automation

Paper Group ANR 672

October 18, 2019

Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments. Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?. A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. Are You Sure You Want To …

Paper Group ANR 685

October 17, 2019

JUMPER: Learning When to Make Classification Decisions in Reading. Residual Attention based Network for Hand Bone Age Assessment. The Responsibility Quantification (ResQu) Model of Human Interaction with Automation. A method for automatic forensic facial reconstruction based on dense statistics of soft tissue thickness. Study of Robust Diffusion Re …

Paper Group ANR 692

October 17, 2019

Accounting for hidden common causes when inferring cause and effect from observational data. Learning Patient Representations from Text. Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations. Determining the best classifier for predicting the value of a boolean field on a blood dono …

Paper Group ANR 696

October 17, 2019

Online Adaptive Methods, Universality and Acceleration. Gradient Similarity: An Explainable Approach to Detect Adversarial Attacks against Deep Learning. Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems. Deep Reinforcement Learning for Intelligent Transportation Systems. Automated bird sound recognition in re …

Paper Group ANR 706

October 17, 2019

Stability-certified reinforcement learning: A control-theoretic perspective. Distributed Stochastic Multi-Task Learning with Graph Regularization. A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data. A Probe Towards Understanding GAN and VAE Models. Novel Convolution Kernels for …

Paper Group ANR 713

October 17, 2019

Convergence of Cubic Regularization for Nonconvex Optimization under KL Property. Recycled ADMM: Improve Privacy and Accuracy with Less Computation in Distributed Algorithms. Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression. 3D Convolution on RGB-D Point Clouds for Accurate Model-free Object Pose Es …

Paper Group ANR 714

October 17, 2019

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. MBA: Mini-Batch AUC Optimization. Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform. On the Limitations of Unsupervised Bilingual Dictionary Induction. Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Det …

Paper Group ANR 749

October 17, 2019

varrank: an R package for variable ranking based on mutual information with applications to observed systemic datasets. Automatically Infer Human Traits and Behavior from Social Media Data. Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning. Generalized Range Moves. Hybrid Scene Compression for Visual Localiza …

Paper Group ANR 760

October 17, 2019

Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders. Predicting Conversion of Mild Cognitive Impairments to Alzheimer’s Disease and Exploring Impact of Neuroimaging. On the Learning Dynamics of Deep Neural Networks. Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Gr …

Paper Group ANR 763

October 17, 2019

Entrenamiento de una red neuronal para el reconocimiento de imagenes de lengua de senas capturadas con sensores de profundidad. Model parameter estimation using coherent structure coloring. What do Deep Networks Like to See?. Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data. The Rule of Three: Abstra …

Paper Group ANR 766

October 17, 2019

Substitute Teacher Networks: Learning with Almost No Supervision. Explicating feature contribution using Random Forest proximity distances. State Aggregation Learning from Markov Transition Data. RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records. Automated Reasoning in Normative D …

Paper Group ANR 768

October 17, 2019

Dueling Bandits with Qualitative Feedback. GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks. Parallel Separable 3D Convolution for Video and Volumetric Data Understanding. Beyond Word Embeddings: Learning Entity and Concept Representations from Large Scale Knowledge Bases. FML: Face Model Learning from Videos. The Cl …

Paper Group ANR 805

October 17, 2019

2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning. Multi-optional Many-sorted Past Present Future structures and its description. A Method for Analysis of Patient Speech in Dialogue for Dementia Detection. Automatic Documentation of ICD Codes with Far-Field Speech Recognition. Unsupervised Machine Learning Based on Non-Nega …

Paper Group ANR 808

October 17, 2019

Visualization Framework for Colonoscopy Videos. Hybrid Self-Attention Network for Machine Translation. Crowd Sourcing based Active Learning Approach for Parking Sign Recognition. Efficient random graph matching via degree profiles. 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. Double …

Paper Group ANR 825

October 17, 2019

Supervised Domain Enablement Attention for Personalized Domain Classification. Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. A Genetic Programming Framework for 2D Platform AI. Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks. Statistical …

Paper Group ANR 854

October 17, 2019

High-dimensional ABC. Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters. Non-Intrusive Load Monitoring with Fully Convolutional Networks. Background Subtraction with Real-time Semantic Segmentation. Twitter Sentiment Analysis via Bi-sense Emoji Embedding and Attention-based LSTM. Classification of Dermoscopy Im …

Paper Group ANR 861

October 17, 2019

The Lives of Bots. Optimizing the F-measure for Threshold-free Salient Object Detection. Global Semantic Consistency for Zero-Shot Learning. Adversarial Risk Bounds via Function Transformation. GeoSay: A Geometric Saliency for Extracting Buildings in Remote Sensing Images. An Integrated Soft Computing Approach to a Multi-biometric Security Model. I …

Paper Group ANR 864

October 17, 2019

Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks. Experiments with Universal CEFR Classification. Explaining Explanations in AI. On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA. HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection. Will it Blend? Compos …

Paper Group ANR 873

October 17, 2019

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. Change Point Methods on a Sequence of Graphs. Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making. DeepPap: Deep Convolutional Networks for Cervical Cell Classification. Towards Single-phase Single-stage Detection of Pulmonary Nod …

Paper Group ANR 907

October 17, 2019

Multi Instance Learning For Unbalanced Data. Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline. Whole Brain Susceptibility Mapping Using Harmonic Incompatibility Removal. Graph Convolutional Neural Networks based on Quantum Vertex Saliency. Rethinking clinical prediction: Wh …

Paper Group ANR 908

October 17, 2019

Instance Embedding Transfer to Unsupervised Video Object Segmentation. Blaming humans in autonomous vehicle accidents: Shared responsibility across levels of automation. Scalable Bilinear $π$ Learning Using State and Action Features. Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural N …

Paper Group ANR 915

October 17, 2019

Representation Learning over Dynamic Graphs. Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery. Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. MIRIAM: A Multimodal Chat-Based Interface for Autonomous Syste …

Paper Group ANR 920

October 17, 2019

Multi-objective evolution for 3D RTS Micro. Copy Move Forgery using Hus Invariant Moments and Log Polar Transformations. Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization. A Fog Robotic System for Dynamic Visual Servoing. High-resolution medical image synthesis using progressively grown generative adversaria …

Paper Group ANR 927

October 17, 2019

Classical linear logic, cobordisms and categorical semantics of categorial grammars. Deep Learning Application in Security and Privacy – Theory and Practice: A Position Paper. Iterative Visual Reasoning Beyond Convolutions. Lévy Flights of the Collective Imagination. Regret Circuits: Composability of Regret Minimizers. Skeletracks: automatic separ …

Paper Group ANR 948

October 17, 2019

Learning Structure and Strength of CNN Filters for Small Sample Size Training. MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation. Predicate learning in neural systems: Discovering latent generative structures. Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concep …

Paper Group ANR 951

October 17, 2019

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM. Understanding Deep Convolutional Networks through Gestalt Theory. Binary Image Features Proposed to Empower Computer Vision. Improving Classification Rate of Schizophreni …

Paper Group ANR 962

October 17, 2019

An Application of HodgeRank to Online Peer Assessment. Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. Think Visually: Question Answering through Virtual Imagery. Investigations on Knowledge Base Embedding for Relation Prediction and Extraction. On Coresets for Logistic Regression. The role of grammar in transition-pr …

Paper Group ANR 969

October 17, 2019

Probabilistic design of a molybdenum-base alloy using a neural network. Out-distribution training confers robustness to deep neural networks. Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. Temporal and volumetric denoising via quantile sparse image prior. Highly accurate model for prediction of lung nodule malignancy wit …