Blind Deconvolution of PET Images using Anatomical Priors. Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing. Robust nonparametric nearest neighbor random process clustering. Similarity Learning for Time Series Classification. PIGMIL: Positive Instance Detection via Graph Updating for Multiple Instance Learning. Multiple Instanc …

ARTiS: Appearance-based Action Recognition in Task Space for Real-Time Human-Robot Collaboration. Graded Entailment for Compositional Distributional Semantics. Learning Crosslingual Word Embeddings without Bilingual Corpora. Generating machine-executable plans from end-user’s natural-language instructions. A Nonparametric Bayesian Approach for Spok …

Variational Neural Machine Translation. Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure. GPU-accelerated real-time stixel computation. Using Discourse Signals for Robust Instructor Intervention Prediction. Slack and Margin Rescaling as Convex Extensions of Supermodular Functions. Single-Cha …

Pointer Sentinel Mixture Models. RHOG: A Refinement-Operator Library for Directed Labeled Graphs. Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment. Learning to Protect Communications with Adversarial Neural Cryptography. Bag of Tricks for Efficient Text Classification. Numerical Coding of Nominal Data. Layer Normali …

Classical Statistics and Statistical Learning in Imaging Neuroscience. Syntactic Enhancement to VSIMM for Roadmap Based Anomalous Trajectory Detection: A Natural Language Processing Approach. Cutting out the middleman: measuring nuclear area in histopathology slides without segmentation. A Tour of TensorFlow. End-to-End Localization and Ranking for …

Local Minimax Complexity of Stochastic Convex Optimization. Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout. Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey. Hybrid CPU-GPU Framework for Network Motifs. Optimal Binary Autoencoding with Pairwise Correlations. Multi-task an …

Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization. Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization. A Benchmark and Comparison of Active Learning for Logistic Regression. Convex Formulation for Kernel PCA and its Use in Semi-Supervised Learning. Harmonic Networks: …

Choice by Elimination via Deep Neural Networks. RhoanaNet Pipeline: Dense Automatic Neural Annotation. Graph Aggregation. TopicResponse: A Marriage of Topic Modelling and Rasch Modelling for Automatic Measurement in MOOCs. Surrogate-Assisted Partial Order-based Evolutionary Optimisation. Which Learning Algorithms Can Generalize Identity-Based Rules …

Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems. Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes. Task Specific Adversarial Cost Function. Global Continuous Optimization with Error Bound and Fast Convergence. Swipe Mosaics from Video. Observing and Recom …

Modeling Time Series Similarity with Siamese Recurrent Networks. Multi-task learning with deep model based reinforcement learning. Cognitive state classification using transformed fMRI data. PixelVAE: A Latent Variable Model for Natural Images. How is a data-driven approach better than random choice in label space division for multi-label classific …

Complexity of Manipulation with Partial Information in Voting. Hippocampus Temporal Lobe Epilepsy Detection using a Combination of Shape-based Features and Spherical Harmonics Representation. Curie: A method for protecting SVM Classifier from Poisoning Attack. Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology A …

Dependency Language Models for Transition-based Dependency Parsing. Automatic Event Detection for Signal-based Surveillance. Adaptive Skills, Adaptive Partitions (ASAP). Diversity in Object Proposals. Neural Emoji Recommendation in Dialogue Systems. Deep Convolutional Networks as Models of Generalization and Blending Within Visual Creativity. Vista …

The red one!: On learning to refer to things based on discriminative properties. Two-View Label Propagation to Semi-supervised Reader Emotion Classification. An Unsupervised Method for Automatic Translation Memory Cleaning. Towards Generalizable Sentence Embeddings. Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text. …