ICLR decision: oral AS decision: oral Reinforcement Learning with Unsupervised Auxiliary Tasks ICLR decision: oral AS decision: poster Amortised MAP Inference for Image Super-resolution ICLR decision: oral AS decision: poster End-to-end Optimized Image Compression ICLR decision: oral AS decision: poster Learning End-to-End Goal-Oriented Dialog ICLR decision: oral AS decision: poster Learning to Act by Predicting the Future ICLR decision: oral AS decision: poster Multi-Agent Cooperation and the Emergence of (Natural) Language ICLR decision: oral AS decision: poster Neural Architecture Search with Reinforcement Learning ICLR decision: oral AS decision: poster Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic ICLR decision: oral AS decision: poster Towards Principled Methods for Training Generative Adversarial Networks ICLR decision: oral AS decision: poster Understanding deep learning requires rethinking generalization ICLR decision: poster AS decision: oral Adversarial Feature Learning ICLR decision: poster AS decision: oral Adversarially Learned Inference ICLR decision: poster AS decision: oral FractalNet: Ultra-Deep Neural Networks without Residuals ICLR decision: poster AS decision: oral Hierarchical Multiscale Recurrent Neural Networks ICLR decision: poster AS decision: oral HyperNetworks ICLR decision: poster AS decision: oral Recurrent Batch Normalization ICLR decision: poster AS decision: oral Unrolled Generative Adversarial Networks ICLR decision: poster AS decision: oral Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations ICLR decision: poster AS decision: poster A Learned Representation For Artistic Style ICLR decision: poster AS decision: poster Adversarial Machine Learning at Scale ICLR decision: poster AS decision: poster Adversarial Training Methods for Semi-Supervised Text Classification ICLR decision: poster AS decision: poster An Actor-Critic Algorithm for Sequence Prediction ICLR decision: poster AS decision: poster Automatic Rule Extraction from Long Short Term Memory Networks ICLR decision: poster AS decision: poster Batch Policy Gradient Methods for Improving Neural Conversation Models ICLR decision: poster AS decision: poster Bidirectional Attention Flow for Machine Comprehension ICLR decision: poster AS decision: poster Calibrating Energy-based Generative Adversarial Networks ICLR decision: poster AS decision: poster Capacity and Trainability in Recurrent Neural Networks ICLR decision: poster AS decision: poster Categorical Reparameterization with Gumbel-Softmax ICLR decision: poster AS decision: poster Data Noising as Smoothing in Neural Network Language Models ICLR decision: poster AS decision: poster Deep Learning with Dynamic Computation Graphs ICLR decision: poster AS decision: poster Deep Probabilistic Programming ICLR decision: poster AS decision: poster Deep Variational Information Bottleneck ICLR decision: poster AS decision: poster DeepCoder: Learning to Write Programs ICLR decision: poster AS decision: poster Density estimation using Real NVP ICLR decision: poster AS decision: poster Designing Neural Network Architectures using Reinforcement Learning ICLR decision: poster AS decision: poster Dialogue Learning With Human-In-The-Loop ICLR decision: poster AS decision: poster Discrete Variational Autoencoders ICLR decision: poster AS decision: poster Do Deep Convolutional Nets Really Need to be Deep and Convolutional? ICLR decision: poster AS decision: poster Dynamic Coattention Networks For Question Answering ICLR decision: poster AS decision: poster Entropy-SGD: Biasing Gradient Descent Into Wide Valleys ICLR decision: poster AS decision: poster Frustratingly Short Attention Spans in Neural Language Modeling ICLR decision: poster AS decision: poster Generalizing Skills with Semi-Supervised Reinforcement Learning ICLR decision: poster AS decision: poster Generative Multi-Adversarial Networks ICLR decision: poster AS decision: poster Highway and Residual Networks learn Unrolled Iterative Estimation ICLR decision: poster AS decision: poster Identity Matters in Deep Learning ICLR decision: poster AS decision: poster Improving Policy Gradient by Exploring Under-appreciated Rewards ICLR decision: poster AS decision: poster Latent Sequence Decompositions ICLR decision: poster AS decision: poster Learning a Natural Language Interface with Neural Programmer ICLR decision: poster AS decision: poster Learning through Dialogue Interactions by Asking Questions ICLR decision: poster AS decision: poster Learning to Compose Words into Sentences with Reinforcement Learning ICLR decision: poster AS decision: poster Learning to Navigate in Complex Environments ICLR decision: poster AS decision: