Asymptotic Confidence Regions for High-dimensional Structured Sparsity. Open-Category Classification by Adversarial Sample Generation. Meta learning Framework for Automated Driving. Stochastic Reformulations of Linear Systems: Algorithms and Convergence Theory. CT Image Reconstruction in a Low Dimensional Manifold. Map-based Multi-Policy Reinforcem …

Learning from Multi-View Multi-Way Data via Structural Factorization Machines. Byzantine-Tolerant Machine Learning. A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds. Cost-Optimal Learning of Causal Graphs. Scene Text Eraser. Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. $\left( β, \varpi \ri …

Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy. Ontologies in System Engineering: a Field Report. Unsupervised robust nonparametric learning of hidden community properties. Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression. Deep Reservoir Computing Using Cellular Automat …

To Learn or Not to Learn Features for Deformable Registration?. Improving Text Normalization by Optimizing Nearest Neighbor Matching. DAG-based Long Short-Term Memory for Neural Word Segmentation. Supervised Classification: Quite a Brief Overview. A Frame Tracking Model for Memory-Enhanced Dialogue Systems. A hierarchical loss and its problems when …

Towards Real-Time Search Planning in Subsea Environments. Tunnel Effects in Cognition: A new Mechanism for Scientific Discovery and Education. Spatial-Temporal Recurrent Neural Network for Emotion Recognition. Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning. Temporal Pattern Discovery for Accurate Sepsis Diagnosis …

Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. Restricted Causal Inference Algorithm. Non-Linear Phase-Shifting of Haar Wavelets for Run-Time All-Frequency Lighting. Blood capillaries …

Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. Bayesian Paragraph Vectors. Learning Fixation Point Strategy for Object Detection and Classification. Robust Real-Time Multi-View Eye Tracking. From Multimodal to Unimodal Webpages for Developing Countries. Multiple Insta …

Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training. Kiwi - A Minimalist CP Solver. Survey of modern Fault Diagnosis methods in networks. Megapixel Size Image Creation using Generative Adversarial Networks. Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization. Challenging Language-Dep …

Recovering True Classifier Performance in Positive-Unlabeled Learning. Loss Max-Pooling for Semantic Image Segmentation. Structured Optimal Transport. Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. SolarisNet: A Deep Regression Network for Solar Radiation Prediction. Mastering Sketching: Adver …

A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition. A Semantic QA-Based Approach for Text Summarization Evaluation. Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning …

Learning to Optimize Neural Nets. Query-guided Regression Network with Context Policy for Phrase Grounding. Parameter Reference Loss for Unsupervised Domain Adaptation. Insulin Regimen ML-based control for T2DM patients. From source to target and back: symmetric bi-directional adaptive GAN. Power Systems Data Fusion based on Belief Propagation. Lif …

Native Language Identification on Text and Speech. Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes. A Distributed Learning Dynamics in Social Groups. Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks. BENCHIP: Benchmarking Intelligence Processors. “Attention” f …

Stochastic Cubic Regularization for Fast Nonconvex Optimization. Completing a joint PMF from projections: a low-rank coupled tensor factorization approach. Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control. Model Extraction Warning in MLaaS Paradigm. Max-Margin Invariant Features from Transformed Unlabeled Data. A Te …

Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. Analogy Mining for Specific Design Needs. Improving Accuracy of Nonparametric Transfer Learning via Vector Segmentation. Modular Continual Learning in a Unified Visual Environment. Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method. When Kernel Methods meet Fe …