Calibration

Paper Group AWR 198

Paper Group AWR 198

July 29, 2019

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting. A Morphology-aware Network for Morphological Disambiguation. An Empirical Analysis of Feature Engineering for Predictive Modeling. Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CRF Autoencoder …
Paper Group ANR 171

Paper Group ANR 171

July 28, 2019

Directional Statistics and Filtering Using libDirectional. Training Support Vector Machines using Coresets. Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions. Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections. Supervisor Synthesis of POMDP based on Automata …
Paper Group ANR 205

Paper Group ANR 205

July 28, 2019

Bipartite Graph Matching for Keyframe Summary Evaluation. A recommender system to restore images with impulse noise. Warped-Linear Models for Time Series Classification. Semi-analytical approximations to statistical moments of sigmoid and softmax mappings of normal variables. On Learning Mixtures of Well-Separated Gaussians. Fiber-Flux Diffusion De …
Paper Group ANR 218

Paper Group ANR 218

July 28, 2019

Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. Independence clustering (without a matrix). SUNNY-CP and the MiniZinc Challenge. Mondrian Processes for Flow Cytometry Analysis. A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS). Long Short-Term Memory (LSTM) networks with jet const …
Paper Group ANR 234

Paper Group ANR 234

July 28, 2019

Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. Transfer learning from synthetic to real images using variational autoencoders for robotic applications. Learning body-affordances to simplify action spaces. A Paradigm Shift: Detecting Human Rights Violations Through Web Images. Latent Embeddings for Col …
Paper Group ANR 253

Paper Group ANR 253

July 28, 2019

Token-based Function Computation with Memory. Deep Ranking Model by Large Adaptive Margin Learning for Person Re-identification. Finite-sample risk bounds for maximum likelihood estimation with arbitrary penalties. Hybrid Conditional Planning using Answer Set Programming. Scientific document summarization via citation contextualization and scientif …
Paper Group ANR 262

Paper Group ANR 262

July 28, 2019

Simulating Structure-from-Motion. Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild. Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. Neural Networks for Text Correction and Completion in Keyboard Decoding. Biometrics-as-a-Service: A Framework to Promote Innovative Biometri …
Paper Group ANR 267

Paper Group ANR 267

July 28, 2019

Quantum Memristors in Quantum Photonics. Learning a Mixture of Deep Networks for Single Image Super-Resolution. Interpretable & Explorable Approximations of Black Box Models. Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration. AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards …
Paper Group ANR 270

Paper Group ANR 270

July 28, 2019

A Survey of Calibration Methods for Optical See-Through Head-Mounted Displays. Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images. Adaptive Regularization of Some Inverse Problems in Image Analysis. Subset Selection for Multiple Linea …
Paper Group ANR 273

Paper Group ANR 273

July 28, 2019

RegNet: Multimodal Sensor Registration Using Deep Neural Networks. Robotic Ironing with 3D Perception and Force/Torque Feedback in Household Environments. Experimental comparison of single-pixel imaging algorithms. Blind Image Deblurring Using Row-Column Sparse Representations. Polynomial Time Efficient Construction Heuristics for Vertex Separation …
Paper Group ANR 282

Paper Group ANR 282

July 28, 2019

Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts. MetaPAD: Meta Pattern Discovery from Massive Text Corpora. Complexity of Scheduling Charging in the Smart Grid. Threshold Constraints with Guarantees for Parity Objectives in Markov Decision Processes. Common Representation Learning Using Step-based Correlation Multi-Modal CN …
Paper Group ANR 285

Paper Group ANR 285

July 28, 2019

Optimal Resource Allocation in Distributed Broadband Wireless Communication Systems. Projection Free Rank-Drop Steps. Modeling the dynamics of domain specific terminology in diachronic corpora. Note on Evolution and Forecasting of Requirements: Communications Example. Predictive Liability Models and Visualizations of High Dimensional Retail Employe …
Paper Group ANR 297

Paper Group ANR 297

July 28, 2019

Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization. Longitudinal Study of Child Face Recognition. Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks. Scalable Co-Optimization of Morphology and Control in Embodied Machines. A Deep Compositional Framew …
Paper Group ANR 300

Paper Group ANR 300

July 28, 2019

Calibration of depth cameras using denoised depth images. Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery. Gait Recognition from Motion Capture Data. GSLAM: Initialization-robust Monocular Visual SLAM via Global Structure-from-Motion. What Will I Do Next? The Intention from Motion Experiment. Late …
Paper Group ANR 345