poster Learning to Optimize ICLR decision: poster AS decision: poster Learning to Perform Physics Experiments via Deep Reinforcement Learning ICLR decision: poster AS decision: poster Learning to Remember Rare Events ICLR decision: poster AS decision: poster Lossy Image Compression with Compressive Autoencoders ICLR decision: poster AS decision: poster Machine Comprehension Using Match-LSTM and Answer Pointer ICLR decision: poster AS decision: poster Mode Regularized Generative Adversarial Networks ICLR decision: poster AS decision: poster Mollifying Networks ICLR decision: poster AS decision: poster Neural Photo Editing with Introspective Adversarial Networks ICLR decision: poster AS decision: poster On Detecting Adversarial Perturbations ICLR decision: poster AS decision: poster PGQ: Combining policy gradient and Q-learning ICLR decision: poster AS decision: poster PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications ICLR decision: poster AS decision: poster PixelVAE: A Latent Variable Model for Natural Images ICLR decision: poster AS decision: poster Pruning Filters for Efficient ConvNets ICLR decision: poster AS decision: poster Quasi-Recurrent Neural Networks ICLR decision: poster AS decision: poster Query-Reduction Networks for Question Answering ICLR decision: poster AS decision: poster Recurrent Mixture Density Network for Spatiotemporal Visual Attention ICLR decision: poster AS decision: poster SGDR: Stochastic Gradient Descent with Warm Restarts ICLR decision: poster AS decision: poster Sample Efficient Actor-Critic with Experience Replay ICLR decision: poster AS decision: poster SampleRNN: An Unconditional End-to-End Neural Audio Generation Model ICLR decision: poster AS decision: poster Semi-Supervised Classification with Graph Convolutional Networks ICLR decision: poster AS decision: poster Sigma Delta Quantized Networks ICLR decision: poster AS decision: poster Soft Weight-Sharing for Neural Network Compression ICLR decision: poster AS decision: poster Steerable CNNs ICLR decision: poster AS decision: poster Stick-Breaking Variational Autoencoders ICLR decision: poster AS decision: poster Structured Attention Networks ICLR decision: poster AS decision: poster TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency ICLR decision: poster AS decision: poster Towards a Neural Statistician ICLR decision: poster AS decision: poster Tracking the World State with Recurrent Entity Networks ICLR decision: poster AS decision: poster Trained Ternary Quantization ICLR decision: poster AS decision: poster Unsupervised Cross-Domain Image Generation ICLR decision: poster AS decision: poster Variable Computation in Recurrent Neural Networks ICLR decision: poster AS decision: poster Variational Lossy Autoencoder ICLR decision: poster AS decision: poster Why Deep Neural Networks for Function Approximation? ICLR decision: poster AS decision: workshop A Compositional Object-Based Approach to Learning Physical Dynamics ICLR decision: poster AS decision: workshop Deep Biaffine Attention for Neural Dependency Parsing ICLR decision: poster AS decision: workshop Delving into Transferable Adversarial Examples and Black-box Attacks ICLR decision: poster AS decision: workshop Dropout with Expectation-linear Regularization ICLR decision: poster AS decision: workshop Improving Neural Language Models with a Continuous Cache ICLR decision: poster AS decision: workshop Learning Features of Music from Scratch ICLR decision: poster AS decision: workshop Learning to superoptimize programs ICLR decision: poster AS decision: workshop Lie-Access Neural Turing Machines ICLR decision: poster AS decision: workshop Neuro-Symbolic Program Synthesis ICLR decision: poster AS decision: workshop On the Quantitative Analysis of Decoder-Based Generative Models ICLR decision: poster AS decision: workshop Pointer Sentinel Mixture Models ICLR decision: poster AS decision: workshop Temporal Ensembling for Semi-Supervised Learning ICLR decision: poster AS decision: workshop Tighter bounds lead to improved classifiers ICLR decision: poster AS decision: workshop Towards the Limit of Network Quantization ICLR decision: poster AS decision: reject A Compare-Aggregate Model for Matching Text Sequences ICLR decision: poster AS decision: reject A Structured Self-attentive Sentence Embedding ICLR decision: poster AS decision: reject A recurrent neural network without chaos ICLR decision: poster AS decision: reject Autoencoding Variational Inference For Topic Models ICLR decision: poster AS decision: reject DSD: Dense-Sparse-Dense Training for Deep Neural Networks ICLR decision: poster AS decision: reject Deep Information Propagation ICLR decision: poster AS