artificial intelligence

Paper Group ANR 530

October 18, 2019

Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models. Human Semantic Parsing for Person Re-identification. Polyphonic Sound Event Detection by using Capsule Neural Network. Adaptive Ranking Based Constraint Handling for Explicitly Constrained Black-Box Optimization. Momentum-Space Renormalization Group …

Paper Group ANR 532

October 18, 2019

Counting Cells in Time-Lapse Microscopy using Deep Neural Networks. Visibility graphs for image processing. Inferring short-term volatility indicators from Bitcoin blockchain. Improved Oracle Complexity of Variance Reduced Methods for Nonsmooth Convex Stochastic Composition Optimization. CHET: Compiler and Runtime for Homomorphic Evaluation of Tens …

Paper Group ANR 536

October 18, 2019

Code-division multiplexed resistive pulse sensor networks for spatio-temporal detection of particles in microfluidic devices. Decoupled Novel Object Captioner. Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash. Multi-robot Path Planning in Well-formed Infrastructures: Prioritized Planning vs. Prioritized Wait Adjustment (Preliminary …

Paper Group ANR 537

October 18, 2019

A New Method for the Semantic Integration of Multiple OWL Ontologies using Alignments. Kernel Transformer Networks for Compact Spherical Convolution. First-order Adversarial Vulnerability of Neural Networks and Input Dimension. Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit. Handwriting Recognition in Lo …

Paper Group ANR 538

October 18, 2019

SARN: Relational Reasoning through Sequential Attention. Learning Local Metrics and Influential Regions for Classification. Spatiotemporal CNNs for Pornography Detection in Videos. Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. Equivalent Lipschitz surrogates for zero-norm and rank optimization problems. Designin …

Paper Group ANR 539

October 18, 2019

Quantification of Lung Abnormalities in Cystic Fibrosis using Deep Networks. Distributed NLP. Private Text Classification. Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness. Open-endedness in AI systems, cellular evolution and intellectual discussions. A Face-to-Face Neural Conversation Model. Understanding an …

Paper Group ANR 542

October 18, 2019

Robust and fine-grained prosody control of end-to-end speech synthesis. Intent Generation for Goal-Oriented Dialogue Systems based on Schema.org Annotations. Sample Complexity of Nonparametric Semi-Supervised Learning. Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect. Predicting resonant properties of plas …

Paper Group ANR 548

October 18, 2019

Observability Properties of Colored Graphs. Learning on Hypergraphs with Sparsity. Multi-Target Prediction: A Unifying View on Problems and Methods. Detection based Defense against Adversarial Examples from the Steganalysis Point of View. Deep Convolutional Neural Networks for Map-Type Classification. Towards Effective Deep Embedding for Zero-Shot …

Paper Group ANR 551

October 18, 2019

Non-local NetVLAD Encoding for Video Classification. Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks. Kappa Learning: A New Method for Measuring Similarity Between Educational Items Using Performance Data. Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks. An Entropic Optimal Transp …

Paper Group ANR 557

October 18, 2019

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking. In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine. Automatic detection of lumen and media in the IVUS images using U-Net with VGG16 Encoder …

Paper Group ANR 558

October 18, 2019

Focal Loss in 3D Object Detection. Collaborative targeted inference from continuously indexed nuisance parameter estimators. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. Representation, Justification and Explanation in a Value Driven Agent: An Argumentation-Based Approach. An Adaptive Clipping Approach for Pro …

Paper Group ANR 561

October 18, 2019

Some Approximation Bounds for Deep Networks. Online Bandit Linear Optimization: A Study. Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images. From Hashing to CNNs: Training BinaryWeight Networks via Hashing. Generating new pictures in complex datasets with a simple neural network. The RGNLP Machine Transla …

Paper Group ANR 562

October 18, 2019

Low-Complexity Data-Parallel Earth Mover’s Distance Approximations. Protection Against Reconstruction and Its Applications in Private Federated Learning. Artifacts Detection and Error Block Analysis from Broadcasted Videos. Gradient Agreement as an Optimization Objective for Meta-Learning. Relational Long Short-Term Memory for Video Action Recognit …

