Decision Making

Paper Group ANR 433

Paper Group ANR 433

July 28, 2019

Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions. Light Source Estimation with Analytical Path-tracing. Bandit Regret Scaling with the Effective Loss Range. Towards Automated Network Mitigation Analysis (extended). Blocking Transferability of Adversarial Examples in Black-Box Learning Systems. When You …
Paper Group ANR 434

Paper Group ANR 434

July 28, 2019

On the estimation of correlation in a binary sequence model. Joint Structured Learning and Predictions under Logical Constraints in Conditional Random Fields. Snapshot Difference Imaging using Time-of-Flight Sensors. Generating Query Suggestions to Support Task-Based Search. Depth Creates No Bad Local Minima. Asymptotic Allocation Rules for a Class …
Paper Group ANR 435

Paper Group ANR 435

July 28, 2019

Area Protection in Adversarial Path-Finding Scenarios with Multiple Mobile Agents on Graphs: a theoretical and experimental study of target-allocation strategies for defense coordination. Stochastic Graphlet Embedding. Molecular Generation with Recurrent Neural Networks (RNNs). Real-time Egocentric Gesture Recognition on Mobile Head Mounted Display …
Paper Group ANR 437

Paper Group ANR 437

July 28, 2019

A Fourier-invariant method for locating point-masses and computing their attributes. Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference. If it ain’t broke, don’t fix it: Sparse metric repair. A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials. Automated …
Paper Group ANR 441

Paper Group ANR 441

July 28, 2019

Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter. Feasibility of Principal Component Analysis in hand gesture recognition system. Comparative analysis of criteria for filtering time series of word usage frequencies. On the approximation by single hidden layer feedforward neural networks with fixed weights. Regula …
Paper Group ANR 442

Paper Group ANR 442

July 28, 2019

Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion. Using Deep Networks for Drone Detection. Can the early human visual system compete with Deep Neural Networks?. Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection. Learning Linear Dynamical Systems via Spectra …
Paper Group ANR 443

Paper Group ANR 443

July 28, 2019

The Expanding Approvals Rule: Improving Proportional Representation and Monotonicity. Bringing Impressionism to Life with Neural Style Transfer in Come Swim. Inter-Session Modeling for Session-Based Recommendation. Sensor Synthesis for POMDPs with Reachability Objectives. The impossibility of “fairness”: a generalized impossibility result for decis …
Paper Group ANR 446

Paper Group ANR 446

July 28, 2019

Recognizing Objects In-the-wild: Where Do We Stand?. A Study of Cross-domain Generative Models applied to Cartoon Series. Controlling Linguistic Style Aspects in Neural Language Generation. Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model. Binary Voting with Delegable Proxy: An …
Paper Group ANR 449

Paper Group ANR 449

July 28, 2019

Laying Down the Yellow Brick Road: Development of a Wizard-of-Oz Interface for Collecting Human-Robot Dialogue. Integrating Specialized Classifiers Based on Continuous Time Markov Chain. Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent …
Paper Group ANR 452

Paper Group ANR 452

July 28, 2019

REMIX: Automated Exploration for Interactive Outlier Detection. Provable Self-Representation Based Outlier Detection in a Union of Subspaces. A hybrid spatial data mining approach based on fuzzy topological relations and MOSES evolutionary algorithm. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to P …
Paper Group ANR 458

Paper Group ANR 458

July 28, 2019

Regression-aware decompositions. Learning Detection with Diverse Proposals. Unbiasing Truncated Backpropagation Through Time. Causality Refined Diagnostic Prediction. Planecell: Representing the 3D Space with Planes. Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models. Hemingway: Modeling Distributed Optimization Algorithms …
Paper Group ANR 461

Paper Group ANR 461

July 28, 2019

The Compressed Model of Residual CNDS. On the organization of grid and place cells: Neural de-noising via subspace learning. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy. A Survey of Model Compression and Acceleration for Deep Neural Networks. Texture Fuzzy Segmentation using Skew Divergence Adaptive …
Paper Group ANR 464

Paper Group ANR 464

July 27, 2019

Ontological Multidimensional Data Models and Contextual Data Qality. Bootstrap Robust Prescriptive Analytics. Fingerprint Extraction Using Smartphone Camera. Adapting general-purpose speech recognition engine output for domain-specific natural language question answering. End-to-end Planning of Fixed Millimeter-Wave Networks. NeST: A Neural Network …
Paper Group ANR 471