decision: reject Deep Multi-task Representation Learning: A Tensor Factorisation Approach ICLR decision: poster AS decision: reject DeepDSL: A Compilation-based Domain-Specific Language for Deep Learning ICLR decision: poster AS decision: reject Diet Networks: Thin Parameters for Fat Genomics ICLR decision: poster AS decision: reject EPOpt: Learning Robust Neural Network Policies Using Model Ensembles ICLR decision: poster AS decision: reject Geometry of Polysemy ICLR decision: poster AS decision: reject Hadamard Product for Low-rank Bilinear Pooling ICLR decision: poster AS decision: reject Incorporating long-range consistency in CNN-based texture generation ICLR decision: poster AS decision: reject Inductive Bias of Deep Convolutional Networks through Pooling Geometry ICLR decision: poster AS decision: reject Learning recurrent representations for hierarchical behavior modeling ICLR decision: poster AS decision: reject Loss-aware Binarization of Deep Networks ICLR decision: poster AS decision: reject Maximum Entropy Flow Networks ICLR decision: poster AS decision: reject Multi-view Recurrent Neural Acoustic Word Embeddings ICLR decision: poster AS decision: reject Optimal Binary Autoencoding with Pairwise Correlations ICLR decision: poster AS decision: reject Regularizing CNNs with Locally Constrained Decorrelations ICLR decision: poster AS decision: reject Revisiting Classifier Two-Sample Tests ICLR decision: poster AS decision: reject The Neural Noisy Channel ICLR decision: poster AS decision: reject Topology and Geometry of Half-Rectified Network Optimization ICLR decision: poster AS decision: reject Trusting SVM for Piecewise Linear CNNs ICLR decision: poster AS decision: reject Words or Characters? Fine-grained Gating for Reading Comprehension ICLR decision: workshop AS decision: oral Adversarial examples in the physical world ICLR decision: workshop AS decision: poster Deep Learning with Sets and Point Clouds ICLR decision: workshop AS decision: poster Efficient softmax approximation for GPUs ICLR decision: workshop AS decision: poster Gated Multimodal Units for Information Fusion ICLR decision: workshop AS decision: poster Generalizable Features From Unsupervised Learning ICLR decision: workshop AS decision: poster Learning in Implicit Generative Models ICLR decision: workshop AS decision: poster Multiplicative LSTM for sequence modelling ICLR decision: workshop AS decision: poster Programming with a Differentiable Forth Interpreter ICLR decision: workshop AS decision: poster RenderGAN: Generating Realistic Labeled Data ICLR decision: workshop AS decision: poster Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning ICLR decision: workshop AS decision: poster Unsupervised Perceptual Rewards for Imitation Learning ICLR decision: workshop AS decision: workshop A Differentiable Physics Engine for Deep Learning in Robotics ICLR decision: workshop AS decision: workshop Modular Multitask Reinforcement Learning with Policy Sketches ICLR decision: workshop AS decision: workshop Song From PI: A Musically Plausible Network for Pop Music Generation ICLR decision: workshop AS decision: reject Adaptive Feature Abstraction for Translating Video to Language ICLR decision: workshop AS decision: reject Bit-pragmatic Deep Neural Network Computing ICLR decision: workshop AS decision: reject Dataset Augmentation in Feature Space ICLR decision: workshop AS decision: reject Exponential Machines ICLR decision: workshop AS decision: reject Extrapolation and learning equations ICLR decision: workshop AS decision: reject Learning Continuous Semantic Representations of Symbolic Expressions ICLR decision: workshop AS decision: reject Modularized Morphing of Neural Networks ICLR decision: workshop AS decision: reject Online Structure Learning for Sum-Product Networks with Gaussian Leaves ICLR decision: workshop AS decision: reject Semi-supervised deep learning by metric embedding ICLR decision: reject AS decision: poster A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks ICLR decision: reject AS decision: poster Adding Gradient Noise Improves Learning for Very Deep Networks ICLR decision: reject AS decision: poster Adversarial examples for generative models ICLR decision: reject AS decision: poster An Analysis of Deep Neural Network Models for Practical Applications ICLR decision: reject AS decision: poster Efficient Summarization with Read-Again and Copy Mechanism ICLR decision: reject AS decision: poster Extensions and Limitations of the Neural GPU ICLR decision: reject AS decision: poster GRAM: Graph-based Attention Model for Healthcare Representation Learning ICLR decision: reject AS decision: poster Gated-Attention Readers for