Learning Self-Imitating Diverse Policies. 3D Pose Estimation and 3D Model Retrieval for Objects in the Wild. SDCNet: Video Prediction Using Spatially-Displaced Convolution. Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry. A Deep-Learning-Based Geological Parameterization for History Matching Complex Models. Re …

Fairness GAN. Unsupervised Features for Facial Expression Intensity Estimation over Time. Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training. A Multi-variable Stacked Long-Short Term Memory Network for Wind Speed Forecasting. Data Summarization at Scale: A Two-Stage Submodular Approach. A Storm in an IoT Cup: The Emergen …

Where Will They Go? Predicting Fine-Grained Adversarial Multi-Agent Motion using Conditional Variational Autoencoders. Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection. T"ubingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification. Sentence Compre …

Veyn at PARSEME Shared Task 2018: Recurrent Neural Networks for VMWE Identification. Real-world multiobject, multigrasp detection. Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control. Optimally Selected Minimal Learning Machine. DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion …

Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice. SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. From Information Bottleneck To Activation Norm Penalty. Classifying Sluice Occurrences in Dialogue. Deterministic Policy Imitation Gradient Algorithm. Oral-Mot …

3D Ego-Pose Estimation via Imitation Learning. Referring Image Segmentation via Recurrent Refinement Networks. Learning Diachronic Analogies to Analyze Concept Change. Multilingual Parallel Corpus for Global Communication Plan. SSN MLRG1 at SemEval-2018 Task 3: Irony Detection in English Tweets Using MultiLayer Perceptron. Sentence Weighting for Ne …

Higher-Order Syntactic Attention Network for Longer Sentence Compression. A supervised approach to taxonomy extraction using word embeddings. Detecting Sarcasm is Extremely Easy ;-). Few-Shot Human Motion Prediction via Meta-Learning. A Survey of Machine Translation Work in the Philippines: From 1998 to 2018. MorAz: an Open-source Morphological Ana …

Handling missing values: A study of popular imputation packages in R. Variational Network Inference: Strong and Stable with Concrete Support. DiCE: The Infinitely Differentiable Monte Carlo Estimator. A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check. Leveraging Lexical Substitutes for Unsupervised Word Sense Induction. Im …

Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction. Aspect and Sentiment Aware Abstractive Review Summarization. Annotating If the Authors of a Tweet are Located at the Locations They Tweet About. Context-sensitive Natural Language Generation for robot-assisted second language tutoring. Shaping a soc …

Analyzing Vocabulary Commonality Index Using Large-scaled Database of Child Language Development. An Approach to Measuring Complexity with a Fuzzy Grammar & Degrees of Grammaticality. A Bayesian Approach to Generative Adversarial Imitation Learning. The DLDP Survey on Digital Use and Usability of EU Regional and Minority Languages. Empirical Study …

Zero-shot Learning of Classifiers from Natural Language Quantification. Randomized Block Cubic Newton Method. Convolutions Are All You Need (For Classifying Character Sequences). Orthographic Features for Bilingual Lexicon Induction. Adversarial Multiple Source Domain Adaptation. Binary Rating Estimation with Graph Side Information. UZH at CoNLL–S …

Learning to Act in Decentralized Partially Observable MDPs. Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources. Efficient Dense Point Cloud Object Reconstruction using Deformation Vector Fields. Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners. Enabling Efficient Verifiable …

Initialization matters: Orthogonal Predictive State Recurrent Neural Networks. Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform. Homonym Detection For Humor Recognition In Short Text. Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse. The University of Maryland’s Chinese-English Neural Mac …

Comparison of Assorted Models for Transliteration. Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning. Quadtree Convolutional Neural Networks. Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks. Deep Learning with Logged Bandit Feedback. Where and Why Are They Looking? Jointly In …

SNAG: Spoken Narratives and Gaze Dataset. ISNN: Impact Sound Neural Network for Audio-Visual Object Classification. Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks. Multi-Module Recurrent Neural Networks with Transfer Learning. Avoiding degradation in deep feed-forward networks by phasing o …