reinforcement learning

Paper Group ANR 397

Paper Group ANR 397

May 6, 2019

Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval. Minimum Description Length Principle in Supervised Learning with Application to Lasso. Reinforcement Learning in Conflicting Environments for Autonomous Vehicles. Real-time Eye Gaze Direction Classification Using Convolutional Neural Network. Twitter …
Paper Group ANR 398

Paper Group ANR 398

May 6, 2019

Achieving stable subspace clustering by post-processing generic clustering results. Using Word Embeddings in Twitter Election Classification. Fast Trajectory Simplification Algorithm for Natural User Interfaces in Robot Programming by Demonstration. Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems. Deeper …
Paper Group ANR 400

Paper Group ANR 400

May 6, 2019

Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information. Forecasting Framework for Open Access Time Series in Energy. Training a Probabilistic Graphical Model with Resistive Switching Electronic Synapses. Nonparametric Bayesian inference of the microcanonical stochastic block mode …
Paper Group ANR 401

Paper Group ANR 401

May 6, 2019

MML is not consistent for Neyman-Scott. Defending Non-Bayesian Learning against Adversarial Attacks. Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data. Geometric descent method for convex composite minimization. Making Tree Ensembles Interpretable. Building a robust sentiment lexicon with (almost) no resource. Imp …
Paper Group ANR 403

Paper Group ANR 403

May 6, 2019

Seer: Empowering Software Defined Networking with Data Analytics. Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation. Deep Retinal Image Understanding. Online Open World Recognition. Statistical comparison of classifiers through Bayesian hierarchical modelling. Improving Information Extraction by Acquiring External E …
Paper Group ANR 406

Paper Group ANR 406

May 6, 2019

On the Exponentially Weighted Aggregate with the Laplace Prior. Automatic 3D object detection of Proteins in Fluorescent labeled microscope images with spatial statistical analysis. How effective can simple ordinal peer grading be?. Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties. Hardware-oriented Appr …
Paper Group ANR 407

Paper Group ANR 407

May 6, 2019

Interactive Attention for Neural Machine Translation. Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. Comparison of Optimization Methods in Optical Flow Estimation. A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning. Quantile Reinforcement Learning. Binary Paragraph Vectors. Learning to Navigat …
Paper Group ANR 410

Paper Group ANR 410

May 6, 2019

Automated Alertness and Emotion Detection for Empathic Feedback During E-Learning. Eye detection in digital images: challenges and solutions. Improving Neural Network Generalization by Combining Parallel Circuits with Dropout. DISCO Nets: DISsimilarity COefficient Networks. Linear Convergence of SVRG in Statistical Estimation. Whiteout: Gaussian Ad …
Paper Group ANR 412

Paper Group ANR 412

May 6, 2019

Segmentation and Classification of Skin Lesions for Disease Diagnosis. Social Behavior Prediction from First Person Videos. Interactive Spoken Content Retrieval by Deep Reinforcement Learning. Ceteris paribus logic in counterfactual reasoning. Fast Task-Specific Target Detection via Graph Based Constraints Representation and Checking. Collaborative …
Paper Group ANR 413

Paper Group ANR 413

May 6, 2019

Patient-Driven Privacy Control through Generalized Distillation. Adaptive Learning Rate via Covariance Matrix Based Preconditioning for Deep Neural Networks. A Persona-Based Neural Conversation Model. ResFeats: Residual Network Based Features for Image Classification. Towards a Cognitive Routing Engine for Software Defined Networks. Exploration Pot …
Paper Group ANR 414

Paper Group ANR 414

May 6, 2019

Towards Score Following in Sheet Music Images. Sample-efficient Deep Reinforcement Learning for Dialog Control. Matching Handwritten Document Images. Risk-Sensitive Learning and Pricing for Demand Response. The Symbolic Interior Point Method. Technical Report: A Generalized Matching Pursuit Approach for Graph-Structured Sparsity. Stationary time-ve …
Paper Group ANR 417

Paper Group ANR 417

May 6, 2019

Developing an ICU scoring system with interaction terms using a genetic algorithm. Susceptibility of texture measures to noise: an application to lung tumor CT images. Argumentation Models for Cyber Attribution. Multiple Instance Hyperspectral Target Characterization. American Sign Language fingerspelling recognition from video: Methods for unrestr …
Paper Group ANR 418

Paper Group ANR 418

May 6, 2019

Embodiment of Learning in Electro-Optical Signal Processors. StuffNet: Using ‘Stuff’ to Improve Object Detection. Online Multi-view Clustering with Incomplete Views. Prediction of future hospital admissions - what is the tradeoff between specificity and accuracy?. Reinforcement Learning algorithms for regret minimization in structured Markov Decisi …
Paper Group ANR 419

Paper Group ANR 419

May 6, 2019

Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. Regulating Reward Training by Means of Certainty Prediction in a Neural Network-Implemented Pong Game. Comparative study of LSA vs Word2vec embeddings in small corpora: a case study in dreams database. Knowledge-Based Biomedical Word Sense Disambiguation with Ne …
Paper Group ANR 424

