Node Classification

Paper Group ANR 1607

January 26, 2020

ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths. Deep Hashing for Signed Social Network Embedding. Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions. Inference of a mesoscopic population …

Paper Group ANR 1657

January 25, 2020

Semantic Example Guided Image-to-Image Translation. Shadow Transfer: Single Image Relighting For Urban Road Scenes. One-to-one Mapping for Unpaired Image-to-image Translation. Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning. Characterizing the Variability in Face Recognition Accuracy Relat …

Paper Group ANR 1695

January 25, 2020

Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. end-to-end training of a large vocabulary end-to-end speech recognition system. Low-rank Random Tensor for Bilinear Pooling. Analyzing Customer Feedback for Product Fit Prediction. Efficient Contextual Representation Learning Without Softmax Layer. Weakly-Sup …

Paper Group ANR 1716

January 25, 2020

Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression. Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering. Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion. DR$\vert$GRADUATE: uncertainty-aware deep learning-based diabetic retino …

Paper Group ANR 1717

January 25, 2020

Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification. Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing. Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation. Verification and Validation of Semantic Annotations. A difficulty ranking approa …

Paper Group ANR 1718

January 25, 2020

Spiking Neural Predictive Coding for Continual Learning from Data Streams. Detecting gender differences in perception of emotion in crowdsourced data. Transfer of Temporal Logic Formulas in Reinforcement Learning. Towards High-fidelity Nonlinear 3D Face Morphable Model. Hierarchical Bayesian myocardial perfusion quantification. Research and applica …

Paper Group ANR 1750

January 25, 2020

Editing Text in the Wild. Automatic Post-Editing for Machine Translation. Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links. Two-sample Testing Using Deep Learning. Interpreting and Understanding Graph Convolutional Neural Network using Gradient-based Attribution Method. Context-Aware Monolingual Repair for Neura …

Paper Group ANR 1762

January 25, 2020

Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network. Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings. Tackling Graphical NLP problems with Graph Recurrent Networks. M$^2$VAE - Derivation of a Multi-Modal Variationa …

Paper Group ANR 1766

January 25, 2020

Context based Analysis of Lexical Semantics for Hindi Language. Hyperbolic Node Embedding for Signed Networks. Customized Graph Embedding: Tailoring Embedding Vectors to different Applications. MONET: Debiasing Graph Embeddings via the Metadata-Orthogonal Training Unit. Mobile Edge Computing, Blockchain and Reputation-based Crowdsourcing IoT Federa …

Paper Group NANR 35

January 25, 2020

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text. Reflexives in Czech from a Dependency Perspective. hpGAT: High-order Proximity Informed Graph Attention Network. Experiments on human incremental parsing. Amharic Question Answering for Biography, Definition, and Description Questions. On reducing translation shifts in …

Paper Group NANR 52

January 25, 2020

CensNet: Convolution with Edge-Node Switching in Graph Neural Networks. Differentially Private Covariance Estimation. UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection. Our Neural Machine Translation Systems for WAT 2019. TLR at BSNLP2019: A Multilingual Named Entity Recognition System. A Walk with SGD: How SGD E …

Paper Group NANR 75

January 25, 2020

Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. Evaluation of automatic collocation extraction methods for language learning. How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions. Analytic Score Prediction and Justification Identification in Automated Shor …

Paper Group NAWR 16

January 25, 2020

Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. Fast and Accurate Stochastic Gradient Estimation. Learning Macroscopic Brain Connectomes via Group-Sparse Factorization. Bridging Machine Learning and Logical Reasoning by Abductive Learning. Cross-channel Communication Networks. Selective Sampling-based Scalabl …

Paper Group NAWR 3

January 25, 2020

Detecting Argumentative Discourse Acts with Linguistic Alignment. Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation. Graph Agreement Models for Semi-Supervised Learning. DANet: Divergent Activation for Weakly Supervised Object Localization. Human Motion Prediction via Spatio-Temporal Inpainting. Push-pull …

Paper Group NAWR 43

January 25, 2020

A Non-negative Symmetric Encoder-Decoder Approach for Community Detection. A Late Fusion CNN for Digital Matting. Greedy Sampling for Approximate Clustering in the Presence of Outliers. PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. Splitter: Learning Node Representations that Capture Multiple S …

Paper Group NANR 139

January 24, 2020

Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning. Dimensionality reduction: theoretical perspective on practical measures. Unsupervised dialogue intent detection via hierarchical topic model. Policy Preference Detection in Parliamentary Debate Motions. The MADAR Shared Task on Arabic Fine-Grained Dialect Identificat …

Paper Group NANR 155

January 24, 2020

The Strength of the Weakest Supervision: Topic Classification Using Class Labels. Detecting Clitics Related Orthographic Errors in Turkish. DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning. An Alternative Deep Feature Approach to Line Level Keyword Spotting. The TALP-UPC Machine Translation Systems for WMT …

Paper Group NANR 182

January 24, 2020

A Model Cortical Network for Spatiotemporal Sequence Learning and Prediction. Parsing Meaning Representations: Is Easier Always Better?. Adversarial Exploration Strategy for Self-Supervised Imitation Learning. Agile Depth Sensing Using Triangulation Light Curtains. CGNF: Conditional Graph Neural Fields. Rethinking learning rate schedules for stocha …