Named Entity Recognition

Paper Group ANR 397

January 30, 2020

Markov chain Monte Carlo algorithms with sequential proposals. On-Device Neural Net Inference with Mobile GPUs. Contrast Phase Classification with a Generative Adversarial Network. Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?. Biologically inspired architectures for sample-efficient deep reinforcement learning. Prun …

Paper Group ANR 400

January 30, 2020

Dense Dilated Network with Probability Regularized Walk for Vessel Detection. Normalized Flat Minima: Exploring Scale Invariant Definition of Flat Minima for Neural Networks using PAC-Bayesian Analysis. Efficient crowdsourcing of crowd-generated microtasks. A new algorithm for shape matching and pattern recognition using dynamic programming. Evalua …

Paper Group ANR 443

January 30, 2020

Dependency-Aware Named Entity Recognition with Relative and Global Attentions. Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision. An Improved Tobit Kalman Filter with Adaptive Censoring Limits. Taking Care of The Discretization Problem:A Black-Box Adversarial Image Attack in Discrete Integer Domain. Br …

Paper Group ANR 453

January 30, 2020

Using association rule mining and ontologies to generate metadata recommendations from multiple biomedical databases. Constrained Generative Adversarial Networks for Interactive Image Generation. Multi-Gradient Descent for Multi-Objective Recommender Systems. Reinforcement Learning of Minimalist Numeral Grammars. Detecting Multiple Speech Disfluenc …

Paper Group ANR 475

January 30, 2020

Least-squares Optimal Relative Planar Motion for Vehicle-mounted Cameras. A Soft STAPLE Algorithm Combined with Anatomical Knowledge. Risk-Averse Explore-Then-Commit Algorithms for Finite-Time Bandits. Benanza: Automatic $μ$Benchmark Generation to Compute “Lower-bound” Latency and Inform Optimizations of Deep Learning Models on GPUs. Preparing Less …

Paper Group ANR 480

January 30, 2020

Analysis of Ward’s Method. MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender Systems. Defending Against Adversarial Iris Examples Using Wavelet Decomposition. Generalized Resilience and Robust Statistics. Labeler-hot Detection of EEG Epileptic Transients. Contract Statements Knowledge Service for Chatbots. Non-Ga …

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …

Paper Group ANR 513

January 29, 2020

An Application of Generative Adversarial Networks for Super Resolution Medical Imaging. High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. Towards Monitoring Parkinson’s Disease Following Drug Treatment: CGP Classification of rs-MRI Data. Codes, Functions, and Causes: A Critique of Brette’s Conceptual Analysis …

Paper Group ANR 543

January 29, 2020

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. One-Shot Weakly Supervised Video Object Segmentation. Efficient Video Semantic Segmentation with Labels Propagation and Refinement. Integer Programming for Learning Directed Acyclic Graphs from Continuous Data. Symmetric block-low-rank layers for fully reversib …

Paper Group ANR 558

January 29, 2020

Paper Group ANR 584

January 29, 2020

GmCN: Graph Mask Convolutional Network. MCTS-based Automated Negotiation Agent (Extended Abstract). Asymmetric Correntropy for Robust Adaptive Filtering. Neural Network Inference on Mobile SoCs. Cost-Sensitive Training for Autoregressive Models. $α$ Belief Propagation as Fully Factorized Approximation. Implicit Langevin Algorithms for Sampling From …

Paper Group ANR 647

January 29, 2020

Privately Learning Thresholds: Closing the Exponential Gap. Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks. Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment. Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns. Partially-supervised Mention Detection. Meta …

Paper Group ANR 648

January 29, 2020

Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization. Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters. Learning Task-Oriente …

Paper Group ANR 673

January 29, 2020

Machine Learning in/for Blockchain: Future and Challenges. Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER. Learning stochastic differential equations using RNN with log signature features. Multi-atlas image registration of clinical data with automated quality assessment using ventricle segment …

