[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 609
July 27, 2019

Paper Group ANR 609

Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data. Multilingual Speech Recognition With A Single End-To-End Model. Occlusion Aware Unsupervised Learning of Optical Flow. UsingWord Embedding for Cross-Language Plagiarism Detection. Iterative Spectral Clustering for Unsupervised Object Localization. Deep Fault Analysis an …

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 611

Paper Group ANR 611

July 27, 2019

Multi-step Reinforcement Learning: A Unifying Algorithm. Local nearest neighbour classification with applications to semi-supervised learning. Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning. Subsampling for Ridge Regression via Regularized Volume Sampling. Vision-based Real-Time Aerial Object Localization an …
Paper Group ANR 612

Paper Group ANR 612

July 27, 2019

Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. Persistence Flamelets: multiscale Persistent Homology for kernel density exploration. Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. Fast single image super-resolution based on sigmoid transformation. Co …
Paper Group ANR 613

Paper Group ANR 613

July 27, 2019

Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. From Propositional Logic to Plausible Reasoning: A Uniqueness Theorem. Per-instance Differential Privacy. When Point Process Meets RNNs: Predicting Fine-Grained User Interests with Mutual B …
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 615

Paper Group ANR 615

July 27, 2019

Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning about Moving Objects. Modelling collective motion based on the principle of agency. A General Memory-Bounded Learning Algorithm. Nonconvex penalties with analytical solutions for one-bit compressive sensing. Automatic Knot Adjustment Using Dolphin Echolocation Al …
Paper Group ANR 616

Paper Group ANR 616

July 27, 2019

Sketching the order of events. Leveraging multiple datasets for deep leaf counting. A Bayesian Perspective on Generalization and Stochastic Gradient Descent. Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking. Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation. Online Learni …
Paper Group ANR 617

Paper Group ANR 617

July 27, 2019

Face-from-Depth for Head Pose Estimation on Depth Images. General Latent Feature Modeling for Data Exploration Tasks. Causal Inference by Stochastic Complexity. Prediction of amino acid side chain conformation using a deep neural network. General Bayesian Updating and the Loss-Likelihood Bootstrap. A Minimal Solution for Two-view Focal-length Estim …
Paper Group ANR 618

Paper Group ANR 618

July 27, 2019

K-means clustering for efficient and robust registration of multi-view point sets. Spatial-temporal wind field prediction by Artificial Neural Networks. The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. Active Exploration for Learning Symbolic Representations. A Modification of Particle Swarm Opt …
Paper Group ANR 619

Paper Group ANR 619

July 27, 2019

Information Density as a Factor for Variation in the Embedding of Relative Clauses. Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection. Characterizing optimal hierarchical policy inference on graphs via non-equilibrium thermodynamics. Diversity-aware Multi-Video Summarization. Parameter Estimation in Computational Biology by …
Paper Group ANR 620

Paper Group ANR 620

July 27, 2019

A case study on English-Malayalam Machine Translation. Speaker identification from the sound of the human breath. Scaling Text with the Class Affinity Model. ALL-IN-1: Short Text Classification with One Model for All Languages. Multi-frequency image reconstruction for radio-interferometry with self-tuned regularization parameters. Dynamical selecti …
Paper Group ANR 621

Paper Group ANR 621

July 27, 2019

What does Attention in Neural Machine Translation Pay Attention to?. Matching neural paths: transfer from recognition to correspondence search. Linearly constrained Gaussian processes. Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition. Robust Speech Recognition Using Generative Adversarial Networks. A H …
Paper Group ANR 622

Paper Group ANR 622

July 27, 2019

Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. An Adaptive Framework for Missing Depth Inference Using Joint Bilateral Filter. Adversarial Examples that Fool Detectors. BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. Exploring Question Understanding and Ada …
Paper Group ANR 623

Paper Group ANR 623

July 27, 2019

Parallelized Kendall’s Tau Coefficient Computation via SIMD Vectorized Sorting On Many-Integrated-Core Processors. A total uncertainty measure for D numbers based on belief intervals. PSA: A novel optimization algorithm based on survival rules of porcellio scaber. Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Fo …
Paper Group ANR 624

Paper Group ANR 624

July 27, 2019

WHY: Natural Explanations from a Robot Navigator. Learning from partial correction. Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging. Attention-Set based Metric Learning for Video Face Recognition. Tracking the Best Expert in Non-stationary Stochastic Environments. Neural Network Memory Architectures for Autonomous Robot Navigation …
Paper Group ANR 625

Paper Group ANR 625

July 27, 2019

Machine Learning as Statistical Data Assimilation. Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks. Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation. Variational models for joint subsampling and reconstruction of turbulence-degraded images. P …
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 627

Paper Group ANR 627

July 27, 2019

Learning to Warm-Start Bayesian Hyperparameter Optimization. Deep Relaxation: partial differential equations for optimizing deep neural networks. Phase Transitions in the Pooled Data Problem. Bayesian Inference of Log Determinants. Refining Source Representations with Relation Networks for Neural Machine Translation. Exact Blur Measure Outperforms …
Paper Group ANR 628

Paper Group ANR 628

July 27, 2019

Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm. Learning when to skim and when to read. Benchmarking Super-Resolution Algorithms on Real Data. Multi-task Learning with Gradient Guided Policy Specialization. Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm. Front-to-End Bidirectional Heuristic Sea …
Paper Group ANR 629

Paper Group ANR 629

July 27, 2019

Deformable Part-based Fully Convolutional Network for Object Detection. Unsupervised Image-to-Image Translation with Generative Adversarial Networks. Text2Action: Generative Adversarial Synthesis from Language to Action. What Can This Robot Do? Learning from Appearance and Experiments. Annotating High-Level Structures of Short Stories and Personal …
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 631

Paper Group ANR 631

July 27, 2019

Graph Based Over-Segmentation Methods for 3D Point Clouds. Mosquito detection with low-cost smartphones: data acquisition for malaria research. A Semantically Motivated Approach to Compute ROUGE Scores. Discovery and recognition of motion primitives in human activities. Genetic Algorithm-Based Solver for Very Large Multiple Jigsaw Puzzles of Unknow …
Paper Group ANR 632

Paper Group ANR 632

July 27, 2019

A General Theory for Training Learning Machine. A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution. Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data. Domain Recursion for Lifted Inference with Existential Quantifiers. Depth Separation for Neural Networks. Stable recovery of deep linear networ …
Paper Group ANR 633

Paper Group ANR 633

July 27, 2019

Spatial features of synaptic adaptation affecting learning performance. Parallel Multiscale Autoregressive Density Estimation. A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds. Review of Machine Learning Algorithms in Differential Expression Analysis. m-TSNE: A Framework for Visualizin …
Paper Group ANR 634

Paper Group ANR 634

July 27, 2019

Decoding with Finite-State Transducers on GPUs. An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series. Towards a Unified Taxonomy of Biclustering Methods. High-order Tensor Completion for Data Recovery via Sparse Tensor-train Optimization. Associative content-addressable networks with exponentially many robust stabl …
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 636

Paper Group ANR 636

July 27, 2019

Stratified Transfer Learning for Cross-domain Activity Recognition. Bib2vec: An Embedding-based Search System for Bibliographic Information. Compressing Recurrent Neural Network with Tensor Train. A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data. A Tale of Two Animats: What does it take to have goals?. Finding St …