Node Classification

Paper Group ANR 243

January 30, 2020

Physics Informed Extreme Learning Machine (PIELM) – A rapid method for the numerical solution of partial differential equations. Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks. GraphNAS: Graph Neural Architecture Search with Reinforcement Learning. Phoneme Level Language Models for Sequence Based Low Resource A …

Paper Group ANR 257

January 30, 2020

Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. A comparison of Deep Learning performances with other machine learning algorithms on credit scoring unbalanced data. What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination. Distributed SGD Generalizes Well Under Asynchrony. Superposition as …

Paper Group ANR 297

January 30, 2020

A Framework for Evaluating Agricultural Ontologies. Equations Derivation of VINS-Mono. Hyperlink Regression via Bregman Divergence. Identifying Adversarial Sentences by Analyzing Text Complexity. Pólygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models. Predicting Louisiana Public High School …

Paper Group ANR 322

January 30, 2020

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations. OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. Sparse inversion for derivative of log determinant. BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts. Robust learning with implicit residual networks. Moti …

Paper Group ANR 474

January 30, 2020

UGAN: Untraceable GAN for Multi-Domain Face Translation. Information Maximizing Visual Question Generation. A Deep Learning Model for Chilean Bills Classification. Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites. Genetic Algorithm based Multi-Objective Optimization of Solidification in Die Casting using Deep Neural Network a …

Paper Group ANR 541

January 29, 2020

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution. Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning. Assessing The Factual Accuracy of Generated Text. Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data. Transfer Lear …

Paper Group ANR 551

January 29, 2020

Label Super Resolution with Inter-Instance Loss. Virtual Adversarial Training on Graph Convolutional Networks in Node Classification. MixModule: Mixed CNN Kernel Module for Medical Image Segmentation. Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data. Persuasion for Good: Towards a Pers …

Paper Group ANR 564

January 29, 2020

Using Neural Networks for Programming by Demonstration. Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography. Deep Reinforcement Learning for Motion Planning of Mobile Robots. Evaluating the Effectiveness of Margin Parameter when Learning Knowledge Embedding Representation for Domain-specific Multi-relational Categorized Da …

Paper Group ANR 591

January 29, 2020

Jointly Aligning and Predicting Continuous Emotion Annotations. Spatio-Semantic ConvNet-Based Visual Place Recognition. Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks. Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform. Sentiment Dynamics in Social Media News C …

Paper Group ANR 628

January 29, 2020

Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning. Shooting Labels: 3D Semantic Labeling by Virtual Reality. Constant Curvature Graph Convolutional Networks. ResNetX: a more disordered and deeper network architecture. Improving Node Classification by Co-training Node Pair Classification: A No …

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 678

January 29, 2020

Node Attribute Generation on Graphs. Normalizing Constant Estimation with Gaussianized Bridge Sampling. Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering. Learning to Infer Entities, Properties and their Relations from Clinical Conversations. Learning Graphs from Noisy Epidemic Cascades. Extracting Symptom …

Paper Group ANR 692

January 29, 2020

Talking with Robots: Opportunities and Challenges. Non-parametric Probabilistic Load Flow using Gaussian Process Learning. RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation. SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. Bounded Residual Gradient Networks (BReG-Net) for Facial A …

Paper Group ANR 759

January 29, 2020

A system for generating complex physically accurate sensor images for automotive applications. Recognition of Multiple Food Items in a Single Photo for Use in a Buffet-Style Restaurant. Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics. BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using T …

Paper Group ANR 763

January 29, 2020

Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk. P-ODN: Prototype based Open Deep Network for Open Set Recognition. LATTE: Latent Type Modeling for Biomedical Entity Linking. YELM: End-to-End Contextualized Entity Linking. Object Detection in Specific Traffic Scenes using …

Paper Group ANR 768

January 29, 2020

Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation. Sign Language Recognition Analysis using Multimodal Data. MinCall - MinION end2end convolutional deep learning basecaller. AI-based Pilgrim Detection using Convolutional Neural Networks. Obj-GloVe: Scene-Based Contextual Object Embedding. Fake news detection using Deep …

Paper Group ANR 769

January 29, 2020

The Complexity of Making the Gradient Small in Stochastic Convex Optimization. Reference-Based Sequence Classification. On the Importance of Delexicalization for Fact Verification. Attributed Graph Learning with 2-D Graph Convolution. Conversational Product Search Based on Negative Feedback. Distribution-Dependent Analysis of Gibbs-ERM Principle. N …

Paper Group ANR 1067

January 28, 2020

Knowledge-guided Text Structuring in Clinical Trials. Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest. Machine Truth Serum. Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications. High-Resolutio …

Paper Group ANR 800

January 28, 2020

Noisy multi-label semi-supervised dimensionality reduction. a novel cross-lingual voice cloning approach with a few text-free samples. Spectral-GANs for High-Resolution 3D Point-cloud Generation. Boundary-Aware Salient Object Detection via Recurrent Two-Stream Guided Refinement Network. Transferring knowledge from monitored to unmonitored areas for …

Paper Group ANR 832

January 28, 2020

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …

Paper Group ANR 887

January 28, 2020

Gated-Dilated Networks for Lung Nodule Classification in CT scans. SGAS: Sequential Greedy Architecture Search. TensorNetwork for Machine Learning. Fast End-to-End Wikification. Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance. NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Pola …

Paper Group ANR 904

January 28, 2020

Affordable Uplift: Supervised Randomization in Controlled Experiments. Using AI for Economic Upliftment of Handicraft Industry. Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures. Bayesian Relational Memory for Semantic Visual Navigation. LAC-Nav: Collision-Free Mutiagent Navigation Based on The Local Action Cells. N …

Paper Group ANR 923

January 28, 2020

Endoscopic vs. volumetric OCT imaging of mastoid bone structure for pose estimation in minimally invasive cochlear implant surgery. Deep K-SVD Denoising. Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. Learning Fair and Interpretable Representations via Linear Orthogonalization. Model …

Paper Group ANR 981

January 28, 2020

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems. Data hiding in complex-amplitude modulation using a digital micromirror device. Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds. Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. Outlier-Robust Spatia …

Paper Group ANR 1074

January 27, 2020

Adaptive Generation of Phantom Limbs Using Visible Hierarchical Autoencoders. Graph Learning Network: A Structure Learning Algorithm. Efficient Private Algorithms for Learning Large-Margin Halfspaces. FOBE and HOBE: First- and High-Order Bipartite Embeddings. Large Scale Organization and Inference of an Imagery Dataset for Public Safety. Hierarchic …

Paper Group ANR 1134

January 27, 2020

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Paper Group ANR 1150

January 27, 2020

Pretrained Language Models for Document-Level Neural Machine Translation. Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation. Single Camera Training for Person Re-identification. Image Deconvolution with Deep Image and Kernel Priors. Liver segmentation and metastases detection in MR images using convolutional neural …

Paper Group ANR 1174

January 27, 2020

Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems. A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS. Dynamic Context Correspondence Network for Semantic Alignment. Locally adaptive activation functions with slope recovery term for deep and physics-informed ne …