Denoising

Paper Group ANR 539

Paper Group ANR 539

July 27, 2019

Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms. Phylogenetic Convolutional Neural Networks in Metagenomics. Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. Bayesian Compressive Sensing Using Normal Product Priors. Multitask training with unlabele …
Paper Group ANR 548

Paper Group ANR 548

July 27, 2019

An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms. Class-specific image denoising using importance sampling. Scalable synthesis of safety certificates from data with application to learning-based control. Attentive Recurrent Comparators. Causal Consistency of Structural Equation Models. Action-Attending Graphic Neural Netwo …
Paper Group ANR 551

Paper Group ANR 551

July 27, 2019

Memory-augmented Chinese-Uyghur Neural Machine Translation. An Epistemic Foundation for Authentication Logics (Extended Abstract). Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. Automated Low-cost Terrestrial Laser Scanner for Measuring Diamet …
Paper Group ANR 563

Paper Group ANR 563

July 27, 2019

Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks. CT Image Denoising with Perceptive Deep Neural Networks. Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis. Early Experiences with Crowdsourcing Airway Annotations in Chest CT. A User-Study on Online Adaptation of Neural Ma …
Paper Group ANR 567

Paper Group ANR 567

July 27, 2019

Aperture Supervision for Monocular Depth Estimation. A reinforcement learning algorithm for building collaboration in multi-agent systems. Serious Games Application for Memory Training Using Egocentric Images. SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. Object Classification in Images of Neoclassi …
Paper Group ANR 570

Paper Group ANR 570

July 27, 2019

Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. Item Recommendation with Evolving User Preferences and Experience. On weight initialization in deep neural networks. Video Captioning with Guidance of Multimodal Latent Topics. Feature uncertainty bounding schemes for large …
Paper Group ANR 584

Paper Group ANR 584

July 27, 2019

Hamiltonian Maker-Breaker games on small graphs. Local Radon Descriptors for Image Search. Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data. A Framework for Easing the Development of Applications Embedding Answer Set Programming. A New Method for Removing the Moire’ Pattern from Images. Automatic Localization of …
Paper Group ANR 601

Paper Group ANR 601

July 27, 2019

Fast Top-k Area Topics Extraction with Knowledge Base. Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation. One for All: Towards Language Independent Named Entity Linking. Speckle Reduction with Trained Nonlinear Diffusion Filtering. Camera-trap images segmentation using multi-layer robust …
Paper Group ANR 603

Paper Group ANR 603

July 27, 2019

Dynamic Task Allocation for Crowdsourcing Settings. Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data. Bitwise Operations of Cellular Automaton on Gray-scale Images. Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets. E …
Paper Group ANR 606

Paper Group ANR 606

July 27, 2019

Supervised Speech Separation Based on Deep Learning: An Overview. An Empirical Evaluation of Visual Question Answering for Novel Objects. Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. Inference in Graphical Models via Semidefinite Programming Hierarchies. Comparison of Batch Normalization and Weight N …
Paper Group ANR 607

Paper Group ANR 607

July 27, 2019

Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease. The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition. Unsupervised Learning Layers for Video Analysis. Parametrizing filters of a CNN with a GAN. Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural …
Paper Group ANR 610

Paper Group ANR 610

July 27, 2019

Mathematical foundations of matrix syntax. A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks. Stochastic Nonconvex Optimization with Large Minibatches. Efficient Two-Dimensional Sparse Coding Using Tensor-Linear Combination. Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. De-i …
Paper Group ANR 614

Paper Group ANR 614

July 27, 2019

Multi-Scale Wavelet Domain Residual Learning for Limited-Angle CT Reconstruction. Single-epoch supernova classification with deep convolutional neural networks. CLaC @ QATS: Quality Assessment for Text Simplification. Luck is Hard to Beat: The Difficulty of Sports Prediction. Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted L …
Paper Group ANR 626

Paper Group ANR 626

July 27, 2019

Navigation Objects Extraction for Better Content Structure Understanding. Motion Prediction Under Multimodality with Conditional Stochastic Networks. A hybrid primal heuristic for Robust Multiperiod Network Design. On Security and Sparsity of Linear Classifiers for Adversarial Settings. Probabilistic Multigraph Modeling for Improving the Quality of …
Paper Group ANR 630

Paper Group ANR 630

July 27, 2019

Representation of big data by dimension reduction. Deep Learning in a Generalized HJM-type Framework Through Arbitrage-Free Regularization. Action Unit Detection with Region Adaptation, Multi-labeling Learning and Optimal Temporal Fusing. Learning with Privileged Information for Multi-Label Classification. Communication-efficient Algorithms for Dis …
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 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 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 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 708

Paper Group ANR 708

July 27, 2019

A Well-Tempered Landscape for Non-convex Robust Subspace Recovery. Zeroth Order Nonconvex Multi-Agent Optimization over Networks. DeepPermNet: Visual Permutation Learning. Direction-aware Spatial Context Features for Shadow Detection. Learning a Unified Control Policy for Safe Falling. A+D Net: Training a Shadow Detector with Adversarial Shadow Att …
Paper Group ANR 710

Paper Group ANR 710

July 27, 2019

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks. Path Planning with Kinematic Constraints for Robot Groups. Deep Sparse Coding Using Optimized Linear Expansion of Thresholds. A multiobjective deep learning approach for predictive classification in Neuroblastoma. Learning the structure of Bayesian Net …
Paper Group ANR 721

Paper Group ANR 721

July 27, 2019

Nonparametric Online Regression while Learning the Metric. The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences. Fast, Accurate and Fully Parallelizable Digital Image Correlation. Image Segmentatio …
Paper Group ANR 734

Paper Group ANR 734

July 27, 2019

SyntaxNet Models for the CoNLL 2017 Shared Task. Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model. Evolution in Virtual Worlds. Deep Over-sampling Framework for Classifying Imbalanced Data. A Machine Learning Based Intrusion Detection System for Software Defined 5G N …
Paper Group ANR 739

Paper Group ANR 739

July 27, 2019

Phase Transitions in Approximate Ranking. Low Precision Neural Networks using Subband Decomposition. Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability. Learning Deep Mean Field Games for Modeling Large Population Behavior. Joint Denoising / Compression of Image Contours via …
Paper Group ANR 745

Paper Group ANR 745

July 27, 2019

Regret Analysis for Continuous Dueling Bandit. Bandits with Movement Costs and Adaptive Pricing. Improving Content-Invariance in Gated Autoencoders for 2D and 3D Object Rotation. Diversification-Based Learning in Computing and Optimization. Deep Reinforcement Learning for High Precision Assembly Tasks. Discriminant Projection Representation-based C …
Paper Group ANR 746

Paper Group ANR 746

July 27, 2019

Learning Spatial-Aware Regressions for Visual Tracking. Impulsive noise removal from color images with morphological filtering. Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification. An Improved Video Analysis using Context based Extension of LSH. Dense-Captioning Events in Videos. Learni …
Paper Group ANR 751

Paper Group ANR 751

July 27, 2019

The identity of information: how deterministic dependencies constrain information synergy and redundancy. Crime Topic Modeling. A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising. High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging …
Paper Group ANR 754

Paper Group ANR 754

July 26, 2019

Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction. Exploiting Convolution Filter Patterns for Transfer Learning. Additive Models with Trend Filtering. Pose-based Deep Gait Recognition. Graph Regularized Tensor Sparse Coding for Image Representation. Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov R …