Text Summarization

Paper Group ANR 172

January 31, 2020

Hierarchical stochastic neighbor embedding as a tool for visualizing the encoding capability of magnetic resonance fingerprinting dictionaries. Learning to Answer Ambiguous Questions with Knowledge Graph. Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks. RinQ Fingerprinting: Recurrence-informed …

Paper Group ANR 183

January 31, 2020

Data Centers Job Scheduling with Deep Reinforcement Learning. Predicting Lake Erie Wave Heights using XGBoost. Exploiting Fast Decaying and Locality in Multi-Agent MDP with Tree Dependence Structure. On Semi-Supervised Multiple Representation Behavior Learning. Verifying Robustness of Gradient Boosted Models. Solving Markov Decision Processes with …

Paper Group ANR 27

January 31, 2020

Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image. Pretrain Soft Q-Learning with Imperfect Demonstrations. Temporal Analysis of Reddit Networks via Role Embeddings. When Labelled Data Hurts: Deep Semi-Supervised Classification with the Graph 1-Laplacian. Knowledge Distillation via Route Constrained Optimization. A …

Paper Group ANR 62

January 31, 2020

Discourse-Aware Neural Extractive Model for Text Summarization. Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion. Mirror Natural Evolution Strategies. Conformal Prediction based Spectral Clustering. Some Interesting Features of Memristor CNN. On the difficulty of learning and predicting the long-term dynamics of bo …

Paper Group ANR 88

January 31, 2020

Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. Asymmetric Random Projections. Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors. Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat. Alleviation of Gradient Exploding in GANs: Fake Can Be Real. Non-Intrusi …

Paper Group ANR 288

January 30, 2020

Machine Learning at the Network Edge: A Survey. Learning and Planning in Feature Deception Games. 3D Hand Shape and Pose Estimation from a Single RGB Image. V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control. Rk-means: Fast Clustering for Relational Data. Lessons from Building Acoustic Models with a Millio …

Paper Group ANR 338

January 30, 2020

Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. COSTRA 1.0: A Dataset of Complex Sentence Transformations. Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning. Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data. The Intrinsic …

Paper Group ANR 430

January 30, 2020

Mining GOLD Samples for Conditional GANs. Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. Natural Language Generation at Scale: A Case Study for Open Domain Question Answering. $\sqrt{n}$-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank. The double traveli …

Paper Group ANR 495

January 29, 2020

A framework for streamlined statistical prediction using topic models. Multi-Scale Learned Iterative Reconstruction. Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. AI Enabling Technologies: A Survey. Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strateg …

Paper Group ANR 532

January 29, 2020

Text Classification for Azerbaijani Language Using Machine Learning and Embedding. Mutual Information Scaling and Expressive Power of Sequence Models. Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts. Siamese Networks for Large-Scale Author Identification. Tackling Unit Commitment and Load Dispatch Problems Co …

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 630

January 29, 2020

Redirection Controller Using Reinforcement Learning. Robust Learning-based Predictive Control for Constrained Nonlinear Systems. Polynomial-time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation (Technical Report). Supervized Segmentation with Graph-Structured Deep Metric Learning. A Many Objective Optimization Appr …

Paper Group ANR 653

January 29, 2020

A Machine-Learning Approach for Earthquake Magnitude Estimation. An Intelligent Monitoring System of Vehicles on Highway Traffic. Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices. Stochastic Linear Optimization with Adversarial Corruption. Unsupervised Singing Voice Conversion. Solving Inverse Problems b …

Paper Group ANR 654

January 29, 2020

Neural Text Summarization: A Critical Evaluation. Symplectic Recurrent Neural Networks. Learning-based Model Predictive Control for Smart Building Thermal Management. Understanding Troll Writing as a Linguistic Phenomenon. Sistema Sensor para el Monitoreo Ambiental Basado en Redes Neuronales. Not All Attention Is Needed: Gated Attention Network for …

Paper Group ANR 716

January 29, 2020

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …

Paper Group ANR 724

January 29, 2020

Listening between the Lines: Learning Personal Attributes from Conversations. Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder. On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM. Modeling Confidence in Sequence-to-Sequence Models. Stochastic Conditional Gradient++. Improved Algorithm on Online Cluster …

