Time Series Analysis

Paper Group AWR 134

October 21, 2019

Scale-aware multi-level guidance for interactive instance segmentation. Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition. Learning to Summarize Radiology Findings. Deep Multimodal Image-Repurposing Detection. Reinforcement Learning for Relation Classification from Noisy Data. Security Analysis of Deep …

Paper Group AWR 137

October 21, 2019

MRI Tumor Segmentation with Densely Connected 3D CNN. A new robust feature selection method using variance-based sensitivity analysis. Fact Checking in Community Forums. DropBlock: A regularization method for convolutional networks. A Study into the similarity in generator and discriminator in GAN architecture. Multilevel Wavelet Decomposition Netw …

Paper Group AWR 28

October 21, 2019

Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages. Path Aggregation Network for Instance Segmentation. Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN. ScratchDet: Training Single-Shot Object Detectors from Scratch. TSViz: Demystification of Deep Learning Models for Time-Series Analysis. Latent- …

Paper Group ANR 38

October 20, 2019

Human activity recognition based on time series analysis using U-Net. Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence. Adaptation to Easy Data in Prediction with Limited Advice. Random Feature Stein Discrepancies. On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. Activity Recognitio …

Paper Group AWR 249

October 20, 2019

jLDADMM: A Java package for the LDA and DMM topic models. Stochastic Gradient MCMC with Repulsive Forces. Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. Synthetic Lung Nodule 3D Image Generation Using Autoencoders. Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning. Dual Asymmetric …

Paper Group AWR 305

October 20, 2019

A Two-point Method for PTZ Camera Calibration in Sports. Invariant Information Clustering for Unsupervised Image Classification and Segmentation. Imputation and low-rank estimation with Missing Not At Random data. Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. Model Agnostic Time Series Analysis via Matrix …

Paper Group ANR 196

October 19, 2019

Real-to-Virtual Domain Unification for End-to-End Autonomous Driving. Reconstruction of training samples from loss functions. Meta-Gradient Reinforcement Learning. Deep Object-Centric Policies for Autonomous Driving. Studying the History of the Arabic Language: Language Technology and a Large-Scale Historical Corpus. Graph Refinement based Tree Ext …

Paper Group ANR 294

October 19, 2019

A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds. Deep Theory of Functional Connections: A New Method for Estimating the Solutions of PDEs. Neural Ranking Models for Temporal Dependency Structure Parsing. Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in C …

Paper Group ANR 458

October 18, 2019

Concept-Oriented Deep Learning. Robust multivariate and functional archetypal analysis with application to financial time series analysis. A Short Survey of Topological Data Analysis in Time Series and Systems Analysis. Long-term Tracking in the Wild: A Benchmark. Mind Your POV: Convergence of Articles and Editors Towards Wikipedia’s Neutrality Nor …

Paper Group ANR 507

October 18, 2019

A Hitchhiker’s Guide On Distributed Training of Deep Neural Networks. Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters. Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks. Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. Towards Automatic S …

Paper Group ANR 647

October 18, 2019

Deep Reinforcement Learning for Autonomous Driving. Harmonic Alignment. Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms. A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics. Large-scale Bisample Learning on ID Versus Spot Face Recognition. Fast Neural Chinese W …

Paper Group ANR 673

October 18, 2019

Cross-Modal Attentional Context Learning for RGB-D Object Detection. A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning. DLHub: Model and Data Serving for Science. Canonical Correlation Analysis for Misaligned Satellite Image Change Detection. Coronary Calcium Detectio …

Paper Group ANR 765

October 17, 2019

Detecting non-causal artifacts in multivariate linear regression models. Neural Control Variates for Variance Reduction. A predictor-corrector method for the training of deep neural networks. Constrained Policy Improvement for Safe and Efficient Reinforcement Learning. Phonology-Augmented Statistical Framework for Machine Transliteration using Limi …

Paper Group ANR 820

October 17, 2019

Building robust prediction models for defective sensor data using Artificial Neural Networks. News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions. Evaluation of Neural Networks for Image Recognition Applications: Designing a 0-1 MILP Model of a CNN to create adversarials. RELF: Robust Regression Ext …

Paper Group ANR 895

October 17, 2019

Learning View Priors for Single-view 3D Reconstruction. Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications. Methods for Segmentation and Classification of Digital Microscopy Tissue Images. Compressive Regularized Discriminant Analysis of High-Dimensional Data with Applications to Microarray Studies. F …

Paper Group ANR 952

October 17, 2019

Ego-Downward and Ambient Video based Person Location Association. Cooking State Recognition from Images Using Inception Architecture. RUSSE’2018: A Shared Task on Word Sense Induction for the Russian Language. A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector mac …

Paper Group ANR 1093

October 16, 2019

EmbNum: Semantic labeling for numerical values with deep metric learning. Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository. An Accurate and Real-time Self-blast Glass Insulator Location Method Based On Faster R-CNN and U-net with Aerial Images. L …

Paper Group ANR 1141

October 16, 2019

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …

Paper Group ANR 1143

October 16, 2019

Proceedings of the fourth “international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques” (iTWIST’18). Learning from multivariate discrete sequential data using a restricted Boltzmann machine model. Learning and Evaluating Sparse Interpretable Sentence Embeddings. Aerial LaneNet: Lane Marking Semantic Se …

Paper Group ANR 976

October 16, 2019

Learning Deep Sketch Abstraction. Decision Forests Induce Characteristic Kernels. Learning convex polytopes with margin. Fully Convolutional Grasp Detection Network with Oriented Anchor Box. A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation. Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Anal …