Time Series

Paper Group ANR 441

Paper Group ANR 441

April 1, 2020

Deep Euler method: solving ODEs by approximating the local truncation error of the Euler method. Reward-rational (implicit) choice: A unifying formalism for reward learning. Improving Molecular Design by Stochastic Iterative Target Augmentation. Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics. Adequate and fair …
Paper Group ANR 447

Paper Group ANR 447

April 1, 2020

Depth Completion using a View Constrained Deep Prior. Deep Multi-Agent Reinforcement Learning for Decentralized Continuous Cooperative Control. End-to-End Models for the Analysis of Pupil Size Variations and Diagnosis of Parkinson’s Disease. Amplifying The Uncanny. Multi-View Photometric Stereo: A Robust Solution and Benchmark Dataset for Spatially …
Paper Group ANR 450

Paper Group ANR 450

April 1, 2020

Semi-supervised Anomaly Detection on Attributed Graphs. Expected Improvement versus Predicted Value in Surrogate-Based Optimization. Learning to mirror speaking styles incrementally. Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification. A Benchmark for Temporal Color Constancy. Print Defect Mapping with Semantic Segmen …
Paper Group ANR 453

Paper Group ANR 453

April 1, 2020

On the Minimum Achievable Age of Information for General Service-Time Distributions. Advances in Bandits with Knapsacks. Thermal coupling and effect of subharmonic synchronization in a system of two VO2 based oscillators. Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks. CookGAN: Meal Image Synthesis from Ingredients. The …
Paper Group ANR 455

Paper Group ANR 455

April 1, 2020

Considering discrepancy when calibrating a mechanistic electrophysiology model. Semantic Enrichment of Nigerian Pidgin English for Contextual Sentiment Classification. PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy. “Who is Driving around Me?” Unique Vehicle Instance Classification using Deep Neural Features. Deep …
Paper Group ANR 457

Paper Group ANR 457

April 1, 2020

Adaptive Conditional Neural Movement Primitives via Representation Sharing Between Supervised and Reinforcement Learning. Semantic Web Environments for Multi-Agent Systems: Enabling agents to use Web of Things via semantic web. Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning. Hyperplane Arran …
Paper Group ANR 469

Paper Group ANR 469

April 1, 2020

Supervised Deep Similarity Matching. Target-Embedding Autoencoders for Supervised Representation Learning. GPU-Accelerated Mobile Multi-view Style Transfer. Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently. Learning the Ising Model with Generative Neural Networks. Diffusion-ba …
Paper Group ANR 471

Paper Group ANR 471

April 1, 2020

Containment of Simple Regular Path Queries. Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS Algorithm. UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction. UPR: A Model-Driven Architecture for Deep Phase Retrieval. Residual T …
Paper Group ANR 474

Paper Group ANR 474

April 1, 2020

Deep Markov Spatio-Temporal Factorization. Machine learning on DNA-encoded libraries: A new paradigm for hit-finding. CheXpedition: Investigating Generalization Challenges for Translation of Chest X-Ray Algorithms to the Clinical Setting. Scaling MAP-Elites to Deep Neuroevolution. Convolutional Neural Network Pruning Using Filter Attenuation. Multi …
Paper Group ANR 475

Paper Group ANR 475

April 1, 2020

aphBO-2GP-3B: A budgeted asynchronously-parallel multi-acquisition for known/unknown constrained Bayesian optimization on high-performing computing architecture. Shared Mobile-Cloud Inference for Collaborative Intelligence. Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. Imbalance Learning for Variable Star Classi …
Paper Group ANR 477

Paper Group ANR 477

April 1, 2020

MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding. Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique. Belief Base Revision for Further Improvement of Unified Answer Set Programming. Self-supervised visual feature learning with curriculum. Tensor Networks for Language Modeling. Are …
Paper Group ANR 481

Paper Group ANR 481

April 1, 2020

C-DLinkNet: considering multi-level semantic features for human parsing. Intrinsic Motivation for Encouraging Synergistic Behavior. Learning to Represent Programs with Property Signatures. Segmentation of brain tumor on magnetic resonance imaging using a convolutional architecture. From Nesterov’s Estimate Sequence to Riemannian Acceleration. A Lab …
Paper Group ANR 490

Paper Group ANR 490

April 1, 2020

High-dimensional Neural Feature using Rectified Linear Unit and Random Matrix Instance. Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing. ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series. New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data. A Novel Fra …
Paper Group ANR 493

Paper Group ANR 493

April 1, 2020

PHOTON – A Python API for Rapid Machine Learning Model Development. Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment. Unpaired Image-to-Image Translation using Adversarial Consistency Loss. Adaptive Name Entity Recognition under Highly Unbalanced Data. What Emotions Make One or Five Stars? Unders …
Paper Group ANR 497

Paper Group ANR 497

April 1, 2020

Target Detection, Tracking and Avoidance System for Low-cost UAVs using AI-Based Approaches. Hybrid calibration procedure for fringe projection profilometry based on stereo-vision and polynomial fitting. Introducing Aspects of Creativity in Automatic Poetry Generation. Does label smoothing mitigate label noise?. Bypassing the Monster: A Faster and …
Paper Group ANR 499

