Calibration

Paper Group ANR 603

October 18, 2019

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. An elementary derivation of the Chinese restaurant process from Sethuraman’s stick-breaking process. Classification of breast cancer histology images using transfer learning. Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection. Gu …

Paper Group ANR 607

October 18, 2019

Onion-Peeling Outlier Detection in 2-D data Sets. State Space Representations of Deep Neural Networks. Cognate-aware morphological segmentation for multilingual neural translation. Learning Compositional Representations for Few-Shot Recognition. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. Attention-based …

Paper Group ANR 615

October 18, 2019

Deep ChArUco: Dark ChArUco Marker Pose Estimation. q-Neurons: Neuron Activations based on Stochastic Jackson’s Derivative Operators. An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering. Multilingual Neural Machine Translation with Task-Specific Attention. Online Learning with an Almost Perfect Expert. Matrix Recovery wi …

Paper Group ANR 617

October 18, 2019

Gray-box Adversarial Training. Swarm robotics in wireless distributed protocol design for coordinating robots involved in cooperative tasks. Speaker Clustering With Neural Networks And Audio Processing. Deep learning algorithm for data-driven simulation of noisy dynamical system. The core consistency of a compressed tensor. Semi-Supervised Learning …

Paper Group ANR 621

October 18, 2019

Fundamental limits of detection in the spiked Wigner model. Lip Reading Using Convolutional Auto Encoders as Feature Extractor. A Collaborative Approach to Angel and Venture Capital Investment Recommendations. Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models. Predictive Uncertainty Estimation via Pri …

Paper Group ANR 627

October 18, 2019

Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction. “How Was Your Weekend?” A Generative Model of Phatic Conversation. Calibration-free B0 correction of EPI data using structured low rank matrix recovery. Estimation of multivariate asymmetric power GARCH models. Domain-Adaptive Single-View 3D Reconstruction. Hierarchical Sele …

Paper Group ANR 641

October 18, 2019

Efficient Anomaly Detection via Matrix Sketching. Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding. A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication. Troy: Give Attention to Saliency and for Saliency. The Web as a Knowledg …

Paper Group ANR 655

October 18, 2019

Beam Search Decoding using Manner of Articulation Detection Knowledge Derived from Connectionist Temporal Classification. Human-AI Learning Performance in Multi-Armed Bandits. Learning to Sketch with Shortcut Cycle Consistency. Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing. Sim-to-Real Transfer of …

Paper Group ANR 667

October 18, 2019

Crime Event Embedding with Unsupervised Feature Selection. A Multi-channel DART Algorithm. N-fold Superposition: Improving Neural Networks by Reducing the Noise in Feature Maps. Visualizing Neural Network Developing Perturbation Theory. Sharp Attention Network via Adaptive Sampling for Person Re-identification. Tracking all members of a honey bee c …

Paper Group ANR 669

October 18, 2019

Sequential Behavioral Data Processing Using Deep Learning and the Markov Transition Field in Online Fraud Detection. Automated Data Slicing for Model Validation:A Big data - AI Integration Approach. Meta Transfer Learning for Facial Emotion Recognition. On Cross-validation for Sparse Reduced Rank Regression. On the Runtime Analysis of the Clearing …

Paper Group ANR 673

October 18, 2019

Cross-Modal Attentional Context Learning for RGB-D Object Detection. A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning. DLHub: Model and Data Serving for Science. Canonical Correlation Analysis for Misaligned Satellite Image Change Detection. Coronary Calcium Detectio …

Paper Group ANR 674

October 18, 2019

Reliable Agglomerative Clustering. The GAN that Warped: Semantic Attribute Editing with Unpaired Data. Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks. Generalized two-dimensional linear discriminant analysis with regularization. Novel Sparse Recovery Algorithm …

Paper Group ANR 686

October 17, 2019

A Single-shot-per-pose Camera-Projector Calibration System For Imperfect Planar Targets. Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning. Which Facial Expressions Can Reveal Your Gender? A Study With 3D Faces. Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema …

Paper Group ANR 689

October 17, 2019

Joint Shape Representation and Classification for Detecting PDAC. Bag-of-Words as Target for Neural Machine Translation. Heuristic Approaches for Goal Recognition in Incomplete Domain Models. Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos. Development of deep learning algorithms to categorize free-text notes pertaining to diabetes: c …