Paper Group ANR 424

May 6, 2019

Multi-stage Object Detection with Group Recursive Learning. Multi-Information Source Optimization. A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations. A Bayesian approach to type-specific conic fitting. Context and Interference Effects in the Combinations of Natural Concepts. 1.5 billion words Arabic Corpus …
Paper Group ANR 425

Paper Group ANR 425

May 6, 2019

Étude de Problèmes d’Optimisation Combinatoire à Multiples Composantes Interdépendantes. Density Matching Reward Learning. Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial. Predicting with Distributions. Multiplicative LSTM for sequence modelling. Robust Influence Maximization. Bayesian Nonparametric Modeling …
Paper Group ANR 428

Paper Group ANR 428

May 6, 2019

Robust Automated Human Activity Recognition and its Application to Sleep Research. Loss is its own Reward: Self-Supervision for Reinforcement Learning. Corporate Disruption in the Science of Machine Learning. Modular Deep Q Networks for Sim-to-real Transfer of Visuo-motor Policies. Review of Fall Detection Techniques: A Data Availability Perspectiv …
Paper Group ANR 434

Paper Group ANR 434

May 6, 2019

A Parallel Memory-efficient Epistemic Logic Program Solver: Harder, Better, Faster. Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks. Multi-way Particle Swarm Fusion. Predicting Counterfactuals from Large Historical Data and Small Randomized Trials. The Future of Data Analysis in the Neurosciences. Inverse Reinforcement Learn …
Paper Group ANR 435

Paper Group ANR 435

May 6, 2019

STDP-based spiking deep convolutional neural networks for object recognition. Accelerate Monte Carlo Simulations with Restricted Boltzmann Machines. Real Time Video Analysis using Smart Phone Camera for Stroboscopic Image. Modeling community structure and topics in dynamic text networks. Depth Reconstruction and Computer-Aided Polyp Detection in Op …
Paper Group ANR 436

Paper Group ANR 436

May 6, 2019

User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation. Instance-Aware Hashing for Multi-Label Image Retrieval. X-ray In-Depth Decomposition: Revealing The Latent Structures. Multiplicative weights, equalizers, and P=PPAD. Hierarchical Clustering of Asymmetric Networks. On the Evaluation of Dialogue Systems with Next Utterance Cla …
Paper Group ANR 437

Paper Group ANR 437

May 6, 2019

Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection. When Saliency Meets Sentiment: Understanding How Image Content Invokes Emotion and Sentiment. Learning Network of Multivariate Hawkes Processes: A Time Series Approach. Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs. Sensor-b …
Paper Group ANR 441

Paper Group ANR 441

May 5, 2019

One-Shot Generalization in Deep Generative Models. GMM-Free Flat Start Sequence-Discriminative DNN Training. Active exploration in parameterized reinforcement learning. AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech. Distributed Multi-Task Relationship Learning. Video Propagation Networks. Tracking Amendments to Legislation and …
Paper Group ANR 443

Paper Group ANR 443

May 5, 2019

SS4MCT: A Statistical Stemmer for Morphologically Complex Texts. Lifted Rule Injection for Relation Embeddings. Salient Region Detection with Convex Hull Overlap. Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. Stochastic Multidimensional Scaling. Generalized RBF kernel for incomplete data. A Framework for Parallel and D …
Paper Group ANR 444

Paper Group ANR 444

May 5, 2019

A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution. DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs. Less is More: Learning Prominent and Diverse Topics for Data Summarization. The constrained Dantzig selector with enhanced consistency. Modeling Human Reading …
Paper Group ANR 445

Paper Group ANR 445

May 5, 2019

Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging. Buried object detection using handheld WEMI with task-driven extended functions of multiple instances. Improved Dropout for Shallow and Deep Learning. Memory-enhanced Decoder for Neural Machine Translation. An Alternative Softmax Operator …
Paper Group ANR 449

Paper Group ANR 449

May 5, 2019

On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem. Distributed Averaging CNN-ELM for Big Data. A General Framework for Content-enhanced Network Representation Learning. Panoramic Structure from Motion via Geometric Relationship Detection. Explore First, Exploit Next: The True Shape of Regret in Bandit Probl …
Paper Group ANR 450

Paper Group ANR 450

May 5, 2019

Transport Analysis of Infinitely Deep Neural Network. A Hackathon for Classical Tibetan. Mahalanobis Distance for Class Averaging of Cryo-EM Images. Fractional Order Load-Frequency Control of Interconnected Power Systems Using Chaotic Multi-objective Optimization. Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Co …
Paper Group ANR 456

Paper Group ANR 456

May 5, 2019

Human Attention Estimation for Natural Images: An Automatic Gaze Refinement Approach. Autoregressive Moving Average Graph Filtering. Embedded Bandits for Large-Scale Black-Box Optimization. Joint Defogging and Demosaicking. Sparse Recovery from Extreme Eigenvalues Deviation Inequalities. Handwriting Profiling using Generative Adversarial Networks. …