Paper Group ANR 757

January 29, 2020

The Quo Vadis submission at Traffic4cast 2019. Neural Abstractive Text Summarization and Fake News Detection. Learning Feature Interactions with Lorentzian Factorization Machine. On the Impact of the Activation Function on Deep Neural Networks Training. Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction. Scen …

Paper Group ANR 1028

January 28, 2020

Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning. Evaluating structure learning algorithms with a balanced scoring function. What Makes Training Multi-Modal Classification Networks Hard?. Computing the Scope of Applicability for Acquired Task Knowledge …

Paper Group ANR 833

January 28, 2020

A Novel Demodulation and Estimation Algorithm for Blackout Communication: Extract Principal Components with Deep Learning. Unsupervised Text Summarization via Mixed Model Back-Translation. Robust Reinforcement Learning for Continuous Control with Model Misspecification. Stochastic Neural Network with Kronecker Flow. ASCNet: Adaptive-Scale Convoluti …

Paper Group ANR 902

January 28, 2020

Human Activity Recognition with Convolutional Neural Netowrks. Precipitation Nowcasting with Star-Bridge Networks. AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings. Attributed Rhetorical Structure Grammar for Domain Text Summarization. SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction o …

Paper Group ANR 916

January 28, 2020

Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy. Landing Probabilities of Random Walks for Seed-Set Expansion in Hypergraphs. Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling. Semantic expressive capacity with bounded memory. NuClick: From Clicks in the N …

Paper Group ANR 964

January 28, 2020

On approximating dropout noise injection. MTRNet: A Generic Scene Text Eraser. Robust Feature-Based Point Registration Using Directional Mixture Model. Neural-networks for geophysicists and their application to seismic data interpretation. Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space. Improving sample dive …

Paper Group ANR 1135

January 27, 2020

ChronoMID - Cross-Modal Neural Networks for 3-D Temporal Medical Imaging Data. Leveraging Dependency Forest for Neural Medical Relation Extraction. Variational Temporal Abstraction. Using Semantic Role Knowledge for Relevance Ranking of Key Phrases inDocuments: An Unsupervised Approach. A Probabilistic Generative Model of Linguistic Typology. RAP-N …

Paper Group ANR 1151

January 27, 2020

Appearance invariant Entry-Exit matching using visual soft biometric traits. Block Randomized Optimization for Adaptive Hypergraph Learning. On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks. Toward Best Practices for Explainable B2B Machine Learning. AdvFaces: Adversarial Face Synthesis. Evaluating Semantic Representatio …

Paper Group ANR 1207

January 27, 2020

Interactive Classification by Asking Informative Questions. SpatialFlow: Bridging All Tasks for Panoptic Segmentation. A Software to Detect OCC Emotion, Big-Five Personality and Hofstede Cultural Dimensions of Pedestrians from Video Sequences. The surprising little effectiveness of cooperative algorithms in parallel problem solving. Understanding C …

Paper Group ANR 1298

January 27, 2020

Uncertainty Based Detection and Relabeling of Noisy Image Labels. Improving Sequence-to-Sequence Learning via Optimal Transport. On the Robustness of Human Pose Estimation. Hamiltonian Generative Networks. Interpreting Verbal Irony: Linguistic Strategies and the Connection to the Type of Semantic Incongruity. Vector Field Neural Networks. Conceptor …

Paper Group ANR 1363

January 26, 2020

Towards hardware acceleration for parton densities estimation. Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction. Robust Deep Sensing Through Transfer Learning in Cognitive Radio. Error Analysis of Elitist Random Search Heuristics. ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for N …

Paper Group ANR 1367

January 26, 2020

User-Oriented Summaries Using a PSO Based Scoring Optimization Method. Risk-Aware Active Inverse Reinforcement Learning. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation. Interpretable Complex-Valued Neural Networks for Privacy Protection. Dynamic optimization with side information. Prostate Segmentation from 3D MRI Us …