[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 749
July 27, 2019

Paper Group ANR 749

A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition. A Semantic QA-Based Approach for Text Summarization Evaluation. Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning …

Paper Group ANR 750

Paper Group ANR 750

July 27, 2019

One-Shot Coresets: The Case of k-Clustering. R-C3D: Region Convolutional 3D Network for Temporal Activity Detection. Robust Photometric Stereo via Dictionary Learning. Non-rigid image registration using fully convolutional networks with deep self-supervision. An Improved Oscillating-Error Classifier with Branching. Optimal Rates for Learning with N …
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 752

Paper Group ANR 752

July 27, 2019

Communication-Optimal Distributed Clustering. Query expansion techniques for information retrieval: A survey. Goal-Driven Dynamics Learning via Bayesian Optimization. Deep Triphone Embedding Improves Phoneme Recognition. Ideological Sublations: Resolution of Dialectic in Population-based Optimization. Saliency-based Sequential Image Attention with …
Paper Group ANR 753

Paper Group ANR 753

July 26, 2019

Towards Black-box Iterative Machine Teaching. Is Epicurus the father of Reinforcement Learning?. A Sentiment-and-Semantics-Based Approach for Emotion Detection in Textual Conversations. The Complexity of Graph-Based Reductions for Reachability in Markov Decision Processes. Method to Detect Eye Position Noise from Video-Oculography when Detection of …
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 …
Paper Group ANR 755

Paper Group ANR 755

July 26, 2019

Bayesian System Identification based on Hierarchical Sparse Bayesian Learning and Gibbs Sampling with Application to Structural Damage Assessment. Representation Learning for Scale-free Networks. OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts. Foreign-language Reviews: Help or Hindrance?. Modeling Musical Context with Word2v …
Paper Group ANR 756

Paper Group ANR 756

July 26, 2019

Deep Style Match for Complementary Recommendation. Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network. On the Limitations of First-Order Approximation in GAN Dynamics. Learning Robust Object Recognition Using Composed Scenes from Generative Models. Deep Reinforcement Learning-based I …
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 758

Paper Group ANR 758

July 26, 2019

Semi-Dense Visual Odometry for RGB-D Cameras Using Approximate Nearest Neighbour Fields. Texture segmentation with Fully Convolutional Networks. Using Multi-Label Classification for Improved Question Answering. Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits. Temporal Dynamic Graph LSTM for Action-driven Video Object Detection. …
Paper Group ANR 759

Paper Group ANR 759

July 26, 2019

Generating Different Story Tellings from Semantic Representations of Narrative. Exploring the Regularity of Sparse Structure in Convolutional Neural Networks. Conceptual Text Summarizer: A new model in continuous vector space. Relation Extraction : A Survey. Coordinate Descent with Bandit Sampling. Message Passing Stein Variational Gradient Descent …
Paper Group ANR 760

Paper Group ANR 760

July 26, 2019

A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. Towards Proving the Adversarial Robustness of Deep Neural Networks. Combining Representation Learning with Logic for Language Processing. Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters. An ELU Network with Total Variation f …
Paper Group ANR 761

Paper Group ANR 761

July 26, 2019

Learning Visually Grounded Sentence Representations. Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks. Compositional Falsification of Cyber-Physical Systems with Machine Learning Components. Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs. EAC-Net: A Region-based Deep Enhancing and Cropp …
Paper Group ANR 762

Paper Group ANR 762

July 26, 2019

From Task Classification Towards Similarity Measures for Recommendation in Crowdsourcing Systems. A First Step in Combining Cognitive Event Features and Natural Language Representations to Predict Emotions. Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning. Beyond Parity: Fairness Objectives for Collaborative Filtering. …
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 764

Paper Group ANR 764

July 26, 2019

Bayer Demosaicking Using Optimized Mean Curvature over RGB channels. Discriminative Transfer Learning for General Image Restoration. Algebraic Variety Models for High-Rank Matrix Completion. Automatic Liver Lesion Detection using Cascaded Deep Residual Networks. Glass-Box Program Synthesis: A Machine Learning Approach. LoopInvGen: A Loop Invariant …
Paper Group ANR 765

