reinforcement learning

Paper Group ANR 1229

Paper Group ANR 1229

January 27, 2020

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging. BERT is Not a Knowledge Base (Yet): Factual Knowledge vs. Name-Based Reasoning in Unsupervised QA. Novelty Detection via Network Saliency in Visual-based Deep Learning. Vis …
Paper Group ANR 1231

Paper Group ANR 1231

January 27, 2020

Abnormal Client Behavior Detection in Federated Learning. Interrupted and cascaded permutation invariant training for speech separation. Mixup-breakdown: a consistency training method for improving generalization of speech separation models. Robust Deep Neural Networks Inspired by Fuzzy Logic. A Reinforcement Learning Approach for the Multichannel …
Paper Group ANR 1235

Paper Group ANR 1235

January 27, 2020

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps. Business Process Variant Analysis based on Mutual Fingerprints of Event Logs. How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint. SoftGAN: Learning generative models efficiently with application to CycleGAN Voice …
Paper Group ANR 1236

Paper Group ANR 1236

January 27, 2020

The Similarity-Consensus Regularized Multi-view Learning for Dimension Reduction. Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering. Visualizing Point Cloud Classifiers by Curvature Smoothing. Computational Ceramicology. Improving N-gram Language Models with Pre-trained Deep Transformer. On-line Search History-assiste …
Paper Group ANR 1238

Paper Group ANR 1238

January 27, 2020

Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora. Incremental learning of environment interactive structures from trajectories of individuals. Closed-Form Optimal Two-View Triangulation Based on Angular Errors. Using Subset Log-Likelihoods to Tri …
Paper Group ANR 1239

Paper Group ANR 1239

January 27, 2020

Machine Learning and the Internet of Things Enable Steam Flood Optimization for Improved Oil Production. “Bring Your Own Greedy"+Max: Near-Optimal $1/2$-Approximations for Submodular Knapsack. Graph heat mixture model learning. Robot-Friendly Cities. Emergence of Compositional Language with Deep Generational Transmission. Sentiment Analysis for Ara …
Paper Group ANR 1242

Paper Group ANR 1242

January 27, 2020

PuVAE: A Variational Autoencoder to Purify Adversarial Examples. Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR. What relations are reliably embeddable in Euclidean space?. Exploring Multilingual Syntactic Sentence Representations. Two-Stream Multi-Channel Convolutional Neural Network …
Paper Group ANR 1245

Paper Group ANR 1245

January 27, 2020

HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning. Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms. Syntax-Infused Variational Autoencoder for Text Generation. Attention-Privileged Reinforcement Learning. Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled E …
Paper Group ANR 1246

Paper Group ANR 1246

January 27, 2020

Improving the resolution of microscope by deconvolution after dense scan. Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection. Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds. Progressive Attention Memory Network for Movie Sto …
Paper Group ANR 1248

Paper Group ANR 1248

January 27, 2020

Personalised novel and explainable matrix factorisation. C-SALT: Mining Class-Specific ALTerations in Boolean Matrix Factorization. Uncalibrated Deflectometry with a Mobile Device on Extended Specular Surfaces. Feature Fusion for Robust Patch Matching With Compact Binary Descriptors. Modeling Sensorimotor Coordination as Multi-Agent Reinforcement L …
Paper Group ANR 1250

Paper Group ANR 1250

January 27, 2020

From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots. Oriented Point Sampling for Plane Detection in Unorganized Point Clouds. Tensor Regression Using Low-rank and Sparse Tucker Decompositions. BayesSim: adaptive domain randomization via probabilistic inference for robotics simulators. Op …
Paper Group ANR 1251

Paper Group ANR 1251

January 27, 2020

Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery. Graph Representation Learning: A Survey. Modulated binary cliquenet. Binary Space Partitioning Forests. Differentially private sub-Gaussian location estimators. Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emoti …
Paper Group ANR 1253

Paper Group ANR 1253

January 27, 2020

Efficient Bimanual Manipulation Using Learned Task Schemas. Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks. Tensor Completion via Gaussian Process Based Initialization. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. Federated machine learning with Anonymous Random Hybridization …
Paper Group ANR 1254

