Automatically tracking neurons in a moving and deforming brain. RSSL: Semi-supervised Learning in R. Towards Real-Time, Country-Level Location Classification of Worldwide Tweets. Multiple target tracking based on sets of trajectories. ProjE: Embedding Projection for Knowledge Graph Completion. Theano-MPI: a Theano-based Distributed Training Framewo …

Coresets for Scalable Bayesian Logistic Regression. Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis. Hierarchical Character-Word Models for Language Identification. Detecting state of aggression in sentences using CNN. Steerable CNNs. Universal adversarial perturbations. Mastering 2048 with Delayed Temporal Cohe …

Exponential Family Embeddings. Gaussian Copula Variational Autoencoders for Mixed Data. Fast Multi-Layer Laplacian Enhancement. Statistical Learning for OCR Text Correction. Improved Achievability and Converse Bounds for Erdős-Rényi Graph Matching. An integrated Graphical User Interface for Debugging Answer Set Programs. A centralized reinforcement …

Theory reconstruction: a representation learning view on predicate invention. Combining local and global smoothing in multivariate density estimation. Disfluency Detection using a Bidirectional LSTM. Recommendations as Treatments: Debiasing Learning and Evaluation. Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in C …

LSTM Shift-Reduce CCG Parsing. TermoPL - a Flexible Tool for Terminology Extraction. Learning Transferrable Representations for Unsupervised Domain Adaptation. Corpora for Learning the Mutual Relationship between Semantic Relatedness and Textual Entailment. Syntax-based Multi-system Machine Translation. Progressively Parsing Interactional Objects f …

Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification. Grounded Semantic Role Labeling. Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. Assortment Optimization Under the Mallows model. A Translation-Based Knowledge Graph Embedding Preserving Logical Pro …