Paper Group ANR 565

October 18, 2019

Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups. Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension. Mining Public Opinion about Economic Issues: Twitter and the U.S. Presidential Election. Deep Learning for Radio Resource Allocation in Multi-Cell Networks. A Fast-Converged Acousti …

Paper Group ANR 568

October 18, 2019

Fairness Without Demographics in Repeated Loss Minimization. Joint Ground and Aerial Package Delivery Services: A Stochastic Optimization Approach. Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI. LeukoNet: DCT-based CNN architecture for the classification of normal versus Leukemic blasts in B-ALL Cancer. Two-stage iterative Procrus …

Paper Group ANR 571

October 18, 2019

Combinets: Creativity via Recombination of Neural Networks. MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems. Incremental Training of Deep Convolutional Neural Networks. Removing out-of-focus blur from a single image. Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intell …

Paper Group ANR 574

October 18, 2019

Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition. High Dimensional Robust Sparse Regression. Robust pose tracking with a joint model of appearance and shape. Multilayer Network Model of Movie Script. Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. On a hypergraph probabilist …

Paper Group ANR 576

October 18, 2019

Agents and Devices: A Relative Definition of Agency. Periocular Recognition Using CNN Features Off-the-Shelf. Deep Neural Network for Analysis of DNA Methylation Data. Runtime Analysis for Self-adaptive Mutation Rates. Learned Neural Iterative Decoding for Lossy Image Compression Systems. Now you see me: evaluating performance in long-term visual t …

Paper Group ANR 587

October 18, 2019

Uncertainty in Multitask Transfer Learning. Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval. Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. Q-learning with Nearest Neighbors. New Results on Multi-Step Traffic Flow Prediction. Extended Affinity Propag …

Paper Group ANR 591

October 18, 2019

Beyond Pixels: Image Provenance Analysis Leveraging Metadata. Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks. Unlabeled sample compression schemes and corner peelings for ample and maximum classes. Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction. A Transfer Learning based …

Paper Group ANR 593

October 18, 2019

Expected Policy Gradients for Reinforcement Learning. Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network. Adaptive Transfer Learning in Deep Neural Networks: Wind Power Prediction using Knowledge Transfer from Region to Region and Between Different Task Domains. Stochastic Second-order Methods for No …

Paper Group ANR 595

October 18, 2019

Reasoning with Sarcasm by Reading In-between. Data-driven satisficing measure and ranking. Inferring the size of the causal universe: features and fusion of causal attribution networks. Discovering hierarchies using Imitation Learning from hierarchy aware policies. Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged So …

Paper Group ANR 598

October 18, 2019

Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error. Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem. Evolutionary optimisation of neural network models for fish collective behaviours in mixed groups of robots and zebrafish. Word2Vec and Doc2Vec in Unsupervised …

Paper Group ANR 606

October 18, 2019

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. Excessive Invariance Causes Adversarial Vulnerability. Joint Image Captioning and Question Answering. Facial Landmark Detection: a Literature Survey. Image Transformer. Compressed Dictionary Learning. A Distributed Secon …

Paper Group ANR 607

October 18, 2019

Onion-Peeling Outlier Detection in 2-D data Sets. State Space Representations of Deep Neural Networks. Cognate-aware morphological segmentation for multilingual neural translation. Learning Compositional Representations for Few-Shot Recognition. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. Attention-based …

Paper Group ANR 609

October 18, 2019

Tensor-based Nonlinear Classifier for High-Order Data Analysis. Nested Reasoning About Autonomous Agents Using Probabilistic Programs. Expolring Architectures for CNN-Based Word Spotting. Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic. Multi-channel discourse as an indicator for Bitcoin price and volume movements. Ma …

Paper Group ANR 610

October 18, 2019

A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. MatchBench: An Evaluation of Feature Matchers. An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning. Symbol Emergence in Cognitive Developmental Systems: a Survey. Tight Analyses for Non-Smooth Stochastic Gradient Descent. Folksonomic …

Paper Group ANR 611

October 18, 2019

An Improved Learning Framework for Covariant Local Feature Detection. Generating Triples with Adversarial Networks for Scene Graph Construction. Comparing Generative Adversarial Network Techniques for Image Creation and Modification. How convolutional neural network see the world - A survey of convolutional neural network visualization methods. Rob …