Named Entity Recognition

Paper Group ANR 625

October 18, 2019

Fruit Quantity and Quality Estimation using a Robotic Vision System. Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. Disturbance Grassmann Kernels for Subspace-Based Learning. Mathematics as information compression via the matching and unification of patterns. Pattern Analysis with Layered Self-Organizing Maps. SWA …

Paper Group ANR 664

October 18, 2019

I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames. Visual Data Synthesis via GAN for Zero-Shot Video Classification. Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment. signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization. Ensemble computation a …

Paper Group ANR 707

October 17, 2019

Machine Learning Analysis of Heterogeneity in the Effect of Student Mindset Interventions. A survey of advances in epistemic logic program solvers. Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search. On Learning Markov Chains. Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on t …

Paper Group ANR 720

October 17, 2019

Algorithms for solving optimization problems arising from deep neural net models: smooth problems. NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning. Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment. A Multi-Sta …

Paper Group ANR 725

October 17, 2019

On Configurable Defense against Adversarial Example Attacks. Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction. HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph. PCAS: Pruning Channels with Attention Statistics for Deep Network Compression. Improving D …

Paper Group ANR 740

October 17, 2019

Structure Learning of Deep Networks via DNA Computing Algorithm. A Byte-sized Approach to Named Entity Recognition. Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version). On Reinforcement Learning for Full-length Game of StarCraft. Application of Bounded Total Variation Denoising in Urban Traffic Analysis. Multiple …

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 811

October 17, 2019

Unsupervised monocular stereo matching. SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation. Adaptive Stochastic Gradient Langevin Dynamics: Taming Convergence and Saddle Point Escape Time. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Gen …

Paper Group ANR 856

October 17, 2019

Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices. Autonomous Wireless Systems with Artificial Intelligence. Estimating the intrinsic dimension of datasets by a minimal neighborhood information. A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis. Learning …

Paper Group ANR 859

October 17, 2019

Contributions to Biclustering of Microarray Data Using Formal Concept Analysis. Towards Fine Grained Network Flow Prediction. Adaptive Regularization Algorithms with Inexact Evaluations for Nonconvex Optimization. Theoretical and Experimental Analysis on the Generalizability of Distribution Regression Network. An Exact Quantized Decentralized Gradi …

Paper Group ANR 875

October 17, 2019

Optimizing Market Making using Multi-Agent Reinforcement Learning. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. Character-Level Feature Extraction with Densely Connected Networks. Decentralized Likelihood Quantile Networks for Improving Performance in Deep Multi-Agent Reinforcement Learning. Intelligence Graph. Communication-E …

Paper Group ANR 877

October 17, 2019

An Ensemble Model for Sentiment Analysis of Hindi-English Code-Mixed Data. The Deconfounded Recommender: A Causal Inference Approach to Recommendation. Motion Invariance in Visual Environments. Improved TDNNs using Deep Kernels and Frequency Dependent Grid-RNNs. Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility. A new system …

Paper Group ANR 882

October 17, 2019

Video based Contextual Question Answering. Few Shot Learning with Simplex. Avoiding Latent Variable Collapse With Generative Skip Models. Visual Attention for Behavioral Cloning in Autonomous Driving. Developing parsimonious ensembles using ensemble diversity within a reinforcement learning framework. Context Models for OOV Word Translation in Low- …

Paper Group ANR 898

October 17, 2019

Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation. GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. A Fully Automated System for Sizing Nasal PAP Masks Using Facial Photographs. Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. Supervised classi …

Paper Group ANR 918

October 17, 2019

Scene recognition with CNNs: objects, scales and dataset bias. Depth CNNs for RGB-D scene recognition: learning from scratch better than transferring from RGB-CNNs. QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships. Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Imag …

Paper Group ANR 936

October 17, 2019

On Stacked Denoising Autoencoder based Pre-training of ANN for Isolated Handwritten Bengali Numerals Dataset Recognition. Reasoning about Unforeseen Possibilities During Policy Learning. An Implementation of Back-Propagation Learning on GF11, a Large SIMD Parallel Computer. Optimal Stochastic Delivery Planning in Full-Truckload and Less-Than-Truckl …

Paper Group ANR 966

October 17, 2019

Neural Argument Generation Augmented with Externally Retrieved Evidence. Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems. Hindsight is Only 50/50: Unsuitability of MDP based Approximate POMDP Solvers for Multi-resolution Information Gathering. Differential Analysis of Directed Networks. Generating Photo-Realistic Training …

Paper Group ANR 1004

October 16, 2019

CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. Efficient Fastest-Path Computations in Road Maps. Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoders for Efficient Data Representations. Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index …

Paper Group ANR 1021

October 16, 2019

Functional Gradient Boosting based on Residual Network Perception. An Improved Deep Belief Network Model for Road Safety Analyses. A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition. Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion. Improving the Privacy and …

Paper Group ANR 1025

October 16, 2019

Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels. MetaBags: Bagged Meta-Decision Trees for Regression. Hierarchical Clustering with Structural Constraints. Weighted Tanimoto Coefficient for 3D Molecule Structure Similarity Measurement. More Knowledge is Better: Cross-Modality Volume Completion …

Paper Group ANR 1031

October 16, 2019

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach. A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues. Iris and periocular recognition in arabian race horses using deep convolutional neural networks. Recommendation System based on Semantic S …

Paper Group ANR 1032

October 16, 2019

Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification. Advancing System Performance with Redundancy: From Biological to Artificial Designs. A Robot to Shape your Natural Plant: The Machine Learning Approach to Model and Control Bio-Hybrid Systems. Phrase-Indexed Question Answering: A New Challenge for Sca …

Paper Group ANR 1042

October 16, 2019

Probabilistic Matrix Factorization with Personalized Differential Privacy. Extended pipeline for content-based feature engineering in music genre recognition. Neural Program Search: Solving Programming Tasks from Description and Examples. On the self-similarity of line segments in decaying homogeneous isotropic turbulence. Semi-Supervised Learning …

Paper Group ANR 1057

October 16, 2019

Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution. Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View. Self-Improving Visual Odometry. Learning to Detect. Semi-supervised Hashing for Semi-Paired Cross-View Retrieval. Non-attracting Regions of Local Minima in Deep and Wide Neural …

Paper Group ANR 1059

October 16, 2019

Stochastic Variance-Reduced Hamilton Monte Carlo Methods. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. Comparison-Based Random Forests. A fast quasi-Newton-type method for large-scale stochastic optimisation. Future-Prediction-Based Model for Neural Machine Translation. Improving Massive MIMO Belief Pro …

Paper Group ANR 1140

October 16, 2019

A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data. Data-Efficient Graph Embedding Learning for PCB Component Detection. A two-stage 3D Unet framework for multi-class segmentation on full resolution image. Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multise …

Paper Group ANR 1141

October 16, 2019

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …

Paper Group ANR 1152

October 16, 2019

Directly and Efficiently Optimizing Prediction Error and AUC of Linear Classifiers. DeepMoTIon: Learning to Navigate Like Humans. End-to-end named entity extraction from speech. A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. Receiver Operating Characteristic Curves and Confidence Bands for Support Vect …