decoders

Ishaan Gulrajani

Aug 23, 2016

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5425 views

An Infinite Restricted Boltzmann Machine

Marc-Alexandre Côté

Aug 23, 2016

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2741 views

Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Ne...

Rajarshi Das

Aug 23, 2016

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4304 views

Professor Forcing: A New Algorithm for Training Recurrent Networks

Anirudh Goyal

Aug 23, 2016

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7274 views

Learning to Communicate with Deep Multi­-Agent Reinforcement Learning

Jakob Foerster

Aug 23, 2016

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7985 views

Learning Nash Equilibrium for General-Sum Markov Games from Batch Dat

Julien Pérolat

Aug 23, 2016

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2062 views

A Network-based End-to-End Trainable Task-oriented Dialogue System

Tsung-Hsien Wen

Aug 23, 2016

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4679 views

Deep siamese neural network for prediction of long-range interactions in chromat...

Davide Chicco

Aug 23, 2016

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3053 views

Inference Learning

Patrick Putzky

Aug 23, 2016

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3068 views

Deep multi-view representation learning of brain responses to natural stimuli

Leila Wehbe

Aug 23, 2016

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2932 views