Paper Group ANR 345

July 28, 2019

Learning 2D Gabor Filters by Infinite Kernel Learning Regression. Adiabatic Quantum Computing for Binary Clustering. Extractive Multi-document Summarization Using Multilayer Networks. Towards a theory of word order. Comment on “Dependency distance: a new perspective on syntactic patterns in natural language” by Haitao Liu et al. Feature Mapping for …
Paper Group ANR 346

Paper Group ANR 346

July 28, 2019

Discretization-free Knowledge Gradient Methods for Bayesian Optimization. Machine vs Machine: Minimax-Optimal Defense Against Adversarial Examples. AFIF4: Deep Gender Classification based on AdaBoost-based Fusion of Isolated Facial Features and Foggy Faces. Overview: Generalizations of Multi-Agent Path Finding to Real-World Scenarios. Comprehensive …
Paper Group ANR 352

Paper Group ANR 352

July 28, 2019

Computationally and statistically efficient learning of causal Bayes nets using path queries. Sky detection and log illumination refinement for PDE-based hazy image contrast enhancement. Planar Object Tracking in the Wild: A Benchmark. X-View: Graph-Based Semantic Multi-View Localization. LSTM Networks for Data-Aware Remaining Time Prediction of Bu …
Paper Group ANR 353

Paper Group ANR 353

July 28, 2019

A Stronger Foundation for Computer Science and P=NP. IMU2Face: Real-time Gesture-driven Facial Reenactment. A Deep Recurrent Framework for Cleaning Motion Capture Data. Enabling Embodied Analogies in Intelligent Music Systems. Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs. Metrics for Deep Generative Models. C …
Paper Group ANR 356

Paper Group ANR 356

July 28, 2019

On Scalable Inference with Stochastic Gradient Descent. Single-Shot Clothing Category Recognition in Free-Configurations with Application to Autonomous Clothes Sorting. Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization. A Generally Applicable, Highly Scalable Measurement Computation and Optimization Approach …
Paper Group ANR 379

Paper Group ANR 379

July 28, 2019

Budget-Constrained Multi-Armed Bandits with Multiple Plays. Unsupervised Learning of Long-Term Motion Dynamics for Videos. Learning an Executable Neural Semantic Parser. Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem. Introduction to Formal Concept Analysis and Its Applications in Information Retrieva …
Paper Group ANR 384

Paper Group ANR 384

July 28, 2019

End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient. Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design?. Pillar Networks++: Distributed non-parametric deep and wide networks. Coalescent-based species tree estimation: a stochastic Farris transform. Independent Motion Detection with Event-dri …
Paper Group ANR 385

Paper Group ANR 385

July 28, 2019

Linear Regression with Shuffled Labels. “I know it when I see it”. Visualization and Intuitive Interpretability. Sliced Wasserstein Kernel for Persistence Diagrams. Normalized Total Gradient: A New Measure for Multispectral Image Registration. Employing Weak Annotations for Medical Image Analysis Problems. Disentangling group and link persistence i …
Paper Group ANR 389

Paper Group ANR 389

July 28, 2019

Convolutional Neural Network Committees for Melanoma Classification with Classical And Expert Knowledge Based Image Transforms Data Augmentation. SLDR-DL: A Framework for SLD-Resolution with Deep Learning. WordFence: Text Detection in Natural Images with Border Awareness. Optimization assisted MCMC. Tracking of enriched dialog states for flexible c …
Paper Group ANR 390

Paper Group ANR 390

July 28, 2019

Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness. Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States. Clingcon: The Next Generation. Deep Active Learning over the Long Tail. An Army of Me: Sockpuppets in Online Discussion Communities. Frequentist coverage and …
Paper Group ANR 402

Paper Group ANR 402

July 28, 2019

Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks. DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets. Objective evaluation metrics for automatic classification of EEG events. Gait Pattern Recognition Using Accelerometers. Subpopulation Diversity Based Selecting Migration Moment in …
Paper Group ANR 418

Paper Group ANR 418

July 28, 2019

A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA. GPU Activity Prediction using Representation Learning. Orthogonal Machine Learning for Demand Estimation: High Dimensional Causal Inference in Dynamic Panels. A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes. Limitations of …
Paper Group ANR 437

Paper Group ANR 437

July 28, 2019

A Fourier-invariant method for locating point-masses and computing their attributes. Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference. If it ain’t broke, don’t fix it: Sparse metric repair. A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials. Automated …
Paper Group ANR 439

Paper Group ANR 439

July 28, 2019

Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing. How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. Probabilistic Program Abstractions. A deep level set method for image segmentation. Basic Thresholding Classification. Size Matters: Cardinality-Constrained C …