[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 719
January 29, 2020

Paper Group ANR 719

Applications of Generative Adversarial Models in Visual Search Reformulation. Multimodal Abstractive Summarization for How2 Videos. Still no free lunches: the price to pay for tighter PAC-Bayes bounds. Vouw: Geometric Pattern Mining using the MDL Principle. Classification Accuracy Score for Conditional Generative Models. Eigenvalue and Generalized …

Paper Group ANR 720

Paper Group ANR 720

January 29, 2020

Mortality rate forecasting: can recurrent neural networks beat the Lee-Carter model?. MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation. A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. English-Czech Systems in WMT19: Document-Level Transformer. A computational linguist …
Paper Group ANR 721

Paper Group ANR 721

January 29, 2020

BPPSA: Scaling Back-propagation by Parallel Scan Algorithm. Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer’s disease. Deep Reinforcement Learning for Foreign Exchange Trading. On the Equivalence between Node Embeddings and Structural Graph Representations. Multi-node e …
Paper Group ANR 722

Paper Group ANR 722

January 29, 2020

Improved Document Modelling with a Neural Discourse Parser. Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks. Analysis of Software Engineering for Agile Machine Learning Projects. Ludwig: a type-based declarative deep learning toolbox. D …
Paper Group ANR 723

Paper Group ANR 723

January 29, 2020

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …
Paper Group ANR 724

Paper Group ANR 724

January 29, 2020

Listening between the Lines: Learning Personal Attributes from Conversations. Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder. On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM. Modeling Confidence in Sequence-to-Sequence Models. Stochastic Conditional Gradient++. Improved Algorithm on Online Cluster …
Paper Group ANR 725

Paper Group ANR 725

January 29, 2020

Nostalgin: Extracting 3D City Models from Historical Image Data. Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs – II: Explicit Cons …
Paper Group ANR 726

Paper Group ANR 726

January 29, 2020

An Argumentation-Based Reasoner to Assist Digital Investigation and Attribution of Cyber-Attacks. CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors. On Learning from Ghost Imaging without Imaging. Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics. Summarization and Visualization of Large Volumes of Broadcast …
Paper Group ANR 727

Paper Group ANR 727

January 29, 2020

A numerical measure of the instability of Mapper-type algorithms. Learning to Generalize to Unseen Tasks with Bilevel Optimization. Convergence Rates of Variational Inference in Sparse Deep Learning. On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost. Machine: The New Art Connoisseur. Improving Model …
Paper Group ANR 728

Paper Group ANR 728

January 29, 2020

Personalized Attraction Enhanced Sponsored Search with Multi-task Learning. Fully Distributed Bayesian Optimization with Stochastic Policies. TonY: An Orchestrator for Distributed Machine Learning Jobs. Rolling Shutter Camera Synchronization with Sub-millisecond Accuracy. Central Server Free Federated Learning over Single-sided Trust Social Network …
Paper Group ANR 729

Paper Group ANR 729

January 29, 2020

Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study. Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing. Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches. A new approach to forecast service parts demand …
Paper Group ANR 730

Paper Group ANR 730

January 29, 2020

Phase-aware Speech Enhancement with Deep Complex U-Net. Continual adaptation for efficient machine communication. An improved uncertainty propagation method for robust i-vector based speaker recognition. Multi-level Texture Encoding and Representation (MuLTER) based on Deep Neural Networks. Probabilistic Rollouts for Learning Curve Extrapolation Ac …
Paper Group ANR 731

Paper Group ANR 731

January 29, 2020

Study of Robust Two-Stage Reduced-Dimension Sparsity-Aware STAP with Coprime Arrays. Conditional Adversarial Generative Flow for Controllable Image Synthesis. Siamese Neural Networks for Wireless Positioning and Channel Charting. Estimating covariance and precision matrices along subspaces. Decoupling feature propagation from the design of graph au …
Paper Group ANR 732

Paper Group ANR 732

January 29, 2020

Faster AutoAugment: Learning Augmentation Strategies using Backpropagation. Improving Evolutionary Strategies with Generative Neural Networks. Running Event Visualization using Videos from Multiple Cameras. What Can Learned Intrinsic Rewards Capture?. Learning Self-Game-Play Agents for Combinatorial Optimization Problems. GA-DAN: Geometry-Aware Dom …
Paper Group ANR 733

