reinforcement learning

Paper Group ANR 646

Paper Group ANR 646

July 27, 2019

Probabilistic Learning of Torque Controllers from Kinematic and Force Constraints. Crowdsourcing Multiple Choice Science Questions. A General Framework for Robust Interactive Learning. Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect. Provably Optimal Algorithms for Generalized Linear Contextual Bandits. Towards Neural Mach …
Paper Group ANR 647

Paper Group ANR 647

July 27, 2019

Interactive Video Object Segmentation in the Wild. Online Multi-Armed Bandit. An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos. Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions. Exact alignment recovery for correlated Erdős-Rényi graphs. Supporting Navigation of Outdoor Sh …
Paper Group ANR 652

Paper Group ANR 652

July 27, 2019

Relating Input Concepts to Convolutional Neural Network Decisions. Fine-graind Image Classification via Combining Vision and Language. Context Aware Document Embedding. Facial 3D Model Registration Under Occlusions With SensiblePoints-based Reinforced Hypothesis Refinement. Adversarial Discriminative Heterogeneous Face Recognition. Attention-Aware …
Paper Group ANR 654

Paper Group ANR 654

July 27, 2019

Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions. Incident Light Frequency-based Image Defogging Algorithm. DE-PACRR: Exploring Layers Inside the PACRR Model. Learning of Coordination Policies for Robotic Swarms. Principal Boundary on Riemannian Manifolds. Third-Person Imitation Learning. Semantically Consistent R …
Paper Group ANR 655

Paper Group ANR 655

July 27, 2019

Analysis and Optimization of fastText Linear Text Classifier. Mining Frequent Patterns in Process Models. Sound-Word2Vec: Learning Word Representations Grounded in Sounds. Diffusion geometry unravels the emergence of functional clusters in collective phenomena. Learning Algorithms for Active Learning. Personalized Survival Predictions for Cardiac T …
Paper Group ANR 656

Paper Group ANR 656

July 27, 2019

Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks. Variants of RMSProp and Adagrad with Logarithmic Regret Bounds. ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. Using Deep Neural Network Approximate Bayesian Network. Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network …
Paper Group ANR 657

Paper Group ANR 657

July 27, 2019

Stochastic Variance Reduction Methods for Policy Evaluation. Visualizations for an Explainable Planning Agent. A Unified Multi-Faceted Video Summarization System. Building a Regular Decision Boundary with Deep Networks. Online Monotone Games. Bayesian inference on random simple graphs with power law degree distributions. Multi-Image Semantic Matchi …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …
Paper Group ANR 661

Paper Group ANR 661

July 27, 2019

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …
Paper Group ANR 665

Paper Group ANR 665

July 27, 2019

Big Data Classification Using Augmented Decision Trees. Ambiguity and Incomplete Information in Categorical Models of Language. Fashion Conversation Data on Instagram. Obstacle Avoidance Using Stereo Camera. ACCBench: A Framework for Comparing Causality Algorithms. Object-Oriented Knowledge Representation and Data Storage Using Inhomogeneous Classe …
Paper Group ANR 666

Paper Group ANR 666

July 27, 2019

A dynamic connectome supports the emergence of stable computational function of neural circuits through reward-based learning. Generating Reflectance Curves from sRGB Triplets. Two-temperature logistic regression based on the Tsallis divergence. NSML: A Machine Learning Platform That Enables You to Focus on Your Models. Exchangeable choice function …
Paper Group ANR 669

Paper Group ANR 669

July 27, 2019

Dynamic Model Selection for Prediction Under a Budget. Video Question Answering via Attribute-Augmented Attention Network Learning. Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks. Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and $k$-me …
Paper Group ANR 670

Paper Group ANR 670

July 27, 2019

μ-MAR: Multiplane 3D Marker based Registration for Depth-sensing Cameras. A Perceptual Measure for Deep Single Image Camera Calibration. Weakly-Supervised Spatial Context Networks. Decision Trees for Helpdesk Advisor Graphs. Learning to Mix n-Step Returns: Generalizing lambda-Returns for Deep Reinforcement Learning. Deep Region Hashing for Efficien …
Paper Group ANR 671

Paper Group ANR 671

July 27, 2019

Effective Strategies in Zero-Shot Neural Machine Translation. SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation. Blind nonnegative source separation using biological neural networks. Pushing the envelope in deep visual recognition for mobile platforms. Predictive State Recurrent Neural Networks. Cross-Platform Emoji Interp …
Paper Group ANR 672

