Imitation Learning

Paper Group ANR 126

January 31, 2020

A Survey on Practical Applications of Multi-Armed and Contextual Bandits. Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1. A Novel BiLevel Paradigm for Image-to-Image Translation. Structured Output Learning with Conditional Gener …

Paper Group ANR 13

January 31, 2020

Translationese in Machine Translation Evaluation. A Bayesian/Information Theoretic Model of Bias Learning. Straight to Shapes++: Real-time Instance Segmentation Made More Accurate. Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects. SNAP: Finding Approximate Second-Order Stationary Solutions Efficien …

Paper Group ANR 145

January 31, 2020

Shared control schematic for brain controlled vehicle based on fuzzy logic. Learning Variable Impedance Control for Contact Sensitive Tasks. A Comparison of Policy Search in Joint Space and Cartesian Space for Refinement of Skills. Deep Learning for Low-Dose CT Denoising. CMR motion artifact correction using generative adversarial nets. Adaptive Ma …

Paper Group ANR 182

January 31, 2020

Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. Question Answering for Privacy Policies: Combining Computational and Legal Perspectives. Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications. GreyReID: A Two-stream Deep Framework with RGB-grey Information f …

Paper Group ANR 191

January 31, 2020

Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion. Preference-based Multiobjective Virtual Machine Placement: A Ceteris Paribus Approach. Efficient Motion Planning for Automated Lane Change based on Imitation Learning and Mixed-Integer Optimization. Named Entity Recognition for Electronic Health Records: A Comparison of Rule-base …

Paper Group ANR 21

January 31, 2020

How to Manipulate CNNs to Make Them Lie: the GradCAM Case. A Divergence Minimization Perspective on Imitation Learning Methods. Image captioning with weakly-supervised attention penalty. A Novel Continuous Representation of Genetic Programmings using Recurrent Neural Networks for Symbolic Regression. An Action Recognition network for specific targe …

Paper Group ANR 59

January 31, 2020

Mean Estimation from One-Bit Measurements. Online Graph-Based Change-Point Detection for High Dimensional Data. Appearance-Based Gaze Estimation Using Dilated-Convolutions. Purifying Naturalistic Images through a Real-time Style Transfer Semantics Network. DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features. Location A …

Paper Group ANR 64

January 31, 2020

Efficient predicate invention using shared “NeMuS”. An entropic feature selection method in perspective of Turing formula. Efficient Feature Selection techniques for Sentiment Analysis. Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma. Hyperspectral City V1.0 Dataset and Benchmark. Improved Multi-Stage Traini …

Paper Group ANR 87

January 31, 2020

Adaptive Period Embedding for Representing Oriented Objects in Aerial Images. Universal Adversarial Perturbations to Understand Robustness of Texture vs. Shape-biased Training. Automatic Intracranial Brain Segmentation from Computed Tomography Head Images. A study on the Interpretability of Neural Retrieval Models using DeepSHAP. Active Learning fo …

Paper Group AWR 408

January 31, 2020

Reasoning Visual Dialogs with Structural and Partial Observations. Multimodal Deep Learning for Finance: Integrating and Forecasting International Stock Markets. Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection. Learning Transformation Synchronization. miniSAM: A Flexible Factor Graph Non- …

Paper Group AWR 414

January 31, 2020

DeepAlign: Alignment-based Process Anomaly Correction using Recurrent Neural Networks. Implicit Semantic Data Augmentation for Deep Networks. Prose for a Painting. Topics to Avoid: Demoting Latent Confounds in Text Classification. Ranking Policy Gradient. Zero-shot transfer for implicit discourse relation classification. Urban Driving with Conditio …

Paper Group ANR 208

January 30, 2020

Language-Conditioned Graph Networks for Relational Reasoning. Secure Federated Matrix Factorization. Learning chordal extensions. A Survey on Biomedical Image Captioning. Fault Tolerance of Neural Networks in Adversarial Settings. Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration. Global Salien …

