Latest Datasets and Technologies Presented in the Workshop on Grasping and Manipulation Datasets. Partial Recovery Bounds for the Sparse Stochastic Block Model. Image segmentation of cross-country scenes captured in IR spectrum. Which techniques does your application use?: An information extraction framework for scientific articles. Noisy Activatio …

Revealing the Hidden Patterns of News Photos: Analysis of Millions of News Photos Using GDELT and Deep Learning-based Vision APIs. Sample Complexity of Automated Mechanism Design. On the performance of different mutation operators of a subpopulation-based genetic algorithm for multi-robot task allocation problems. Polynomial-time Tensor Decompositi …

CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. Further properties of the forward-backward envelope with applications to difference-of-convex programming. Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. Benign-Malignant Lung Nodule Classification with Geometric and Appearance Histogram …

A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision. On Improving Informativity and Grammaticality for Multi-Sentence Compression. Labeled Multi-Bernoulli Tracking for Industrial Mobile Platform Safety. Joint Visual Denoisin …

Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising. Hierarchical learning for DNN-based acoustic scene classification. Demographic Dialectal Variation in Social Media: A Case Study of African-American English. Robustness of classifiers: from adversarial to random noise. DROW: Real-Time Deep Le …

Screening Rules for Convex Problems. Vietnamese Named Entity Recognition using Token Regular Expressions and Bidirectional Inference. Medical Image Synthesis with Context-Aware Generative Adversarial Networks. Selecting Efficient Features via a Hyper-Heuristic Approach. Using Virtual Humans to Understand Real Ones. Deep Clustering and Conventional …

Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking?. Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images. A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction. A Semi-supervised Framework for Image Captioning. Identifiability and Transportability in Dynamic Causal Networks. O …

How should we evaluate supervised hashing?. A Survey on Learning to Hash. Defining Concepts of Emotion: From Philosophy to Science. The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences. Fast and reliable stereopsis measurement at multiple distances with iPad. How to Use Temporal-Driven Constrained Cluster …

Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models. Structured Matrix Recovery via the Generalized Dantzig Selector. Robust Discriminative Clustering with Sparse Regularizers. A Detailed Rubric for Motion Segmentation. Fast On-Line Kernel Density Estimation for Active Object Localization. Graph Bas …

Developing an ICU scoring system with interaction terms using a genetic algorithm. Susceptibility of texture measures to noise: an application to lung tumor CT images. Argumentation Models for Cyber Attribution. Multiple Instance Hyperspectral Target Characterization. American Sign Language fingerspelling recognition from video: Methods for unrestr …

Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. MetaGrad: Multiple Learning Rates in Online Learning. Chi-squared Amplification: Identifying Hidden Hubs. Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets. Validation, comparison, and combination of algorithms for automatic detec …

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 …

3D Shape Induction from 2D Views of Multiple Objects. Generalizing Skills with Semi-Supervised Reinforcement Learning. Vocabulary Selection Strategies for Neural Machine Translation. Random Forest for Label Ranking. Predictive modelling of football injuries. Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an …

Relevant based structure learning for feature selection. Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study. Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds. Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images. Adversarial Top-$K$ Ranking. Compression of …

Learning to Rank Scientific Documents from the Crowd. Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling. Using Fuzzy Logic to Leverage HTML Markup for Web Page Representation. What makes ImageNet good for transfer learning?. Note on the equivalence of hierarchical variational models and auxili …