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The State of Sparsity in Deep Neural Networks

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How Important Is a Neuron?

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Do GANs leave artificial fingerprints?

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Guided evolutionary strategies: Augmenting random search with surrogate gradients

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Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference

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Monotonic Infinite Lookback Attention for Simultaneous Machine Translation

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Real or Fake? Learning to Discriminate Machine from Human Generated Text

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How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

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A Survey of Available Corpora for Building Data-Driven Dialogue Systems

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Zero-shot User Intent Detection via Capsule Neural Networks

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Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading

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Generating Diverse High-Fidelity Images with VQ-VAE-2 | Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling

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Generating Diverse High-Fidelity Images with VQ-VAE-2

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Luck Matters: Understanding Training Dynamics of Deep ReLU Networks

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A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models

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Learning Portable Representations for High-Level Planning

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SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers

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SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver

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Multi-Sample Dropout for Accelerated Training and Better Generalization

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Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor

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