Time Series

Paper Group ANR 1719

January 25, 2020

Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising. CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion. Hybrid Kronecker Product Decomposition and Approximation. A superpixel-driven deep learning approach for the analysis of dermatological wounds. A note on the quasiconvex Jensen divergences and the quasiconvex Br …

Paper Group ANR 1721

January 25, 2020

Spectrally-truncated kernel ridge regression and its free lunch. High-frequency crowd insights for public safety and congestion control. Improving Sentiment Analysis with Multi-task Learning of Negation. Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks. FDDWNet: A Lightweight Convolutional Neural Network for …

Paper Group ANR 1727

January 25, 2020

Wasserstein-Fisher-Rao Document Distance. MANELA: A Multi-Agent Algorithm for Learning Network Embeddings. An Imitation Learning Approach to Unsupervised Parsing. Inpatient2Vec: Medical Representation Learning for Inpatients. Adaptive Matrix Completion for the Users and the Items in Tail. Style Transfer with Time Series: Generating Synthetic Financ …

Paper Group ANR 1731

January 25, 2020

Anomaly Locality in Video Surveillance. Domain Partitioning Network. State Classification of Cooking Objects Using a VGG CNN. Deep Learning-Aided Tabu Search Detection for Large MIMO Systems. Optimal Estimation of Change in a Population of Parameters. Automatically Identifying Comparator Groups on Twitter for Digital Epidemiology of Pregnancy Outco …

Paper Group ANR 1735

January 25, 2020

Estimating Kullback-Leibler Divergence Using Kernel Machines. Visual Privacy Protection via Mapping Distortion. Approximate Guarantees for Dictionary Learning. Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. White-Box Adversarial Defense via Self-Supervised Data Estimation. Regret Minimisation in M …

Paper Group ANR 1738

January 25, 2020

Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks. Task-Assisted Domain Adaptation with Anchor Tasks. Robustness Guarantees for Deep Neural Networks on Videos. Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation. Leveraging exploration in off-policy algorithms via normalizing flows. The Alg …

Paper Group ANR 1747

January 25, 2020

Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning. Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity. Learning Priors for Adversarial Autoencoders. Mixed pooling of seasonality in time series pallet forecasting. A Survey on GANs for Anomaly Detection. Ensemble Quantile Classifier. …

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 1751

January 25, 2020

Weakly Supervised Recognition of Surgical Gestures. Self-supervised representation learning from electroencephalography signals. Evolving Spiking Neural Networks for Nonlinear Control Problems. Is This The Right Place? Geometric-Semantic Pose Verification for Indoor Visual Localization. Actively Learning Gaussian Process Dynamics. Improving Neural …

Paper Group ANR 1756

January 25, 2020

Modularization of End-to-End Learning: Case Study in Arcade Games. ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking. DR Loss: Improving Object Detection by Distributional Ranking. An Introductory Guide to Fano’s Inequality with Applications in Statistical Estimation. Understanding Multi-Hea …

Paper Group ANR 1757

January 25, 2020

A posteriori Trading-inspired Model-free Time Series Segmentation. Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. Solar-Sail Trajectory Design for Multiple Near Earth Asteroid Exploration Based on Deep Neural Networks. An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belie …

Paper Group ANR 1764

January 25, 2020

Spectrum Data Poisoning with Adversarial Deep Learning. Self-Attention Aligner: A Latency-Control End-to-End Model for ASR Using Self-Attention Network and Chunk-Hopping. Understanding MCMC Dynamics as Flows on the Wasserstein Space. DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning. Person …

Paper Group ANR 1767

January 25, 2020

Breast Anatomy Enriched Tumor Saliency Estimation. A dual mode adaptive basal-bolus advisor based on reinforcement learning. Efficient Projection-Free Online Methods with Stochastic Recursive Gradient. Meaning to Form: Measuring Systematicity as Information. Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong L …

