Fast yet Simple Natural-Gradient Descent for Variational Inference in Complex Models. How to train your MAML. A Corpus for Reasoning About Natural Language Grounded in Photographs. Collective Entity Disambiguation with Structured Gradient Tree Boosting. Sampling Theory for Graph Signals on Product Graphs. Exploring the Semantic Content of Unsupervi …

Do Deep Generative Models Know What They Don’t Know?. Learning a SAT Solver from Single-Bit Supervision. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation. Adversarial Propagation and Zero-Shot Cross-Lingual Transfer …

Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach. COREclust: a new package for a robust and scalable analysis of complex data. Informed Group-Sparse Representation for Singing Voice Separation. Pangloss: Fast Entity Linking in Noisy Text Environments. Improving Temporal Relation Extraction with a Globally Acquire …

Joint Monocular 3D Vehicle Detection and Tracking. StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks. Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex Optimization. Facial Landmark Detection for Manga Images. Rotation Equivariance and Invariance in Convolutional …

A Bayesian Approach for Sequence Tagging with Crowds. Weighted Spectral Embedding of Graphs. Lip Movements Generation at a Glance. Navigating the Landscape for Real-time Localisation and Mapping for Robotics and Virtual and Augmented Reality. Resource Aware Person Re-identification across Multiple Resolutions. Spatial and Temporal Mutual Promotion …

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. Learning and Inferring Movement with Deep Generative Model. Multi-Scale Structure-Aware Network for Human Pose Estimation. The Case for Automatic Database Administration using Deep Reinforcement Learning. Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architec …

Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. Entity Retrieval and Text Mining for Online Reputation Monitoring. Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English. Implicit Argument Prediction as Reading Comprehension. Learning Bounds for Greedy Approximation with Explicit Fea …

Studying the Effects of Deep Brain Stimulation and Medication on the Dynamics of STN-LFP Signals for Human Behavior Analysis. Staff line Removal using Generative Adversarial Networks. Recent Progress on Graph Partitioning Problems Using Evolutionary Computation. Joint Neural Entity Disambiguation with Output Space Search. English-Catalan Neural Mac …

Deep Learning for Audio Transcription on Low-Resource Datasets. Story Disambiguation: Tracking Evolving News Stories across News and Social Streams. Analysis of Langevin Monte Carlo via convex optimization. Super-Resolution via Conditional Implicit Maximum Likelihood Estimation. Counting to Explore and Generalize in Text-based Games. Hierarchical c …

Explicitly modeling case improves neural dependency parsing. Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis. Listening Comprehension over Argumentative Content. Binarized LSTM Language Model. Dynamic Feature Learning for Partial Face Recognition. INTERPRETATION OF NEURAL NETWORK I …

EEG emotion recognition using dynamical graph convolutional neural networks. SDC-Net: Video prediction using spatially-displaced convolution. Hierarchy of Alternating Specialists for Scene Recognition. Deep learning mutation prediction enables early stage lung cancer detection in liquid biopsy. Three Dimensions of Reproducibility in Natural Languag …

Keynote: Setting up a Machine Translation Program for IARPA. Simulating Language Evolution: a Tool for Historical Linguistics. Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward. Diverse Ensemble Evolution: Curriculum Data-Model Marriage. DCFEE: A Document-level Chinese Financial Event Extraction System based on A …

Sentiment Analysis: It’s Complicated!. Statistical shape analysis of simplified neuronal trees. Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration. Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences. Convex Elicitation of Continuous Properties. Distributed Learni …