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05/2018

  • AGI Safety Literature Review, 2018. arxiv (IJCAI), 2018
  • When Will AI Exceed Human Performance? Evidence from AI Experts. arxiv
  • Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer,2018. [arxiv] [NAACL 2018]
  • Prefrontal cortex as a meta-reinforcement learning system. [nature]
  • Dynamic learning rate using Mutual Information. [arxiv]
  • Solving the Rubik's Cube Without Human Knowledge [arxiv] [NIPS 2018]
  • VideoCapsuleNet: A Simplified Network for Action Detection. [arxiv]
  • AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. [arxiv]
  • Fake News Detection with Deep Diffusive Network Model. [arxiv]
  • Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior. [arxiv]
  • Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. [arxiv] [ACL 2018]
  • Episodic Memory Deep Q-Networks. arxiv [IJCAI 2018]
  • The EuroCity Persons Dataset: A Novel Benchmark for Object Detection. arxiv
  • Learning Real-World Robot Policies by Dreaming. arxiv
  • Self-Attention Generative Adversarial Networks. [arxiv]
  • geomstats: a Python Package for Riemannian Geometry in Machine Learning. [arxiv] [code]
  • The Lottery Ticket Hypothesis: Finding Small, Trainable Neural Networks. [arxiv] [NIPS Submission]
  • Adding One Neuron Can Eliminate All Bad Local Minima. [arxiv]
  • Pushing the bounds of dropout. [arxiv]
  • Step Size Matters in Deep Learning. [arxiv]
  • A Universal Music Translation Network. [arxiv]
  • Observe and Look Further: Achieving Consistent Performance on Atari. arxiv
  • Playing hard exploration games by watching YouTube. arxiv
  • CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. arxiv
  • Quantum-inspired Complex Word Embedding. arxiv
  • Neural networks for stock price prediction. arxiv
  • Table-to-Text: Describing Table Region with Natural Language. arxiv
  • Getting to Know Low-light Images with The Exclusively Dark Dataset. arxiv
  • Bi-Directional Neural Machine Translation with Synthetic Parallel Data. arxiv [WNMT 2018]
  • Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. arxiv [ACL 2018]
  • More Than a Feeling: Learning to Grasp and Regrasp using Vision and Touch. arxiv
  • Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces. arxiv
  • Evolutionary Algorithms. arxiv
  • A Stochastic Decoder for Neural Machine Translation. arxiv [ACL 2018]
  • Do Better ImageNet Models Transfer Better?. arxiv
  • Distilling Knowledge for Search-based Structured Prediction. arxiv [ACL 2018]
  • Personalising Mobile Advertising Based on Users Installed Apps. arxiv
  • Datasheets for Datasets, 2018. arxiv
  • Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review, 2018. arxiv
  • SIPS: Unsupervised Succinct Interest Points, 2018. arxiv
  • A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild, 2018. arxiv
  • Siamese networks for generating adversarial examples, 2018. arxiv
  • Learning to See in the Dark, 2018. [arxiv] [code]
  • FEVER: a large-scale dataset for Fact Extraction and VERification, 2018. [arxiv]
  • Dense and Diverse Capsule Networks: Making the Capsules Learn Better, 2018. [arxiv]
  • From Word to Sense Embeddings: A Survey on Vector Representations of Meaning, 2018. [arxiv]
  • Improv Chat: Second Response Generation for Chatbot, 2018. [arxiv]
  • Automatic Article Commenting: the Task and Dataset, 2018. [arxiv]
  • A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization, 2018. [arxiv]
  • A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things, 2018. [arxiv]
  • OK Google, What Is Your Ontology? Or: Exploring Freebase Classification to Understand Google's Knowledge Graph, 2018. [arxiv]
  • A comparable study of modeling units for end-to-end Mandarin speech recognition, 2018. [arxiv]
  • Training Classifiers with Natural Language Explanations, 2018. [arxiv]
  • hyperdoc2vec: Distributed Representations of Hypertext Documents, 2018. [arxiv]
  • SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems, 2018. [arxiv]
  • k-Space Deep Learning for Accelerated MRI, 2018. [arxiv]
  • Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic, 2018. [arxiv]
  • Creative Invention Benchmark, 2018. [arxiv]
  • Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks, 2018. [arxiv]
  • Secure Mobile Edge Computing in IoT via Collaborative Online Learning, 2018. [arxiv]
  • N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders, 2018. [arxiv]
  • wubi2en: Character-level Chinese-English Translation through ASCII Encoding, 2018. [arxiv]
  • One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning, 2018. [arxiv]
  • Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data, 2018. [arxiv]
  • Deep Nets: What have they ever done for Vision?, 2018. [arxiv]
  • Fighting Fake News: Image Splice Detection via Learned Self-Consistency, 2018. [arxiv]
  • Learning to Teach, 2018. [arxiv]
  • Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration, 2018. [arxiv]
  • Universal Language Model Fine-tuning for Text Classification,2018. [arxiv]
  • Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates, 2018. [arxiv]
  • Terabyte-scale Deep Multiple Instance Learning for Classification and Localization in Pathology, 2018. [arxiv
  • Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows, 2018. [arxiv
  • Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts,2018. [arxiv