Paper Group ANR 733

January 29, 2020

DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets. Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. On the Computation and Communication Complexity of Parallel SGD with Dynamic Batch Sizes for Stochastic Non-Convex Optimization. Deep Poetry: A Ch …
Paper Group ANR 734

Paper Group ANR 734

January 29, 2020

Concept Drift Detection and Adaptation with Weak Supervision on Streaming Unlabeled Data. Byzantine Fault Tolerant Distributed Linear Regression. Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics. Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction. Kernels on fuzzy sets: an overv …
Paper Group ANR 735

Paper Group ANR 735

January 29, 2020

Rethinking Person Re-Identification with Confidence. Scanner Invariant Representations for Diffusion MRI Harmonization. Richer priors for infinitely wide multi-layer perceptrons. Augmented Replay Memory in Reinforcement Learning With Continuous Control. Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuro …
Paper Group ANR 736

Paper Group ANR 736

January 29, 2020

Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks. Non-congruent non-degenerate curves with identical signatures. Computing the Value of Data: Towards Applied Data Minimalism. Convolutional Recurrent Reconstructive Network for Spatiotemporal Anomaly Detection in Solder Paste …
Paper Group ANR 737

Paper Group ANR 737

January 29, 2020

DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images. Spherical Principal Component Analysis. GFD-SSD: Gated Fusion Double SSD for Multispectral Pedestrian Detection. Active learning to optimise time-expensive algorithm selection. Short-Term Temporal Convolutional Networks for Dynamic Hand Gesture Recogn …
Paper Group ANR 738

Paper Group ANR 738

January 29, 2020

Beyond Photo Realism for Domain Adaptation from Synthetic Data. Fast, Small, and Simple Document Listing on Repetitive Text Collections. Online Regularization by Denoising with Applications to Phase Retrieval. A Streaming Analytics Language for Processing Cyber Data. LIA: Latently Invertible Autoencoder with Adversarial Learning. On the Anomalous G …
Paper Group ANR 739

Paper Group ANR 739

January 29, 2020

Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications. Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. Towards Automatic Bot Detection in Twitter for Health-related Tasks. Long-length Legal Document Classification. 3D Geometric salient patterns analysis on 3D meshes. …
Paper Group ANR 740

Paper Group ANR 740

January 29, 2020

One-dimensional Deep Image Prior for Time Series Inverse Problems. A Semi-Supervised Machine Learning Approach to Detecting Recurrent Metastatic Breast Cancer Cases Using Linked Cancer Registry and Electronic Medical Record Data. Detecting Machine-Translated Paragraphs by Matching Similar Words. Subspace Robust Wasserstein Distances. Training recur …
Paper Group ANR 741

Paper Group ANR 741

January 29, 2020

Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos. Extensions of Generic DOL for Generic Ontology Design Patterns. Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System. Recurrent Existence Dete …
Paper Group ANR 742

Paper Group ANR 742

January 29, 2020

Multiple Human Association between Top and Horizontal Views by Matching Subjects’ Spatial Distributions. Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning. Brief Review of Computational Intelligence Algorithms. Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments. Semi-super …
Paper Group ANR 743

Paper Group ANR 743

January 29, 2020

Deep Learning for space-variant deconvolution in galaxy surveys. TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network. PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. Characterizing the invariances of learning algorithms using category theory. Apprenticeship Learning via Frank-Wolf …
Paper Group ANR 744

Paper Group ANR 744

January 29, 2020

On the Bias-Variance Tradeoff: Textbooks Need an Update. Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum. Pipelined Training with Stale Weights of Deep Convolutional Neural Networks. Acceleration of the NVT-flash calculation for multicomponent mixtures using deep neural network models. Parameters Estimation for the …
Paper Group ANR 745

Paper Group ANR 745

January 29, 2020

Multi-Kernel Filtering for Nonstationary Noise: An Extension of Bilateral Filtering Using Image Context. Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks. Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images. Deep 3D-Zoom Net: Unsupervised Le …
Paper Group ANR 746

Paper Group ANR 746

January 29, 2020

Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. Discriminative Principal Component Analysis: A REVERSE THINKING. Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation. Producing Corpora of Medieval and Premodern Occitan. Shape2Motion: Joint Analysis of Motion Parts a …