Deep Learning Summer School, Montreal 2016

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Invited Talks

Introduction to Torch

Aug 23, 2016

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5689 views

Learning Deep Generative Models

Ruslan Salakhutdinov

Aug 23, 2016

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14538 views

Beyond inspiration: Five lessons from biology on building intelligent machines

Bruno Olshausen

Aug 23, 2016

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5826 views

Introduction to Reinforcement Learning

Joelle Pineau

Aug 23, 2016

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49214 views

Recurrent Neural Networks

Yoshua Bengio

Aug 23, 2016

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42950 views

Beyond Seq2Seq with Augmented RNNs

Edward Grefenstette

Aug 23, 2016

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20924 views

Convolutional Neural Networks and Computer Vision

Rob Fergus

Aug 23, 2016

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17092 views

Learning to See

Antonio Torralba

Aug 23, 2016

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10061 views

Advanced Topics in RL

Joelle Pineau

Aug 23, 2016

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4834 views

Large Scale Deep Learning with TensorFlow

Jeffrey Dean

Aug 23, 2016

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21777 views

Machine Learning

Doina Precup

Aug 23, 2016

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52699 views

Reasoning, Attention and Memory

Sumit Chopra

Aug 23, 2016

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13476 views

Theoretical neuroscience and deep learning theory

Surya Ganguli

Aug 23, 2016

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9577 views

Introduction to Theano

Pascal Lamblin

Aug 23, 2016

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7969 views

Advanced Topics in RL

Doina Precup

Aug 23, 2016

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5153 views

Deep Natural Language Understanding

Kyunghyun Cho

Aug 23, 2016

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20837 views

Neural Networks

Hugo Larochelle

Aug 23, 2016

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32482 views

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

Shakir Mohamed

Aug 23, 2016

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23501 views

Deep Reinforcement Learning

Pieter Abbeel

Aug 23, 2016

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38972 views

GPU programming for Deep Learning

Julie Bernauer,

Ryan Olson

Aug 23, 2016

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5938 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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3156 views

Model-Based Relative Entropy Stochastic Search

Abbas Abdolmaleki

Aug 23, 2016

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2354 views

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

Tegan Maharaj

Aug 23, 2016

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5952 views

Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation

Sina Honari

Aug 23, 2016

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3091 views

Analyzing the Behavior of Deep Visual Question Answering Models

Aishwarya Agrawal

Aug 23, 2016

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6183 views

Variational Autoencoders with PixelCNN Decoders

Ishaan Gulrajani

Aug 23, 2016

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5430 views

An Infinite Restricted Boltzmann Machine

Marc-Alexandre Côté

Aug 23, 2016

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2747 views

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

Rajarshi Das

Aug 23, 2016

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4313 views

Professor Forcing: A New Algorithm for Training Recurrent Networks

Anirudh Goyal

Aug 23, 2016

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7280 views

Learning to Communicate with Deep Multi­-Agent Reinforcement Learning

Jakob Foerster

Aug 23, 2016

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7992 views

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

Julien Pérolat

Aug 23, 2016

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2065 views

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

Tsung-Hsien Wen

Aug 23, 2016

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4682 views

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

Davide Chicco

Aug 23, 2016

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3058 views

Inference Learning

Patrick Putzky

Aug 23, 2016

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3073 views

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

Leila Wehbe

Aug 23, 2016

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2936 views