Q-Learning

Paper Group ANR 33

Paper Group ANR 33

April 3, 2020

An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation. Memory-efficient Learning for Large-scale Computational Imaging. Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning. A Longitudinal Analysis of YouTube’s Promotion of Conspiracy Videos. Deep Reinforcement Learning with Linear Quadratic R …
Paper Group ANR 70

Paper Group ANR 70

April 3, 2020

Estimation of Rate Control Parameters for Video Coding Using CNN. Ready Policy One: World Building Through Active Learning. Learning Autoencoders with Relational Regularization. Context Aware Image Annotation in Active Learning. Boosting API Recommendation with Implicit Feedback. Facial Feedback for Reinforcement Learning: A Case Study and Offline …
Paper Group ANR 85

Paper Group ANR 85

April 3, 2020

Flexible Log File Parsing using Hidden Markov Models. Bi-objective Optimization of Biclustering with Binary Data. An Empirical Evaluation of Perturbation-based Defenses. MLFcGAN: Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction. Lung Infection Quantification of COVID-19 in CT Images with Deep Learning. Weakly-s …
Paper Group AWR 16

Paper Group AWR 16

April 3, 2020

A Deep Learning Approach for the Computation of Curvature in the Level-Set Method. Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog. Probabilistic 3D Multi-Object Tracking for Autonomous Driving. Interpretable Rumor Detection in Microblogs by Attending to User Interactions. Multi-task self-supervised le …
Paper Group AWR 39

Paper Group AWR 39

April 3, 2020

A Dataset of German Legal Documents for Named Entity Recognition. Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation. Listwise Learning to Rank by Exploring Unique Ratings. VerSe: A Vertebrae Labelling and Segmentation Benchmark. Probabilistic Regression for Visual Tracking. Instance Credibili …
Paper Group AWR 48

Paper Group AWR 48

April 3, 2020

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata. Reduced Dilation-Erosion Perceptron for Binary Classification. Learning State Abstractions for Transfer in Continuous Control. Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI C …
Paper Group AWR 58

Paper Group AWR 58

April 3, 2020

Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients. Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data. Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network. RL agents Implicitly Learning Human …
Paper Group ANR 117

Paper Group ANR 117

April 2, 2020

Challenges in Supporting Exploratory Search through Voice Assistants. Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation. Unsupervised Pre-trained, Texture Aware And Lightweight Model for Deep Learning-Based Iris Recognition Under Limited Annotated Data. Deep Learning for Automatic Tracking of …
Paper Group ANR 120

Paper Group ANR 120

April 2, 2020

Transfer Reinforcement Learning under Unobserved Contextual Information. TextCaps: a Dataset for Image Captioning with Reading Comprehension. Computer-Aided Assessment of Catheters and Tubes on Radiographs: How Good is Artificial Intelligence for Assessment?. Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from …
Paper Group ANR 122

Paper Group ANR 122

April 2, 2020

Towards precise causal effect estimation from data with hidden variables. Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition. A Formal Analysis of Multimodal Referring Strategies Under Common Ground. Learning medical triage from clinicians using Deep Q-Learning. On the Distributio …
Paper Group ANR 123

Paper Group ANR 123

April 2, 2020

Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation. Bi-Directional Generation for Unsupervised Domain Adaptation. LAMBERT: Layout-Aware language Modeling using BERT for information extraction. B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data. Adaptive Loss …
Paper Group ANR 124

Paper Group ANR 124

April 2, 2020

Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model. Tensor denoising and completion based on ordinal observations. Novelty search employed into the development of cancer treatment simulations. IoT Device Identification Using Deep Learning. Anypath Routing Protocol Design via Q-Learning for Underw …
Paper Group ANR 184

Paper Group ANR 184

April 2, 2020

Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering. Temporal Network Representation Learning via Historical Neighborhoods Aggregation. RNE: A Scalable Network Embedding for Billion-scale Recommendation. DeBayes: a Bayesian method for debiasing network embeddings. A Node Embedding Framework for Integration of Similarity …
Paper Group ANR 205

Paper Group ANR 205

April 2, 2020

Q-Learning for Mean-Field Controls. Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. Learning Cost Functions for Optimal Transport. Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images. An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generatio …
Paper Group ANR 206