Paper Group ANR 1768

January 25, 2020

Scalable Bayesian Preference Learning for Crowds. Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. A Structural Graph-Based Method for MRI Analysis. Deep learning Inversion of Seismic Data. Numerical Gaussian process Kalman filtering. Causality matters in medical imaging. Towards Pose-invariant Lip-Reading …

Paper Group ANR 1769

January 25, 2020

Visual Diagnosis of Dermatological Disorders: Human and Machine Performance. Extending the Service Composition Formalism with Relational Parameters. A Fast Saddle-Point Dynamical System Approach to Robust Deep Learning. LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns. DREAMT – Embodied Motivational C …

Paper Group ANR 1771

January 25, 2020

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator. All It Takes is 20 Questions!: A Knowledge Graph Based Approach. Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes. Assessment of Multiple-Biomarker Classifiers: fundamental principles and a p …

Paper Group ANR 1778

January 25, 2020

End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching. QuesNet: A Unified Representation for Heterogeneous Test Questions. TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition. Learning from …

Paper Group ANR 1779

January 25, 2020

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results. Frequency Separation for Real-World Super-Resolution. Training Set Effect on Super Resolution for Automated Target Recognition. Text Summarization in the Biomedical Domain. Summary Refinement through Denoising. STRASS: A Light and Effective Method for Extractive Summariza …

Paper Group NANR 17

January 25, 2020

Team Kermit-the-frog at SemEval-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features. Neural Lemmatization of Multiword Expressions. Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images. Integrating Bayesian and Discriminative Sparse Kernel Machines for Multi-class Active Lear …

Paper Group NANR 33

January 25, 2020

Revealing and Predicting Online Persuasion Strategy with Elementary Units. Do Language Models Have Common Sense?. UCSYNLP-Lab Machine Translation Systems for WAT 2019. Time-series Generative Adversarial Networks. Label Embedding using Hierarchical Structure of Labels for Twitter Classification. Decompositional Argument Mining: A General Purpose App …

Paper Group NANR 41

January 25, 2020

TCL - a Lexicon of Turkish Discourse Connectives. Universal Domain Adaptation. Boosting Local Shape Matching for Dense 3D Face Correspondence. VerbNet Representations: Subevent Semantics for Transfer Verbs. A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information. A Blissymbolics Translation Sy …

Paper Group NANR 54

January 25, 2020

Second-Order Non-Local Attention Networks for Person Re-Identification. Robust and fast heart rate variability analysis of long and noisy electrocardiograms using neural networks and images. IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection. What Does This Word Mean? Explaining Contextualized Embeddings with Natura …

Paper Group NANR 62

January 25, 2020

Generating Paraphrases with Lean Vocabulary. Reflection Removal Using a Dual-Pixel Sensor. Legal Linking: Citation Resolution and Suggestion in Constitutional Law. Multi-level analysis and recognition of the text sentiment on the example of consumer opinions. Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing. …

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 NANR 83

January 25, 2020

Video Magnification in the Wild Using Fractional Anisotropy in Temporal Distribution. How Training Data Affect the Accuracy and Robustness of Neural Networks for Image Classification. MoNERo: a Biomedical Gold Standard Corpus for the Romanian Language. Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain …

Paper Group NANR 88

January 25, 2020

GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS. Knowledge Graph Embedding via Graph Attenuated Attention Networks. Inverse Procedural Modeling of Knitwear. DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS. CDeepEx: Contrastive Deep Explanations. Dynamically Composing Domain-Data Selection with Clean-Data Selection by ``Co-Curricular L …

Paper Group NAWR 13

January 25, 2020

hULMonA: The Universal Language Model in Arabic. Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. Planning in entropy-regularized Markov decision processes and games. Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration. Efficient Pure Exploration in Adaptive Round model. Visual …

Paper Group NAWR 17

January 25, 2020

Realtime and Accurate 3D Eye Gaze Capture with DCNN-based Iris and Pupil Segmentation. Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters. ACIQ: Analytical Clipping for Integer Quantization of neural networks. Bayesian Hierarchical Dynamic Model for Human Action Recognition. Learning Generalizable Device Placement Algorit …