Paper Group ANR 1254

January 27, 2020

Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia. Optimising the Input Image to Improve Visual Relationship Detection. Deep Learning for Stock Selection Based on High Frequency Price-Volume Data. Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine s …
Paper Group ANR 1259

Paper Group ANR 1259

January 27, 2020

Method and System for Image Analysis to Detect Cancer. Three Branches: Detecting Actions With Richer Features. Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization. Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. Using machine learning to construct velocity fields from OH-PLIF ima …
Paper Group ANR 1260

Paper Group ANR 1260

January 27, 2020

RoboNet: Large-Scale Multi-Robot Learning. Robust Tensor Recovery with Fiber Outliers for Traffic Events. Probabilistic Successor Representations with Kalman Temporal Differences. A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories. Reluctant generalized additive modeling. Particle swarm optimization model to pre …
Paper Group ANR 1262

Paper Group ANR 1262

January 27, 2020

Parallel Restarted SPIDER – Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions. Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. A Compara …
Paper Group ANR 1263

Paper Group ANR 1263

January 27, 2020

A Fuzzy Inference System for the Identification. Bayesian Non-Parametric Multi-Source Modelling Based Determined Blind Source Separation. Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks. Machine-assisted annotation of forensic imagery. Fast communication-efficient spectral clustering over dis …
Paper Group ANR 1265

Paper Group ANR 1265

January 27, 2020

Action2Vec: A Crossmodal Embedding Approach to Action Learning. 3D Robot Pose Estimation from 2D Images. Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages. A kernel log-rank test of independence for right-censored data. Survival and Neural Models for Private Equity Exit Prediction. A Framework to Explore Wor …
Paper Group ANR 1267

Paper Group ANR 1267

January 27, 2020

Active Automata Learning with Adaptive Distinguishing Sequences. A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing. Latent Space Reinforcement Learning for Steering Angle Prediction. On the geometry of Stein variational gradient descent. Forecasting Future Action Sequences with Neural Memory Networks. Cluste …
Paper Group ANR 1272

Paper Group ANR 1272

January 27, 2020

Observing LOD using Equivalent Set Graphs: it is mostly flat and sparsely linked. Multi-Objective Evolutionary Algorithms platform with support for flexible hybridization tools. Measuring Belief and Risk Attitude. Evaluating robustness of language models for chief complaint extraction from patient-generated text. Safe and Near-Optimal Policy Learni …
Paper Group ANR 1274

Paper Group ANR 1274

January 27, 2020

Wasserstein Dependency Measure for Representation Learning. BEHRT: Transformer for Electronic Health Records. Acquisition of Inflectional Morphology in Artificial Neural Networks With Prior Knowledge. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. Mixed-Integer Optimization Approach to Le …
Paper Group ANR 1275

Paper Group ANR 1275

January 27, 2020

Effective problem solving using SAT solvers. An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. Conflict as an Inverse of Attention in Sequence Relationship. Restoring Chaos Using Deep Reinforcement Learning. Efficient Profile Maximum Likelihood for Universal Symmetric Property Estimation. Generative Learn …
Paper Group ANR 1277

Paper Group ANR 1277

January 27, 2020

Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison. Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series. Multi-Task Bidirectional Transformer Representations for Irony De …
Paper Group ANR 1279

Paper Group ANR 1279

January 27, 2020

Attributes-aided Part Detection and Refinement for Person Re-identification. Flavour Enhanced Food Recommendation. Unsupervised Separation of Dynamics from Pixels. Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter. Place-specific Background Modeling Using Recursive Autoencoders. Uncertainty-aware Model-based …
Paper Group ANR 1281

Paper Group ANR 1281

January 27, 2020

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making. The Runtime of the Compact Genetic Algorithm on Jump Functions. Learning Variable Ordering Heuristics for Solving Constraint Satisfaction P …
Paper Group ANR 1282

Paper Group ANR 1282

January 27, 2020

Human-like Decision Making for Autonomous Driving via Adversarial Inverse Reinforcement Learning. Technical Report on Visual Quality Assessment for Frame Interpolation. Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer. Simulation Model of Two-Robot Cooperation in Common Operating …
Paper Group ANR 1283

Paper Group ANR 1283

January 27, 2020

An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks. McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds. A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection. Lower Dimensional Kernels …