Super-Resolution

Paper Group ANR 635

Paper Group ANR 635

July 27, 2019

Feature Map Pooling for Cross-View Gait Recognition Based on Silhouette Sequence Images. Online Learning to Rank in Stochastic Click Models. Visual speech recognition: aligning terminologies for better understanding. Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System. Deep learning for semantic segmentation of remote …
Paper Group ANR 638

Paper Group ANR 638

July 27, 2019

Light field super resolution through controlled micro-shifts of light field sensor. Extending Defensive Distillation. Consequentialist conditional cooperation in social dilemmas with imperfect information. Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions. Dual Supervised …
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 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 676

Paper Group ANR 676

July 27, 2019

Declarative Statistics. When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications. Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data. Learning to Learn Image Classifiers with Visual Analogy. A Deep Learning Approach for Blind Drift Calibratio …
Paper Group ANR 681

Paper Group ANR 681

July 27, 2019

APPD: Adaptive and Precise Pupil Boundary Detection using Entropy of Contour Gradients. A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing. Super-resolution Using Constrained Deep Texture Synthesis. Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction. Tosca: Operationalizing Commitments Over Info …
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 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 703

Paper Group ANR 703

July 27, 2019

Single Image Super-Resolution Using Multi-Scale Convolutional Neural Network. Learning User Preferences to Incentivize Exploration in the Sharing Economy. Speedup from a different parametrization within the Neural Network algorithm. Sistema de Navegação Autônomo Baseado em Visão Computacional. Learning Multi-item Auctions with (or without) Samples. …
Paper Group ANR 707

Paper Group ANR 707

July 27, 2019

Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. Restricted Causal Inference Algorithm. Non-Linear Phase-Shifting of Haar Wavelets for Run-Time All-Frequency Lighting. Blood capillaries …
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 743

Paper Group ANR 743

July 27, 2019

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. The cognitive roots of regularization in language. Generalized Linear Model Regression under Distance-to-set Penalties. ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene. Semi-Supervised Generation with Cluster-aware Generative Models. U …
Paper Group ANR 757

Paper Group ANR 757

July 26, 2019

Analysing Errors of Open Information Extraction Systems. Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints. Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization. Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis. P …
Paper Group ANR 763

Paper Group ANR 763

July 26, 2019

Budgeted Experiment Design for Causal Structure Learning. Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction. Deep Learning-Based Communication Over the Air. A GRU-Gated Attention Model for Neural Machine Translation. BLADE: Filter Learning for General Purpose Computational Photography. Adversarial …
Paper Group ANR 776

Paper Group ANR 776

July 26, 2019

Native Language Identification on Text and Speech. Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes. A Distributed Learning Dynamics in Social Groups. Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks. BENCHIP: Benchmarking Intelligence Processors. “Attention” f …
Paper Group ANR 788

Paper Group ANR 788

July 26, 2019

Regularized Residual Quantization: a multi-layer sparse dictionary learning approach. Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm). Mixed one-bit compressive sensing with applications to overexposure …
Paper Group ANR 790

Paper Group ANR 790

July 26, 2019

Accelerated Primal-Dual Proximal Block Coordinate Updating Methods for Constrained Convex Optimization. Dataset Augmentation in Feature Space. Proceedings of the 2017 AdKDD & TargetAd Workshop. Light Field Super-Resolution Via Graph-Based Regularization. Strawman: an Ensemble of Deep Bag-of-Ngrams for Sentiment Analysis. Optical Character Recogniti …
Paper Group ANR 794

Paper Group ANR 794

July 26, 2019

Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. Deep vs. Diverse Architectures for Classification Problems. Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. Super-Resolution with Deep Adaptive Image Resampling. Skin lesion segmentation based …
Paper Group ANR 795

Paper Group ANR 795

July 26, 2019

See the Near Future: A Short-Term Predictive Methodology to Traffic Load in ITS. Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning. A Multiple Radar Approach for Automatic Target Recognition of Aircraft using Inverse Synthetic Aperture Radar. Combinatorial Multi-armed Bandits for Real-Time Strategy Games. Ignoring Distr …
Paper Group ANR 798

Paper Group ANR 798

July 26, 2019

Identification of Strong Edges in AMP Chain Graphs. What your Facebook Profile Picture Reveals about your Personality. Adversarial Image Alignment and Interpolation. Continuous-Time Visual-Inertial Odometry for Event Cameras. End-to-End Relation Extraction using Markov Logic Networks. A Kinematic Chain Space for Monocular Motion Capture. Effective …
Paper Group NAWR 15

Paper Group NAWR 15

July 26, 2019

Google Vizier: A Service for Black-Box Optimization. Variational Bayesian Multiple Instance Learning With Gaussian Processes. A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset. One Network to Solve Them All – Solving Linear Inverse Problems Using Deep Projection Models. Neural Disambiguation of Causal Lexical …
Paper Group NAWR 5

Paper Group NAWR 5

July 26, 2019

RDF2Vec: RDF Graph Embeddings and Their Applications. Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. Context Selection for Embedding Models. Image Super-Resolution via Deep Recursive Residual Network. Instance Weighting for Neural Machine Translation Domain Adaptation. Leveraging Linguistic Structures for Na …