Text Comprehension ICLR decision: reject AS decision: poster Generative Adversarial Parallelization ICLR decision: reject AS decision: poster Hierarchical Memory Networks ICLR decision: reject AS decision: poster Higher Order Recurrent Neural Networks ICLR decision: reject AS decision: poster Improving Stochastic Gradient Descent with Feedback ICLR decision: reject AS decision: poster LipNet: End-to-End Sentence-level Lipreading ICLR decision: reject AS decision: poster Low-rank passthrough neural networks ICLR decision: reject AS decision: poster Memory-augmented Attention Modelling for Videos ICLR decision: reject AS decision: poster Multi-modal Variational Encoder-Decoders ICLR decision: reject AS decision: poster Multi-task learning with deep model based reinforcement learning ICLR decision: reject AS decision: poster Neural Combinatorial Optimization with Reinforcement Learning ICLR decision: reject AS decision: poster NewsQA: A Machine Comprehension Dataset ICLR decision: reject AS decision: poster RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning ICLR decision: reject AS decision: poster The Power of Sparsity in Convolutional Neural Networks ICLR decision: reject AS decision: poster The Predictron: End-To-End Learning and Planning ICLR decision: reject AS decision: poster Towards Information-Seeking Agents ICLR decision: reject AS decision: poster Understanding intermediate layers using linear classifier probes ICLR decision: reject AS decision: poster Understanding trained CNNs by indexing neuron selectivity ICLR decision: reject AS decision: poster Unsupervised Pretraining for Sequence to Sequence Learning ICLR decision: reject AS decision: poster Warped Convolutions: Efficient Invariance to Spatial Transformations ICLR decision: reject AS decision: poster Wav2Letter: an End-to-End ConvNet-based Speech Recognition System ICLR decision: reject AS decision: workshop Beyond Fine Tuning: A Modular Approach to Learning on Small Data ICLR decision: reject AS decision: workshop Boosting Image Captioning with Attributes ICLR decision: reject AS decision: workshop Cooperative Training of Descriptor and Generator Networks ICLR decision: reject AS decision: workshop End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension ICLR decision: reject AS decision: workshop Human perception in computer vision ICLR decision: reject AS decision: workshop Structured Sequence Modeling with Graph Convolutional Recurrent Networks ICLR decision: reject AS decision: reject A Context-aware Attention Network for Interactive Question Answering ICLR decision: reject AS decision: reject Annealing Gaussian into ReLU: a New Sampling Strategy for Leaky-ReLU RBM ICLR decision: reject AS decision: reject Attentive Recurrent Comparators ICLR decision: reject AS decision: reject Boosted Generative Models ICLR decision: reject AS decision: reject Deep Generalized Canonical Correlation Analysis ICLR decision: reject AS decision: reject Efficient iterative policy optimization ICLR decision: reject AS decision: reject Exploring LOTS in Deep Neural Networks ICLR decision: reject AS decision: reject Fast Adaptation in Generative Models with Generative Matching Networks ICLR decision: reject AS decision: reject FastText.zip: Compressing text classification models ICLR decision: reject AS decision: reject Generating Long and Diverse Responses with Neural Conversation Models ICLR decision: reject AS decision: reject Here's My Point: Argumentation Mining with Pointer Networks ICLR decision: reject AS decision: reject Incremental Sequence Learning ICLR decision: reject AS decision: reject Intelligible Language Modeling with Input Switched Affine Networks ICLR decision: reject AS decision: reject Joint Multimodal Learning with Deep Generative Models ICLR decision: reject AS decision: reject Multi-view Generative Adversarial Networks ICLR decision: reject AS decision: reject Near-Data Processing for Machine Learning ICLR decision: reject AS decision: reject Neural Machine Translation with Latent Semantic of Image and Text ICLR decision: reject AS decision: reject Options Discovery with Budgeted Reinforcement Learning ICLR decision: reject AS decision: reject Playing SNES in the Retro Learning Environment ICLR decision: reject AS decision: reject Reference-Aware Language Models ICLR decision: reject AS decision: reject Sequence to Sequence Transduction with Hard Monotonic Attention ICLR decision: reject AS decision: reject Simple Black-Box Adversarial Perturbations for Deep Networks ICLR decision: reject AS decision: reject Transformation-Based Models of Video Sequences ICLR decision: reject AS decision: reject Two Methods For Wild Variational Inference