Analysis of a Design Pattern for Teaching with Features and Labels. Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data. Learning Joint Feature Adaptation for Zero-Shot Recognition. A Theoretical Analysis of Deep Neural Networks for Texture Classification. Coordination Event Detection and Initiator Identi …

DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification. Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data. Distributed and parallel time series feature extraction for industrial big data applications. A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams. Programming P …

Proposal for a Leaky-Integrate-Fire Spiking Neuron based on Magneto-Electric Switching of Ferro-magnets. Vicinity-Driven Paragraph and Sentence Alignment for Comparable Corpora. Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process. Automatic Selection of Stochastic Watershed Hierarchies. Multi-source Tr …

Exploring Segment Representations for Neural Segmentation Models. A Theory of Generative ConvNet. Optimal Margin Distribution Machine. Asymmetric Move Selection Strategies in Monte-Carlo Tree Search: Minimizing the Simple Regret at Max Nodes. Different approaches for identifying important concepts in probabilistic biomedical text summarization. A n …

Dataiku’s Solution to SPHERE’s Activity Recognition Challenge. A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation. How scientific literature has been evolving over the time? A novel statistical approach using tracking verbal-based methods. Characterization of Lung Nodule Malignancy using Hybrid Shape and Ap …

Readability-based Sentence Ranking for Evaluating Text Simplification. Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization. Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation. Texture analysis using deterministic partially self-avoiding walk with thresholds. TF.Learn: TensorFlow’s High-l …

The observer-assisted method for adjusting hyper-parameters in deep learning algorithms. Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification. Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce. Document Clustering Games in Static and Dynamic Scen …

Subspace Perspective on Canonical Correlation Analysis: Dimension Reduction and Minimax Rates. Discovering Picturesque Highlights from Egocentric Vacation Videos. Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks. Multivariate mixture model for myocardium segmentation combining multi-source images. Unsupe …

One-Shot Generalization in Deep Generative Models. GMM-Free Flat Start Sequence-Discriminative DNN Training. Active exploration in parameterized reinforcement learning. AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech. Distributed Multi-Task Relationship Learning. Video Propagation Networks. Tracking Amendments to Legislation and …

Probabilistic Failure Analysis in Model Validation & Verification. k-variates++: more pluses in the k-means++. Warped Convolutions: Efficient Invariance to Spatial Transformations. Forecasting Volatility in Indian Stock Market using Artificial Neural Network with Multiple Inputs and Outputs. Savu: A Python-based, MPI Framework for Simultaneous Proc …

Human Pose Estimation in Space and Time using 3D CNN. Efficient Calculation of Bigram Frequencies in a Corpus of Short Texts. Detection and Visualization of Endoleaks in CT Data for Monitoring of Thoracic and Abdominal Aortic Aneurysm Stents. Evaluating Urbanization from Satellite and Aerial Images by means of a statistical approach to the texture …

Efficient phase retrieval based on dark fringe recognition with an ability of bypassing invalid fringes. Deep Active Learning for Dialogue Generation. EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras. Learning Robust Features for Gait Recognition by Maximum Margin Criterion. A Survey of Visual Analysis of Human Motion and Its …