Feature Engineering

Paper Group ANR 151

January 31, 2020

An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation. Data Masking with Privacy Guarantees. Multi-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes. Dota 2 with Large Scale Deep Reinforcement Learning. Neural Network Architecture Search with Differentiable Cartesian Ge …

Paper Group ANR 157

January 31, 2020

Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications. Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. Model-Agnostic Linear Competitors – When Interpretable Models Compete and Collaborate with Black-Box Models. Data Context Adaptation for Accurate Recommendation with Additional Inf …

Paper Group ANR 168

January 31, 2020

On the Convergence of FedAvg on Non-IID Data. Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed. English-Bhojpuri SMT System: Insights from the Karaka Model. DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification. Improving sequence-to-sequence speech recognition training with on-the-fly data augmenta …

Paper Group ANR 169

January 31, 2020

Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning. Streaming Adaptive Nonparametric Variational Autoencoder. Effective Data Augmentation with Multi-Domain Learning GANs. Knowledge Query Network: How Knowledge Interacts with Skills. Assessing the Impact of a User-Item Collaborative Attack on Cl …

Paper Group ANR 184

January 31, 2020

Differentiable Sparsification for Deep Neural Networks. Gated neural networks for implied volatility surfaces. Effective Network Compression Using Simulation-Guided Iterative Pruning. AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. Transformer Based Reinforcement Learning For Games. Turing-Completeness of Dyna …

Paper Group ANR 197

January 31, 2020

Copy-Move Forgery Classification via Unsupervised Domain Adaptation. Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation. Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting. Towards Optimal Structured CNN …

Paper Group ANR 26

January 31, 2020

VeREFINE: Integrating Object Pose Verification with Iterative Physics-guided Refinement. Soft Contextual Data Augmentation for Neural Machine Translation. Quality-based Pulse Estimation from NIR Face Video with Application to Driver Monitoring. A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks. ALEX: An Updatable A …

Paper Group ANR 6

January 31, 2020

A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers. Numerically Recovering the Critical Points of a Deep Linear Autoencoder. A Comparative Survey of Recent Natural Language Interfaces for Databases. ChebNet: Efficient and Stable Constructions of Deep Neural Networks with Rectified Powe …

Paper Group ANR 66

January 31, 2020

Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties. Solving Traveltime Tomography with Deep Learning. An Efficient Hardware-Oriented Dropout Algorithm. Embedded Bayesian Network Classifiers. Human-Machine Collaboration for Fast Land Cover Mapping. Age Progression and Regression with Spatial Attention Modules. Gro …

Paper Group ANR 69

January 31, 2020

Convolutional Neural Networks for User Identificationbased on Motion Sensors Represented as Image. Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD. Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy. A Universally Optimal M …

Paper Group ANR 92

January 31, 2020

Statistical Linear Models in Virus Genomic Alignment-free Classification: Application to Hepatitis C Viruses. Neural Generative Rhetorical Structure Parsing. Utility Analysis of Network Architectures for 3D Point Cloud Processing. A Robust Hybrid Approach for Textual Document Classification. Cross-Dataset Person Re-Identification via Unsupervised P …

Paper Group ANR 98

January 31, 2020

Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification. Deep Model Predictive Control with Online Learning for Complex Physical Systems. SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks. Asynchronous Online Federated Learning for Edge Devices. A Temporal Modul …

Paper Group AWR 373

January 31, 2020

Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation. Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. The Spectral Bias of the Deep Image Prior. Differentiable Physics-informed Graph Networks. ViP: Video Platform for PyTorch. Software architecture for YOLO, a creativi …

Paper Group AWR 423

January 31, 2020

Paper Group ANR 228

January 30, 2020

Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts. Unsupervised Representation Learning by Discovering Reliable Image Relations. Leveraging Knowledge Bases in LSTMs for Improving Machine Reading. Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. eSports Pro-Players Behavior During the Game Event …

Paper Group ANR 230

January 30, 2020

Uncovering Sociological Effect Heterogeneity using Machine Learning. Unsupervised Doodling and Painting with Improved SPIRAL. Active Learning within Constrained Environments through Imitation of an Expert Questioner. Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering. In Plain Sight: Media Bias Through the Lens of Factua …

Paper Group ANR 268

January 30, 2020

Learning to Discover Novel Visual Categories via Deep Transfer Clustering. Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. Can You Trust This Prediction? Auditing Pointwise Reliability After Learning. On guiding video object segmentation. Learning based Methods for Code Runtime Complexity P …

Paper Group ANR 269

January 30, 2020

Topological Machine Learning with Persistence Indicator Functions. Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere’s Disease. A Dataset of Multi-Illumination Images in the Wild. Weakly-supervised Action Localization with Background Modeling. A PolSAR Scattering Power Fac …

Paper Group ANR 286

January 30, 2020

ODN: Opening the Deep Network for Open-set Action Recognition. Towards Corner Case Detection for Autonomous Driving. Perils of Zero-Interaction Security in the Internet of Things. Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. Peer-to-peer Federated Learning on Graphs. Evaluating Text-to-Image Matching …

Paper Group ANR 327

January 30, 2020

Forecasting the 2017-2018 Yemen Cholera Outbreak with Machine Learning. Physical Adversarial Attacks Against End-to-End Autoencoder Communication Systems. Cascade Feature Aggregation for Human Pose Estimation. Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring. Optimizing Software Effort Estimation Models Using …

Paper Group ANR 408

January 30, 2020

Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices. Continual Prediction from EHR Data for Inpatient Acute Kidney Injury. Datalog Reasoning over Compressed RDF Knowledge Bases. Synthesizing facial photometries and corresponding geometries using generative adversarial networks. Barnes-Hut Approximation for …

Paper Group ANR 410

January 30, 2020

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval. Multi-Task Learning with Language Modeling for Question Generation. Electrical Impedance Tomography based on Genet …

Paper Group ANR 415

January 30, 2020

Unsupervised Image Matching and Object Discovery as Optimization. gradSLAM: Dense SLAM meets Automatic Differentiation. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters. CNN-based Cost Volume Analysis as Confidence Measure for …

Paper Group ANR 435

January 30, 2020

Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models. Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. In defense of OSVOS. A Comprehensive Study of Alzheimer’s Disease Classification Using Convolutional Neural Networks. HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learni …

Paper Group ANR 478

January 30, 2020

Complement Face Forensic Detection and Localization with FacialLandmarks. Knowledge Flow: Improve Upon Your Teachers. Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine. First Analysis of Local GD on Heterogeneous Data. Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Ima …

Paper Group ANR 541

January 29, 2020

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution. Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning. Assessing The Factual Accuracy of Generated Text. Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data. Transfer Lear …

Paper Group ANR 648

January 29, 2020

Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization. Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters. Learning Task-Oriente …

Paper Group ANR 666

January 29, 2020

Cross-task pre-training for acoustic scene classification. Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation. Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation. Transductive Data-Selection Algorithms for Fine-Tuning Neural Machine Translation. Clustering wit …