Paper Group ANR 471

July 27, 2019

Y-net: 3D intracranial artery segmentation using a convolutional autoencoder. Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries. UAV and Service Robot Coordination for Indoor Object Search Tasks. Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resoluti …
Paper Group ANR 472

Paper Group ANR 472

July 27, 2019

Variational Inference for Gaussian Process Models with Linear Complexity. Boltzmann Exploration Done Right. Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis). Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. Towards Building Large Scale Multimodal Domain-Aware Conversation System …
Paper Group ANR 474

Paper Group ANR 474

July 27, 2019

Chinese Typeface Transformation with Hierarchical Adversarial Network. Rejection-Cascade of Gaussians: Real-time adaptive background subtraction framework. Interpreting and Extending The Guided Filter Via Cyclic Coordinate Descent. Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. Interpretable Active Learning. A Useful Motif for Flexib …
Paper Group ANR 480

Paper Group ANR 480

July 27, 2019

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. Deep LSTM for Large Vocabulary Continuous Speech Recognition. Inverse Risk-Sensitive Reinforcement Learning. Which phoneme-to-viseme maps best improve visual-only computer lip-reading?. Automating Direct Speech Variations in Stories and Games. Potential Func …
Paper Group ANR 495

Paper Group ANR 495

July 27, 2019

Defect detection for patterned fabric images based on GHOG and low-rank decomposition. Variational Inference via Transformations on Distributions. OmniArt: Multi-task Deep Learning for Artistic Data Analysis. One Size Fits Many: Column Bundle for Multi-X Learning. Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networ …
Paper Group ANR 502

Paper Group ANR 502

July 27, 2019

Improving Latent User Models in Online Social Media. Stochastic Canonical Correlation Analysis. Rise of the humanbot. Leveraging Node Attributes for Incomplete Relational Data. Evaluation of Classifiers for Image Segmentation: Applications for Eucalypt Forest Inventory. Error Correction for Dense Semantic Image Labeling. Sequence Prediction with Ne …
Paper Group ANR 506

Paper Group ANR 506

July 27, 2019

Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions. Rank-to-engage: New Listwise Approaches to Maximize Engagement. Improving Language Modelling with Noise-contrastive estimation. MMGAN: Manifold Matching Generative Adversarial Network. DeepNorm-A Deep Learning Approach to Text Normalization. Multimodal MRI brai …
Paper Group ANR 510

Paper Group ANR 510

July 27, 2019

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …
Paper Group ANR 519

Paper Group ANR 519

July 27, 2019

Growth-Optimal Portfolio Selection under CVaR Constraints. Morphological Error Detection in 3D Segmentations. Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits. ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases. Data-Driven Synthesis of Smoke Flows with CNN-based Feature …
Paper Group ANR 522

Paper Group ANR 522

July 27, 2019

Distributed Voting/Ranking with Optimal Number of States per Node. Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction. Boundary Crossing Probabilities for General Exponential Families. Manifold Alignment Determination: finding correspondences across different data views. Learning Deep ResNet Bloc …
Paper Group ANR 534

Paper Group ANR 534

July 27, 2019

Language Modeling for Code-Switched Data: Challenges and Approaches. Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification. Toward Multi-Diversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond. Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. Bayesian A …
Paper Group ANR 543

Paper Group ANR 543

July 27, 2019

Massive Open Online Courses Temporal Profiling for Dropout Prediction. Mining Process Model Descriptions of Daily Life through Event Abstraction. Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention. Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. Scalable Recollections for Continual Lifelong Lea …
Paper Group ANR 547

Paper Group ANR 547

July 27, 2019

Learning Rates for Kernel-Based Expectile Regression. Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic. Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise. Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. Saliency G …
Paper Group ANR 549

Paper Group ANR 549

July 27, 2019

BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. Triaging Content Severity in Online Mental Health Forums. Predicting Native Language from Gaze. Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making. Topic Compositional Neural Language Model. Modelling Preference Data with the Wallenius Di …
Paper Group ANR 561

Paper Group ANR 561

July 27, 2019

Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis. Review. Machine learning techniques for traffic sign detection. PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. Equivalence Between …