Learning Large-Scale Bayesian Networks with the sparsebn Package. Learning Data Manifolds with a Cutting Plane Method. Survey of Recent Advances in Visual Question Answering. State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning. Subdeterminant Maximization via Nonconvex Relaxations and Anti-concentration. L1-no …

On the estimation of correlation in a binary sequence model. Joint Structured Learning and Predictions under Logical Constraints in Conditional Random Fields. Snapshot Difference Imaging using Time-of-Flight Sensors. Generating Query Suggestions to Support Task-Based Search. Depth Creates No Bad Local Minima. Asymptotic Allocation Rules for a Class …

Drift Analysis. Supervised Deep Hashing for Hierarchical Labeled Data. Query Efficient Posterior Estimation in Scientific Experiments via Bayesian Active Learning. A Real-time and Registration-free Framework for Dynamic Shape Instantiation. Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning. Product Graph-based Highe …

Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition. Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Pain-Free Random Differential Privacy with Sensitivity Sampling. Null Dyn …

One-Shot Coresets: The Case of k-Clustering. R-C3D: Region Convolutional 3D Network for Temporal Activity Detection. Robust Photometric Stereo via Dictionary Learning. Non-rigid image registration using fully convolutional networks with deep self-supervision. An Improved Oscillating-Error Classifier with Branching. Optimal Rates for Learning with N …

Scalable k-Means Clustering via Lightweight Coresets. Learning best K analogies from data distribution for case-based software effort estimation. SenseNet: 3D Objects Database and Tactile Simulator. Time-Dependent Representation for Neural Event Sequence Prediction. On the Consistency of Quick Shift. Lesion detection and Grading of Diabetic Retinop …

See the Near Future: A Short-Term Predictive Methodology to Traffic Load in ITS. Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning. A Multiple Radar Approach for Automatic Target Recognition of Aircraft using Inverse Synthetic Aperture Radar. Combinatorial Multi-armed Bandits for Real-Time Strategy Games. Ignoring Distr …

Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms. Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings. Lexical Simplification with the Deep Structured Similarity Model. …

Universal Dependencies for Afrikaans. High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm. Differentially Private Chi-squared Test by Unit Circle Mechanism. A Multi-task Approach to Predict Likability of Books. Should Neural Network Architecture Reflect Linguistic Structure?. Sparse Approximate Conic Hulls. Coll …