Paper Group ANR 765

July 26, 2019

Denoising Imaging Polarimetry by an Adapted BM3D Method. Cross-Domain Perceptual Reward Functions. Brain Responses During Robot-Error Observation. Video Captioning via Hierarchical Reinforcement Learning. Integer Echo State Networks: Hyperdimensional Reservoir Computing. Stochastic Separation Theorems. A Revisit on Deep Hashings for Large-scale Con …
Paper Group ANR 766

Paper Group ANR 766

July 26, 2019

Mitigating the Curse of Correlation in Security Games by Entropy Maximization. A deep learning approach to diabetic blood glucose prediction. Price and Profit Awareness in Recommender Systems. A Minimal Span-Based Neural Constituency Parser. A Real-time Hand Gesture Recognition and Human-Computer Interaction System. Deep representation learning for …
Paper Group ANR 767

Paper Group ANR 767

July 26, 2019

HANDY: A Hybrid Association Rules Mining Approach for Network Layer Discovery of Services for Mobile Ad hoc Network. Deep Bilateral Learning for Real-Time Image Enhancement. Extensions of Morse-Smale Regression with Application to Actuarial Science. A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms. Prior-aware Dual Decomposi …
Paper Group ANR 768

Paper Group ANR 768

July 26, 2019

Optimizing Human Learning. Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. Fast Predictive Simple Geodesic Regression. Improving LBP and its variants using anisotropic diffusion. Visual Explanations from Hadamard Product in Multimodal Deep Networks. KNN Ensembles for Tweedie Regression: The Power of Multiscal …
Paper Group ANR 769

Paper Group ANR 769

July 26, 2019

A Vision System for Multi-View Face Recognition. HPX Smart Executors. Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction. AirDraw: Leveraging Smart Watch Motion Sensors for Mobile Human Computer Interactions. Human-in-the- …
Paper Group ANR 770

Paper Group ANR 770

July 26, 2019

Subword and Crossword Units for CTC Acoustic Models. Recursive Multikernel Filters Exploiting Nonlinear Temporal Structure. Riemannian Optimization via Frank-Wolfe Methods. Non-line-of-sight Imaging with Partial Occluders and Surface Normals. Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification. RCA …
Paper Group ANR 771

Paper Group ANR 771

July 26, 2019

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods. On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms. Actively Learning what makes a Discrete Sequence Valid. Vision-based Detection of Acoustic Timed Events: a Case Study on Cl …
Paper Group ANR 772

Paper Group ANR 772

July 26, 2019

Learning to Optimize Neural Nets. Query-guided Regression Network with Context Policy for Phrase Grounding. Parameter Reference Loss for Unsupervised Domain Adaptation. Insulin Regimen ML-based control for T2DM patients. From source to target and back: symmetric bi-directional adaptive GAN. Power Systems Data Fusion based on Belief Propagation. Lif …
Paper Group ANR 773

Paper Group ANR 773

July 26, 2019

Urban morphology meets deep learning: Exploring urban forms in one million cities, town and villages across the planet. Decoding Epileptogenesis in a Reduced State Space. A natural approach to studying schema processing. Split and Rephrase. Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection. Adversarial Attacks Beyon …
Paper Group ANR 774

Paper Group ANR 774

July 26, 2019

Deep Generative Dual Memory Network for Continual Learning. Causal Inference through the Method of Direct Estimation. Causal Inference on Multivariate and Mixed-Type Data. Simple rules for complex decisions. On the Equivalence of Holographic and Complex Embeddings for Link Prediction. Block-Cyclic Stochastic Coordinate Descent for Deep Neural Netwo …
Paper Group ANR 775

Paper Group ANR 775

July 26, 2019

Convex-constrained Sparse Additive Modeling and Its Extensions. A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets. Meta-QSAR: a large-scale application of meta-learning to drug design and discovery. Detection and Localization of Image Forgeries using Resampling Features and Deep Learning. BranchConnect: Large-Sc …
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 …