ICLR Reading List

[kastnerkyle]

Ours (Belilovsky, Kastner, Varoquaux, Blaschko)

Learning To Discover Sparse Graphical Model Structures http://openreview.net/pdf?id=HJOZBvcel

Others (including MILA)

Out-Of-Class Novelty Generation: An Experimental Foundation http://openreview.net/pdf?id=ByEPMj5el

Variational Lossy Autoencoder: http://openreview.net/pdf?id=BysvGP5ee

An Actor-Critic Algorithm for Sequence Prediction http://openreview.net/pdf?id=SJDaqqveg

Sequence Generation With A Physiologically Plausible Model Of Handwriting And Recurrent Mixture Density Networks http://openreview.net/pdf?id=r1S083cgx

Generating Interpretable Images with Controllable Structure: http://openreview.net/pdf?id=Hyvw0L9el

PixelCNN++: A Pixel CNN Implementation with Discretized Mixture Likelihood and Other Modifications http://openreview.net/pdf?id=BJrFC6ceg

PixelVAE: A Latent Variable Model for Natural Images http://openreview.net/pdf?id=BJKYvt5lg

Improving Generative Adversarial Networks with Denoising Feature Matching http://openreview.net/pdf?id=S1X7nhsxl

Tuning Recurrent Neural Networks with Reinforcement Learning http://openreview.net/pdf?id=BJ8fyHceg

Song from PI: A Musically Plausible Network for Pop Music Generation http://openreview.net/pdf?id=ByBwSPcex

Rule extraction from LSTM http://openreview.net/pdf?id=SJvYgH9xe

Latent Sequence Decomposition (wordpieces) http://openreview.net/pdf?id=SyQq185lg

Learning to Navigate http://openreview.net/pdf?id=SJMGPrcle

Deep Variational Bayes Filters http://openreview.net/pdf?id=HyTqHL5xg

Unrolled GAN http://openreview.net/pdf?id=BydrOIcle

Seq2seq with hard monotonic attention http://openreview.net/pdf?id=HkyYqU9lx

Diverse Beam Search http://openreview.net/pdf?id=HJV1zP5xg

SampleRNN http://openreview.net/pdf?id=SkxKPDv5xl

Singularity of the Hessian in Deep Learning http://openreview.net/pdf?id=B186cP9gx

Counterpoint by Convolution http://openreview.net/pdf?id=r1Usiwcex

Learning End to End Goal Oriented Dialog http://openreview.net/pdf?id=S1Bb3D5gg

Generalizable Features From Unsupervised Learning http://openreview.net/pdf?id=rJ6DhP5xe

Argumentation Mining with Pointer Networks http://openreview.net/pdf?id=B1KBHtcel

Neural Combinatorial Optimization http://openreview.net/pdf?id=rJY3vK9eg

Unsupervised Perceptual Rewards for Imitation Learning http://openreview.net/pdf?id=Bkul3t9ee

Surprise Based Intrinsic Motivation for Reinforcement Learning http://openreview.net/pdf?id=Bk8aOm9xl

Density Estimation using Real NVP http://openreview.net/pdf?id=HkpbnH9lx

Learning in Implicit Generative Models http://openreview.net/pdf?id=B16Jem9xe

Surprise Based Intrinsic Motivation for Deep Reinforcement Learning http://openreview.net/pdf?id=Bk8aOm9xl

A Convolutional Encoder Model for Neural Machine Translation http://openreview.net/pdf?id=BJAA4wKxg

Surprise Based Intrinsic Motivation for Deep Reinforcement Learning http://openreview.net/pdf?id=Bk8aOm9xl

Understanding Deep Learning Requires Rethinking Generalization http://openreview.net/pdf?id=Sy8gdB9xx

A Learned Representation for Artistic Style https://arxiv.org/abs/1610.07629v1

A Neural Knowledge Language Model http://openreview.net/pdf?id=BJwFrvOeg

HyperNetworks http://openreview.net/pdf?id=rkpACe1lx

Hierarchical Multiscale Recurrent Neural Networks http://openreview.net/pdf?id=S1di0sfgl

Sampling Generative Networks https://arxiv.org/pdf/1609.04468.pdf