Paper Group ANR 222

January 30, 2020

Fast and Provable ADMM for Learning with Generative Priors. Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games. On-Policy Robot Imitation Learning from a Converging Supervisor. Source Generator Attribution via Inversion. Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems. Motion …

Paper Group ANR 225

January 30, 2020

A Deep, Forgetful Novelty-Seeking Movie Recommender Model. Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare. A Convergence Proof of Projected Fast Iterative Soft-thresholding Algorithm for Parallel Magnetic Resonance Imaging. Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series …

Paper Group ANR 227

January 30, 2020

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. Distributed Equivalent Substitution Training for Large-Scale Recommender Systems. Topic Augmented Generator for Abstractive Summarization. A robust method based on LOVO functions for solving least squares problems. Fast Color Constancy with Patch-wise Bright Pixels. Me …

Paper Group ANR 229

January 30, 2020

Automatic microscopic cell counting by use of deeply-supervised density regression model. Visual search and recognition for robot task execution and monitoring. Multi-Agent Reinforcement Learning with Multi-Step Generative Models. On Convex Duality in Linear Inverse Problems. SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Predicti …

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 246

January 30, 2020

Hand Pose Estimation: A Survey. Hierarchical Variational Imitation Learning of Control Programs. Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes. Do Attention Heads in BERT Track Syntactic Dependencies?. …

Paper Group ANR 272

January 30, 2020

Fitness Done Right: a Real-time Intelligent Personal Trainer for Exercise Correction. Distributed Synthesis of Surveillance Strategies for Mobile Sensors. Visualizing Topographic Independent Component Analysis with Movies. GRP Model for Sensorimotor Learning. On Multi-Armed Bandit Designs for Phase I Clinical Trials. Trees and Islands – Machine le …

Paper Group ANR 284

January 30, 2020

Architectural Tricks for Deep Learning in Remote Photoplethysmography. Semantically Driven Auto-completion. Infant Mortality Prediction using Birth Certificate Data. Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification. Deep Plug-and-Play Prior for Parallel MRI Reconstruction. Improved Reinforcement Learning th …

Paper Group ANR 310

January 30, 2020

A review on ranking problems in statistical learning. Cognitive Analysis of 360 degree Surround Photos. Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Multi-Modal Conditional Learning. Visual interpretation of the robustness of Non-Negative Associative Gradient Projection Points over function minimizers in mini-batch …

Paper Group ANR 323

January 30, 2020

Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection. Learning Norms from Stories: A Prior for Value Aligned Agents. Deep Learning for Localization in the Lung. Sharp Analysis for Nonconvex SGD Escaping from Saddle Points. Stackelberg Punishment and Bully-Proofing Autonomous Vehicles …

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …

Paper Group ANR 354

January 30, 2020

A Quaternion-based Certifiably Optimal Solution to the Wahba Problem with Outliers. Improving Captioning for Low-Resource Languages by Cycle Consistency. Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents. A Novel method for IDC Prediction in Breast Cancer Histopathology images using Deep Residual Neural Networks. Inf …

Paper Group ANR 379

January 30, 2020

Automatic Target Detection for Sparse Hyperspectral Images. A Unified Deep Learning Formalism For Processing Graph Signals. Awareness of Voter Passion Greatly Improves the Distortion of Metric Social Choice. Defending Against Adversarial Attacks Using Random Forests. AgentBuddy: A Contextual Bandit based Decision Support System for Customer Support …

Paper Group ANR 392

January 30, 2020

Transferable Recognition-Aware Image Processing. Improvement of Batch Normalization in Imbalanced Data. Theoretical Foundations of Defeasible Description Logics. Deep Generative Graph Distribution Learning for Synthetic Power Grids. Finding Your Voice: The Linguistic Development of Mental Health Counselors. JParaCrawl: A Large Scale Web-Based Engli …

Paper Group ANR 421

January 30, 2020

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder. Intelligent Active Queue Management Using Explicit Congestion Notification. I Can See Clearly Now : Image Restoration via De-Raining. LSTM Networks Can Perform Dynamic Counting …

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 …