Paper Group ANR 499

April 1, 2020

Leveraging Prior Knowledge for Protein-Protein Interaction Extraction with Memory Network. From Patterson Maps to Atomic Coordinates: Training a Deep Neural Network to Solve the Phase Problem for a Simplified Case. Model-assisted cohort selection with bias analysis for generating large-scale cohorts from the EHR for oncology research. Unsupervised …
Paper Group ANR 501

Paper Group ANR 501

April 1, 2020

AMR Similarity Metrics from Principles. Semantic Sensitive TF-IDF to Determine Word Relevance in Documents. Multi-label Prediction in Time Series Data using Deep Neural Networks. HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset. Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification. Accelerating RNN Transduc …
Paper Group ANR 512

Paper Group ANR 512

April 1, 2020

Relational State-Space Model for Stochastic Multi-Object Systems. Knowledge Representations in Technical Systems – A Taxonomy. Understanding Crowd Flow Movements Using Active-Langevin Model. Affinity guided Geometric Semi-Supervised Metric Learning. Advances in Collaborative Filtering and Ranking. Recognizing Handwritten Mathematical Expressions a …
Paper Group ANR 521

Paper Group ANR 521

April 1, 2020

Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case. Oracle Efficient Estimation of Structural Breaks in Cointegrating Regressions. Workload Prediction of Business Processes – An Approach Based on Process Mining and Recurrent Neural Networks. Dynamic Inference: A New Approach Toward Efficient Video Action Recognition …
Paper Group NANR 1

Paper Group NANR 1

April 1, 2020

Recurrent Neural Networks are Universal Filters. Anomalous Pattern Detection in Activations and Reconstruction Error of Autoencoders. Improved Generalization Bound of Permutation Invariant Deep Neural Networks. Domain-Invariant Representations: A Look on Compression and Weights. Zeno++: Robust Fully Asynchronous SGD. Collaborative Generated Hashing …
Paper Group NANR 10

Paper Group NANR 10

April 1, 2020

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning. An Empirical Study of Encoders and Decoders in Graph-Based Dependency Parsing. Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. Mode Connectivity and Sparse Neural Networks. Analysis of Video Feature Learning in Two-Stream CNNs on the Exa …
Paper Group NANR 100

Paper Group NANR 100

April 1, 2020

Relational State-Space Model for Stochastic Multi-Object Systems. Variance Reduction With Sparse Gradients. The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget. Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models. Novelty Detection Via Blurring. Federated Learning with Matched Averagi …
Paper Group NANR 108

Paper Group NANR 108

April 1, 2020

Symplectic Recurrent Neural Networks. Model-Augmented Actor-Critic: Backpropagating through Paths. Detecting Change in Seasonal Pattern via Autoencoder and Temporal Regularization. Weakly Supervised Clustering by Exploiting Unique Class Count. LARGE SCALE REPRESENTATION LEARNING FROM TRIPLET COMPARISONS. ICNN: INPUT-CONDITIONED FEATURE REPRESENTATI …
Paper Group NANR 11

Paper Group NANR 11

April 1, 2020

When Robustness Doesn’t Promote Robustness: Synthetic vs. Natural Distribution Shifts on ImageNet. A Unified framework for randomized smoothing based certified defenses. Augmenting Transformers with KNN-Based Composite Memory. Near-Zero-Cost Differentially Private Deep Learning with Teacher Ensembles. TOWARDS STABILIZING BATCH STATISTICS IN BACKWAR …
Paper Group NANR 112

Paper Group NANR 112

April 1, 2020

TSInsight: A local-global attribution framework for interpretability in time-series data. Connecting the Dots Between MLE and RL for Sequence Prediction. Quantum Semi-Supervised Kernel Learning. Meta-Graph: Few shot Link Prediction via Meta Learning. Learning transitional skills with intrinsic motivation. Distilling the Knowledge of BERT for Text G …
Paper Group NANR 125

Paper Group NANR 125

April 1, 2020

Understanding the (Un)interpretability of Natural Image Distributions Using Generative Models. MoET: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees. Universal Safeguarded Learned Convex Optimization with Guaranteed Convergence. Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combinati …
Paper Group NANR 128

Paper Group NANR 128

April 1, 2020

Tree-structured Attention Module for Image Classification. Contrastive Multiview Coding. Training a Constrained Natural Media Painting Agent using Reinforcement Learning. Principled Weight Initialization for Hypernetworks. Frustratingly easy quasi-multitask learning. Improving Visual Relation Detection using Depth Maps. On Evaluating Explainability …
Paper Group NANR 129

Paper Group NANR 129

April 1, 2020

At Your Fingertips: Automatic Piano Fingering Detection. Rigging the Lottery: Making All Tickets Winners. A Uniform Generalization Error Bound for Generative Adversarial Networks. Set Functions for Time Series. The fairness-accuracy landscape of neural classifiers. A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation. Phy …