Time Series

Paper Group ANR 335

January 30, 2020

A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access. Distributed Learning of Deep Neural Networks using Independent Subnet Training. Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network. A Variation …

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 357

January 30, 2020

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation. Metamorphic Testing for Object Detection Systems. Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data. Inferring linear and nonlinear Interaction networks using neighborhood support vec …

Paper Group ANR 360

January 30, 2020

On Learning Disentangled Representations for Gait Recognition. Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation. A Graph-Based Machine Learning Approach for Bot Detection. When Collaborative Filtering Meets Reinforcement Learning. Inferring Dynamic Representations of Facial Actions from a St …

Paper Group ANR 369

January 30, 2020

Self-Assignment Flows for Unsupervised Data Labeling on Graphs. Manifold Fitting under Unbounded Noise. Who is in Your Top Three? Optimizing Learning in Elections with Many Candidates. Fast and accurate reconstruction of HARDI using a 1D encoder-decoder convolutional network. Interpreting Distortions in Dimensionality Reduction by Superimposing Nei …

Paper Group ANR 376

January 30, 2020

Logic could be learned from images. Improving the Gating Mechanism of Recurrent Neural Networks. A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis. Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information. Automatic Short Answer Gradi …

Paper Group ANR 381

January 30, 2020

An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient. FusionMapping: Learning Depth Prediction with Monocular Images and 2D Laser Scans. Identify the cells’ nuclei based on the deep learning neural network. The Query Translation Landscape: a Survey. CopyCAT: Taking Control of Neural Policies with Constant Attacks. Differe …

Paper Group ANR 382

January 30, 2020

Consider ethical and social challenges in smart grid research. Discussion of “The Blessings of Multiple Causes” by Wang and Blei. Single Image Deblurring and Camera Motion Estimation with Depth Map. Sentiment and Sarcasm Classification with Multitask Learning. Ensemble Teaching for Hybrid Label Propagation. Probabilistic sequential matrix factoriza …

Paper Group ANR 390

January 30, 2020

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection. Reinforcement Learning with Non-uniform State Representations for Adaptive Search. Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space. Learning to Learn Semantic Parsers from Natural Language Supervision. Counterfactual diag …

Paper Group ANR 393

January 30, 2020

Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems. Option-Critic in Cooperative Multi-agent Systems. Forward Vehicle Collision Warning Based on Quick Camera Calibration. Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin. Hypothetical answers to continuous querie …

Paper Group ANR 394

January 30, 2020

5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. Mirovia: A Benchmarking Suite for Modern Heterogeneous Computing. Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsuper …

Paper Group ANR 399

January 30, 2020

Riposte! A Large Corpus of Counter-Arguments. Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues. Perceptual Attention-based Predictive Control. Online Non-Convex Learning: Following the Perturbed Leader is Optimal. An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. Hamiltonian Monte-Carlo f …

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …

Paper Group ANR 404

January 30, 2020

Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering. Structured Monte Carlo Sampling for Nonisotropic Distributions via Determinantal Point Processes. Deep Learning in Alzheimer’s disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data. Parameter Efficient Training of Deep Convolutio …

Paper Group ANR 417

January 30, 2020

Improving Natural Language Inference with a Pretrained Parser. A Categorisation of Post-hoc Explanations for Predictive Models. Low-Cost Outdoor Air Quality Monitoring and In-Field Sensor Calibration. A Time Series Analysis of Emotional Loading in Central Bank Statements. Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split V …

Paper Group ANR 424

January 30, 2020

LMVP: Video Predictor with Leaked Motion Information. A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. A concrete example of inclusive design: deaf-oriented accessibility. Domain-Relevant Embeddings for Medical Question Similarity. Traditional Machine Learning for Pitch Detection. Neural Rerendering in the Wild. Cor …

Paper Group ANR 440

January 30, 2020

Learning to Prune: Speeding up Repeated Computations. Time-sync Video Tag Extraction Using Semantic Association Graph. Hyper-Graph-Network Decoders for Block Codes. Interpretability Beyond Classification Output: Semantic Bottleneck Networks. Investigating Antigram Behaviour using Distributional Semantics. Carpe Diem, Seize the Samples Uncertain “At …

Paper Group ANR 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …

Paper Group ANR 446

January 30, 2020

Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language. Generalization in Transfer Learning. Model-based Lookahead Reinforcement Learning. Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit. KBSET – Knowledge-Based Support for Scholarly Editing and Text Processing. Three-Way Decisions-B …

Paper Group ANR 450

January 30, 2020

Dropout Induced Noise for Co-Creative GAN Systems. Unsupervised pre-training helps to conserve views from input distribution. Bayesian Linear Regression on Deep Representations. Matching-based Depth Camera and Mirrors for 3D Reconstruction. On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction. Approximate Bayesian computat …

Paper Group ANR 451

January 30, 2020

Benchmarking time series classification – Functional data vs machine learning approaches. Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory. Scale-dependent Relationships in Natural Language. Anthropometric clothing measurements from 3D body scans. A flexible integer linear programming formulation for scheduling clinic …

Paper Group ANR 458

January 30, 2020

Using Videos to Evaluate Image Model Robustness. Sub-pixel matching method for low-resolution thermal stereo images. Neural Architecture based on Fuzzy Perceptual Representation For Online Multilingual Handwriting Recognition. A Collaborative Framework for High-Definition Mapping. Separating Argument Structure from Logical Structure in AMR. Taking …

Paper Group ANR 460

January 30, 2020

Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework. A Quantum-inspired Algorithm for General Minimum Conical Hull Problems. Combining mixture models with linear mixing updates: multilayer image segmentation and synthesis. Value Functions for Depth-Limited Solving in …

Paper Group ANR 469

January 30, 2020

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning. Multivariate Uncertainty in Deep Learning. Is Discriminator a Good Feature Extractor?. Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. Region-wise Generative Adversarial ImageInpainting for …

Paper Group ANR 493

January 29, 2020

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images – Extended Version. Learning to Localize Temporal Events in Large-scale Video Data. Estudo comparativo de meta-heurísticas para problemas de colorações de grafos. Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series. High-dimensional structure …

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …

Paper Group ANR 509

January 29, 2020

Sum-of-square-of-rational-function based representations of positive semidefinite polynomial matrices. BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation. Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach. Spurious Vanishing Problem in Approximate Vanishing Ideal. Fast Convol …

Paper Group ANR 511

January 29, 2020

Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality. Multiple kernel learning for integrative consensus clustering of ‘omic datasets. Desaturating EUV observations of solar flaring storms. Deep Fuzzy Systems. Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learn …