Time Series Analysis

Paper Group ANR 1348

January 26, 2020

The dynamics of the stomatognathic system from 4D multimodal data. Learning to Order Sub-questions for Complex Question Answering. Joint Language Identification of Code-Switching Speech using Attention based E2E Network. How Widely Can Prediction Models be Generalized? Performance Prediction in Blended Courses. Nonconvex sampling with the Metropoli …

Paper Group ANR 1361

January 26, 2020

Lattice-Based Transformer Encoder for Neural Machine Translation. Multi-Granularity Reasoning for Social Relation Recognition from Images. Neural Networks for Lorenz Map Prediction: A Trip Through Time. Measuring Social Bias in Knowledge Graph Embeddings. A Dataset Schema for Cooperative Learning from Demonstration in Multi-robots Systems. Deep-dus …

Paper Group ANR 1362

January 26, 2020

Forecasting Granular Audience Size for Online Advertising. Robustness Certificates Against Adversarial Examples for ReLU Networks. WaLDORf: Wasteless Language-model Distillation On Reading-comprehension. Confederated Machine Learning on Horizontally and Vertically Separated Medical Data for Large-Scale Health System Intelligence. Fusion-supervised …

Paper Group ANR 1438

January 26, 2020

Rebalancing Learning on Evolving Data Streams. Offline Recommender Learning Meets Unsupervised Domain Adaptation. Agglomerative Fast Super-Paramagnetic Clustering. Information Theoretic Feature Transformation Learning for Brain Interfaces. Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization. Spectra2pix: Generating Nanostructure …

Paper Group ANR 1515

January 26, 2020

Learning to Forget for Meta-Learning. Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention. Slow Feature Analysis for Human Action Recognition. SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation. Wyner VAE: Joint and Conditional Generation with Succinct Common Representation Learning. Power Gradient Descen …

Paper Group ANR 1518

January 26, 2020

Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. A Hierarchical Location Prediction Neural Network for Twitter User Geolocation. Thoth: Improved Rapid Serial Visual Presentation using Natural Language Processing. S …

Paper Group ANR 1539

January 26, 2020

Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity. From Multi-modal Property Dataset to Robot-centric Conceptual Knowledge About Household Objects. Generating Multi-Sentence Abstractive Summaries of Interleaved Texts. Advances in Machine Learning for the Behavioral Sciences. Dir …

Paper Group ANR 1575

January 26, 2020

Multi-MotifGAN (MMGAN): Motif-targeted Graph Generation and Prediction. Rényi Fair Inference. Multi-objective Bayesian Optimization using Pareto-frontier Entropy. Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes. PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. Minimally Supe …

Paper Group ANR 1602

January 26, 2020

Performance Evaluation of Two-layer lossless HDR Coding using Histogram Packing Technique under Various Tone-mapping Operators. Domain Adaptive Transfer Learning for Fault Diagnosis. Self Learning from Large Scale Code Corpus to Infer Structure of Method Invocations. Topological Feature Vectors for Chatter Detection in Turning Processes. On Robustn …

Paper Group ANR 1625

January 25, 2020

Large scale representation learning from triplet comparisons. High Sensitivity Snapshot Spectrometer Based on Deep Network Unmixing. Trading via Image Classification. Clone Swarms: Learning to Predict and Control Multi-Robot Systems by Imitation. Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization. Mul …

Paper Group ANR 1660

January 25, 2020

Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings. Thompson Sampling with Approximate Inference. Deep Adaptive Input Normalization for Time Series Forecasting. Selection via Proxy: Efficient Data Selection for Deep Learning. StRE: Self Attentive Edit Quality Prediction in Wikipedia. Techniques for Inferring Context …

Paper Group ANR 1667

January 25, 2020

Word-order biases in deep-agent emergent communication. Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners. A Speech Act Classifier for Persian Texts and its Application in Identify Speech Act of Rumors. MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. Time series model s …

Paper Group ANR 1673

January 25, 2020

DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier. Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. Estimating Forces of Robotic Pouring Using a LSTM RNN. Domain Adaptation Regularization for Spectral Pruning. Mixture Modeling of Global Shape Priors and Autoencoding Local Inte …

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 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 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 35

January 25, 2020

Hierarchical Encoding of Sequential Data With Compact and Sub-Linear Storage Cost. An OCR system for the Unified Northern Alphabet. Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions. APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs. What a neural language m …