Paper Group ANR 672

July 27, 2019

Near Optimal Sketching of Low-Rank Tensor Regression. Visual Multiple-Object Tracking for Unknown Clutter Rate. Recovery of structure of looped jointed objects from multiframes. Ultrafast photonic reinforcement learning based on laser chaos. Guaranteed Parameter Estimation for Discrete Energy Minimization. Face Transfer with Generative Adversarial …
Paper Group ANR 674

Paper Group ANR 674

July 27, 2019

Distribution-Based Categorization of Classifier Transfer Learning. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. On Prediction and Tolerance Intervals for Dynamic Treatment Regimes. De-identification In practice. Pseudorehearsal in value function approximation. Alternating Iteratively Reweighted Minimization Al …
Paper Group ANR 679

Paper Group ANR 679

July 27, 2019

Making 360$^{\circ}$ Video Watchable in 2D: Learning Videography for Click Free Viewing. On the Interplay between Strong Regularity and Graph Densification. A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering. Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss. Unders …
Paper Group ANR 682

Paper Group ANR 682

July 27, 2019

Asymptotic Confidence Regions for High-dimensional Structured Sparsity. Open-Category Classification by Adversarial Sample Generation. Meta learning Framework for Automated Driving. Stochastic Reformulations of Linear Systems: Algorithms and Convergence Theory. CT Image Reconstruction in a Low Dimensional Manifold. Map-based Multi-Policy Reinforcem …
Paper Group ANR 683

Paper Group ANR 683

July 27, 2019

Active Learning amidst Logical Knowledge. Best Viewpoint Tracking for Camera Mounted on Robotic Arm with Dynamic Obstacles. Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding. Recognizing and Curating Photo Albums via Event-Specific Image Importance. Fast and easy blind deblurring using an inverse filter an …
Paper Group ANR 685

Paper Group ANR 685

July 27, 2019

Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition. Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Pain-Free Random Differential Privacy with Sensitivity Sampling. Null Dyn …
Paper Group ANR 688

Paper Group ANR 688

July 27, 2019

Building a Syllable Database to Solve the Problem of Khmer Word Segmentation. DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction. Dual Skipping Networks. Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. Deep De-Aliasing for Fast Compressive Sensing MRI. A World of Difference: Div …
Paper Group ANR 689

Paper Group ANR 689

July 27, 2019

Learning from Multi-View Multi-Way Data via Structural Factorization Machines. Byzantine-Tolerant Machine Learning. A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds. Cost-Optimal Learning of Causal Graphs. Scene Text Eraser. Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. $\left( β, \varpi \ri …
Paper Group ANR 690

Paper Group ANR 690

July 27, 2019

Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy. Ontologies in System Engineering: a Field Report. Unsupervised robust nonparametric learning of hidden community properties. Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression. Deep Reservoir Computing Using Cellular Automat …
Paper Group ANR 692

Paper Group ANR 692

July 27, 2019

Estimation Considerations in Contextual Bandits. Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs. Identifying Best Interventions through Online Importance Sampling. Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods. An Integrated and Scalable …
Paper Group ANR 694

Paper Group ANR 694

July 27, 2019

A Model-based Projection Technique for Segmenting Customers. Human Perception of Performance. Robust Budget Allocation via Continuous Submodular Functions. MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis. Privacy-Preserving Deep Inference for Rich User Data on The Cloud. End-to-End Learning for Structured Prediction Energy Netwo …
Paper Group ANR 697

Paper Group ANR 697

July 27, 2019

Convolutional Recurrent Neural Networks for Bird Audio Detection. Learning Fine-Grained Knowledge about Contingent Relations between Everyday Events. Skin Lesion Segmentation: U-Nets versus Clustering. Tversky loss function for image segmentation using 3D fully convolutional deep networks. Liver lesion segmentation informed by joint liver segmentat …
Paper Group ANR 698

Paper Group ANR 698

July 27, 2019

Towards Real-Time Search Planning in Subsea Environments. Tunnel Effects in Cognition: A new Mechanism for Scientific Discovery and Education. Spatial-Temporal Recurrent Neural Network for Emotion Recognition. Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning. Temporal Pattern Discovery for Accurate Sepsis Diagnosis …
Paper Group ANR 701

Paper Group ANR 701

July 27, 2019

Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization. Learning hard quantum distributions with variational autoencoders. A Line-Point Unified Solution to Relative Camera Pose Estimation. The Pragmatics of Indirect Commands in Collaborative Discourse. Markov Decision Processes with Continuous Side …