Paper Group ANR 688

January 29, 2020

A Fast and Efficient Stochastic Opposition-Based Learning for Differential Evolution in Numerical Optimization. Learning neutrino effects in Cosmology with Convolutional Neural Networks. Asymptotics of MAP Inference in Deep Networks. A Random Interaction Forest for Prioritizing Predictive Biomarkers. Who, Where, and What to Wear? Extracting Fashion …

Paper Group ANR 712

January 29, 2020

PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients. Explainable Deep Learning for Augmentation of sRNA Expression Profiles. Measure Contribution of Participants in Federated Learning. NESTA: Hamming Weight Compression-Based Neural Proc. Engine. Batch Uniformization for Minimizing Maximum Anomaly Score of DNN …

Paper Group ANR 726

January 29, 2020

An Argumentation-Based Reasoner to Assist Digital Investigation and Attribution of Cyber-Attacks. CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors. On Learning from Ghost Imaging without Imaging. Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics. Summarization and Visualization of Large Volumes of Broadcast …

Paper Group ANR 1004

January 28, 2020

DLA: Dense-Layer-Analysis for Adversarial Example Detection. Sparse Lifting of Dense Vectors: Unifying Word and Sentence Representations. Liability Design for Autonomous Vehicles and Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach. Robust Dense Mapping for Large-Scale Dynamic Environments. Prospect Theory Based Crowdsourcing for Class …

Paper Group ANR 1025

January 28, 2020

Fitting IVIM with Variable Projection and Simplicial Optimization. Multimodal Emotion Classification. Spatio-Temporal Deep Graph Infomax. Classification of glomerular hypercellularity using convolutional features and support vector machine. Deep Patent Landscaping Model Using Transformer and Graph Embedding. Towards better social crisis data with H …

Paper Group ANR 1026

January 28, 2020

A systematic review of human activity recognition using smartphones. Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service. On improving learning capability of ELM and an application to brain-computer interface. Document Similarity for Texts of Varying Lengths via Hidden Topics. Training Compact Models for Low Resou …

Paper Group ANR 786

January 28, 2020

Replacing the do-calculus with Bayes rule. Joint group and residual sparse coding for image compressive sensing. Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. Multi-Resolution Weak Supervision for Sequential Data. Galaxy classification: A machine learning analysis of GAMA catalogue data. STEERAGE: Synthe …

Paper Group ANR 840

January 28, 2020

Analysis of Chinese Tourists in Japan by Text Mining of a Hotel Portal Site. Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. Eigen Artificial Neural Networks. Data Poisoning Attacks on Stochastic Bandits. Regularization Shortcomings for Continual Learning. Sensor Fusion for Joint 3D Object Detection and Sema …

Paper Group ANR 844

January 28, 2020

The Deterministic plus Stochastic Model of the Residual Signal and its Applications. Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction. 4X4 Census Transform. Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?. Learning from Implicit Information in Natural Language Instructions for Robo …

Paper Group ANR 873

January 28, 2020

In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse. Toward Universal Testing of Dynamic Network Models. Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles. Semantic Search using Spreading Activation based on Ontology. RGPNet: A Real-Time General Purpose Semantic S …

Paper Group ANR 901

January 28, 2020

The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles’ Heel of Cognitive Networks?. Deep Anchored Convolutional Neural Networks. The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging. Time series cluster kernels to exploit informative missingness and incomplete label information. Cl …

Paper Group ANR 989

January 28, 2020

Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm. An attempt at beating the 3D U-Net. Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees. End-to-End Learning Deep CRF models for Multi-Object Tracking. Robust Membership Encoding: Inference Attacks and Copyright Protection for …

Paper Group ANR 1088

January 27, 2020

Convergence Rates of Gradient Descent and MM Algorithms for Generalized Bradley-Terry Models. Geodesic Distance Estimation with Spherelets. Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. Differentiable Algorithm Networks for Composable Robot Learning. Universal Transforming Geometric Network. Rel …

Paper Group ANR 1112

January 27, 2020

Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle. CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study. Early detection of sepsis utilizing deep learning on electronic health record event sequences. Learning the Depths of Moving People by Watching Frozen People. The Alt-Right and Gl …