Paper Group ANR 206

April 2, 2020

ExEm: Expert Embedding using dominating set theory with deep learning approaches. Classifying Images with Few Spikes per Neuron. Image Inpainting by Multiscale Spline Interpolation. Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach. Robust Q-learning. Disentangling Adaptive Gradient Methods from Le …
Paper Group ANR 219

Paper Group ANR 219

April 2, 2020

LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis. Deep Sigma Point Processes. Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data. Knot Selection in Sparse Gaussian Processes. Fast Depth Estimation for View Synthesis. Weakly-supervised Multi-output Regression via Correlated Gaussian Pr …
Paper Group ANR 225

Paper Group ANR 225

April 2, 2020

IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach. Optimisation of Large Wave Farms using a Multi-strategy Evolutionary Framework. Robust Policy Search for Robot Navigation with Stochastic Meta-Policies. CNN-based Repetitive self-revised learning for photos’ aesthetics imbalanc …
Paper Group ANR 227

Paper Group ANR 227

April 2, 2020

Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. Interpretability of machine learning based prediction models in healthcare. DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction. Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback. Thompson …
Paper Group ANR 232

Paper Group ANR 232

April 2, 2020

$μ$VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection. A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits. Activism by the AI Community: Analysing Recent Achieveme …
Paper Group ANR 250

Paper Group ANR 250

April 2, 2020

Polarizing Front Ends for Robust CNNs. Distributed Reinforcement Learning for Cooperative Multi-Robot Object Manipulation. Exploring Visual Patterns in Projected Human and Machine Decision-Making Paths. Detection of Information Hiding at Anti-Copying 2D Barcodes. The Whole Is Greater Than the Sum of Its Nonrigid Parts. A Federated Learning Framewor …
Paper Group ANR 255

Paper Group ANR 255

April 2, 2020

Chaotic Phase Synchronization and Desynchronization in an Oscillator Network for Object Selection. A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting. Predicting Rate of Cognitive Decline at Baseline Using a Deep Neural Network with Multidata Analysis. Cybersecurity for Industrial Control Systems: …
Paper Group ANR 258

Paper Group ANR 258

April 2, 2020

Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors. A Differential-form Pullback Programming Language for Higher-order Reverse-mode Automatic Differentiation. sKPNSGA-II: Knee point based MOEA with self-adaptive angle for Mission Planning Problems. On the Discrepancy between Density Estimation …
Paper Group ANR 261

Paper Group ANR 261

April 2, 2020

Weakly-Supervised Disentanglement Without Compromises. CAHPHF: Context-Aware Hierarchical QoS Prediction with Hybrid Filtering. Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning. Ill-Posedness and Optimization Geometry for Nonlinear Neural Network Training. Learning Nonlinear Loop Invariants with Gated Continuou …
Paper Group ANR 270

Paper Group ANR 270

April 2, 2020

Sharpe Ratio in High Dimensions: Cases of Maximum Out of Sample, Constrained Maximum, and Optimal Portfolio Choice. A Comparative Evaluation of Pitch Modification Techniques. Incremental Evolution and Development of Deep Artificial Neural Networks. Impact of Semantic Granularity on Geographic Information Search Support. Evaluation of Model Selectio …
Paper Group ANR 282

Paper Group ANR 282

April 2, 2020

Few-Shot Learning with Geometric Constraints. Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach. Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks. Crowdsourced Labeling for Worker-Task Specialization Block Model. Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks. When R …
Paper Group ANR 289

Paper Group ANR 289

April 2, 2020

Optimizing Correlated Graspability Score and Grasp Regression for Better Grasp Prediction. T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis. Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning. Batch Stationary Distribution Estimation. The Effect of Data Augmenta …
Paper Group ANR 304

Paper Group ANR 304

April 2, 2020

Robust Multi-channel Speech Recognition using Frequency Aligned Network. On Layer Normalization in the Transformer Architecture. Reinforcement Learning in FlipIt. Corrupted Multidimensional Binary Search: Learning in the Presence of Irrational Agents. Lattice protein design using Bayesian learning. FastDTW is approximate and Generally Slower than t …
Paper Group ANR 337

Paper Group ANR 337

April 2, 2020

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence. Antifragility Predicts the Robustness and Evolvability of Biological Networks through Multi-class Classification with a Convolutional Neural Network. Machine learning based co-creative design framework. Siamese Neural Networks for EEG-based Brain-comp …