Paper Group ANR 694

October 17, 2019

Translational Motion Compensation for Soft Tissue Velocity Images. A general system of differential equations to model first order adaptive algorithms. Embedding Models for Episodic Knowledge Graphs. Knowledge-Based Distant Regularization in Learning Probabilistic Models. Mind Your Language: Abuse and Offense Detection for Code-Switched Languages. …

Paper Group ANR 695

October 17, 2019

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages. Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation. Discriminative Learning of Similarity and Group Equi …

Paper Group ANR 700

October 17, 2019

Doubly Semi-Implicit Variational Inference. Stereo obstacle detection for unmanned surface vehicles by IMU-assisted semantic segmentation. Three for one and one for three: Flow, Segmentation, and Surface Normals. Low-Latency Human Action Recognition with Weighted Multi-Region Convolutional Neural Network. Neural Architecture Search Over a Graph Sea …

Paper Group ANR 709

October 17, 2019

Discriminative Cross-View Binary Representation Learning. Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. A Scalable Framework for Trajectory Prediction. PCA-Based Missing Information Imputation for Real-Time Crash Likelihood …

Paper Group ANR 736

October 17, 2019

Multimodal Image Captioning for Marketing Analysis. Learning audio and image representations with bio-inspired trainable feature extractors. Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes. Data Strategies for Fleetwide Predictive Maintenance. High-dimensional Varying Index Coefficient Models via Stein’s Identit …

Paper Group ANR 744

October 17, 2019

SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection. Data Fine-tuning. Directional Analysis of Stochastic Gradient Descent via von Mises-Fisher Distributions in Deep learning. Spatio-Temporal Channel Correlation Networks for Action Classification. Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Reso …

Paper Group ANR 747

October 17, 2019

PSDF Fusion: Probabilistic Signed Distance Function for On-the-fly 3D Data Fusion and Scene Reconstruction. Finding Solutions to Generative Adversarial Privacy. Generalization Bounds for Uniformly Stable Algorithms. Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach. Evaluating ResNeXt Model Architectur …

Paper Group ANR 748

October 17, 2019

Perfusion parameter estimation using neural networks and data augmentation. Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks. Consistent Position Bias Estimation without Online Interventions for Learning-to-Rank. Visual Localization of Key Positions for Visually Impaired People. Learning Object Localization and …

Paper Group ANR 762

October 17, 2019

Network Reconstruction and Controlling Based on Structural Regularity Analysis. On Training Recurrent Networks with Truncated Backpropagation Through Time in Speech Recognition. Vortex Pooling: Improving Context Representation in Semantic Segmentation. Approximating the covariance ellipsoid. Can LSTM Learn to Capture Agreement? The Case of Basque. …

Paper Group ANR 774

October 17, 2019

Generative Visual Rationales. Latent Space Policies for Hierarchical Reinforcement Learning. FASK with Interventional Knowledge Recovers Edges from the Sachs Model. High Dynamic Range SLAM with Map-Aware Exposure Time Control. Image Dataset for Visual Objects Classification in 3D Printing. Metric Learning for Phoneme Perception. Biased Embeddings f …

Paper Group ANR 786

October 17, 2019

Actively Avoiding Nonsense in Generative Models. Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders. Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences. Inference in Graded Bayesian Networks. An interpretable multiple kernel learning approach for the discovery of integrative cancer subtype …

Paper Group ANR 787

October 17, 2019

Generative Temporal Models with Spatial Memory for Partially Observed Environments. A Survey on Joint Object Detection and Pose Estimation using Monocular Vision. Network-based protein structural classification. Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences. Local Probabilistic Model for Bayesian Classification: …

Paper Group ANR 825

October 17, 2019

Supervised Domain Enablement Attention for Personalized Domain Classification. Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. A Genetic Programming Framework for 2D Platform AI. Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks. Statistical …

Paper Group ANR 831

October 17, 2019

3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds. Foreground Clustering for Joint Segmentation and Localization in Videos and Images. Countdown Regression: Sharp and Calibrated Survival Predictions. Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study. Bayesian estimation for large scale …