[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 42
January 31, 2020

Paper Group ANR 42

Deep CNN frameworks comparison for malaria diagnosis. PIE – Proving, Interpolating and Eliminating on the Basis of First-Order Logic. Logic Rules Powered Knowledge Graph Embedding. Finding Friend and Foe in Multi-Agent Games. Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training. Multi-Stage Self-Supervise …

Paper Group ANR 43

Paper Group ANR 43

January 31, 2020

A Dimension-free Algorithm for Contextual Continuum-armed Bandits. Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier. Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems. Using Micro-collections in Social Media to Generate Seeds for Web Archive Collections. Nonparametric …
Paper Group ANR 44

Paper Group ANR 44

January 31, 2020

Deep Neural Networks for Rotation-Invariance Approximation and Learning. Convolutional Mixture Density Recurrent Neural Network for Predicting User Location with WiFi Fingerprints. Improving Distant Supervised Relation Extraction by Dynamic Neural Network. Weakly-paired Cross-Modal Hashing. MeshGAN: Non-linear 3D Morphable Models of Faces. Guardian …
Paper Group ANR 45

Paper Group ANR 45

January 31, 2020

A constrained ICA-EMD Model for Group Level fMRI Analysis. PanDA: Panoptic Data Augmentation. A study of problems with multiple interdependent components - Part I. Quantitative Mitigation of Timing Side Channels. Deception through Half-Truths. A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. B …
Paper Group ANR 46

Paper Group ANR 46

January 31, 2020

Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging. Diversified Hidden Markov Models for Sequential Labeling. Deep Residual Reinforcement Learning. Histopathologic Image Processing: A Review. Pointing Novel Objects in Image Captioning. Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectros …
Paper Group ANR 47

Paper Group ANR 47

January 31, 2020

An analysis of observation length requirements for machine understanding of human behaviors in spoken language. Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors. Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology. Target Language-Aware Constrained Inference for Cross-lingual …
Paper Group ANR 48

Paper Group ANR 48

January 31, 2020

Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning. Convergence of gradient descent-ascent analyzed as a Newtonian dynamical system with dissipation. Towards robust audio spoofing detection: a detailed comparison of traditional and learned features. Clustering Degree-Corrected Stochastic Block Model with Outli …
Paper Group ANR 49

Paper Group ANR 49

January 31, 2020

High- and Low-level image component decomposition using VAEs for improved reconstruction and anomaly detection. Information Losses in Neural Classifiers from Sampling. Off-Policy Policy Gradient Algorithms by Constraining the State Distribution Shift. Online Replanning in Belief Space for Partially Observable Task and Motion Problems. Point Clouds …
Paper Group ANR 5

Paper Group ANR 5

January 31, 2020

Aleatoric and Epistemic Uncertainty in Machine Learning: A Tutorial Introduction. AlgoNet: $C^\infty$ Smooth Algorithmic Neural Networks. Exploring Temporal Differences in 3D Convolutional Neural Networks. Convolutional Neural Networks: A Binocular Vision Perspective. Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions …
Paper Group ANR 50

Paper Group ANR 50

January 31, 2020

Safety Augmented Value Estimation from Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic Tasks. End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances. Unsupervised Projection Networks for Generative Adversarial Networks. Generating Semantic Adversarial Examples with Differentiable Rendering …
Paper Group ANR 51

Paper Group ANR 51

January 31, 2020

SpliceRadar: A Learned Method For Blind Image Forensics. Explaining Classifiers with Causal Concept Effect (CaCE). Object Reachability via Swaps under Strict and Weak Preferences. Designing Style Matching Conversational Agents. Convolutional Dictionary Pair Learning Network for Image Representation Learning. Physics-Informed Machine Learning Models …
Paper Group ANR 52

Paper Group ANR 52

January 31, 2020

Fundamental Entropic Laws and $\mathcal{L}_p$ Limitations of Feedback Systems: Implications for Machine-Learning-in-the-Loop Control. Convolutional Neural Networks Utilizing Multifunctional Spin-Hall MTJ Neurons. Region-Adaptive Dense Network for Efficient Motion Deblurring. Automatic detection and diagnosis of sacroiliitis in CT scans as incidenta …
Paper Group ANR 53

Paper Group ANR 53

January 31, 2020

MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design. Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. Audits as Evidence: Experiments, Ensembles, and Enforcement. Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machin …
Paper Group ANR 54

Paper Group ANR 54

January 31, 2020

On the Power of Multiple Anonymous Messages. Super-resolution meets machine learning: approximation of measures. Supervised Multiscale Dimension Reduction for Spatial Interaction Networks. CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning. Automatic Segmentation of Muscle Tissue and Inter-muscular …
Paper Group ANR 55

Paper Group ANR 55

January 31, 2020

Predicting colorectal polyp recurrence using time-to-event analysis of medical records. Why Does My Model Fail? Contrastive Local Explanations for Retail Forecasting. Towards robust word embeddings for noisy texts. Towards Diverse Paraphrase Generation Using Multi-Class Wasserstein GAN. A Multiple Continuous Signal Alignment Algorithm with Gaussian …
Paper Group ANR 56

Paper Group ANR 56

January 31, 2020

Lessons from Contextual Bandit Learning in a Customer Support Bot. Hyperbolic Multiplex Network Embedding with Maps of Random Walk. Adversarial Learning with Margin-based Triplet Embedding Regularization. Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning. Priority to unemployed immigrants? A …
Paper Group ANR 57

Paper Group ANR 57

January 31, 2020

A comprehensive study of speech separation: spectrogram vs waveform separation. How model accuracy and explanation fidelity influence user trust. Machine learning approach for segmenting glands in colon histology images using local intensity and texture features. Iterative Path Reconstruction for Large-Scale Inertial Navigation on Smartphones. Pose …
Paper Group ANR 58

Paper Group ANR 58

January 31, 2020

Inverse Visual Question Answering with Multi-Level Attentions. Matrix Cofactorization for Joint Representation Learning and Supervised Classification – Application to Hyperspectral Image Analysis. Differentiable probabilistic models of scientific imaging with the Fourier slice theorem. Federated Learning Of Out-Of-Vocabulary Words. A probabilistic …
Paper Group ANR 59

Paper Group ANR 59

January 31, 2020

Mean Estimation from One-Bit Measurements. Online Graph-Based Change-Point Detection for High Dimensional Data. Appearance-Based Gaze Estimation Using Dilated-Convolutions. Purifying Naturalistic Images through a Real-time Style Transfer Semantics Network. DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features. Location A …
Paper Group ANR 6

Paper Group ANR 6

January 31, 2020

A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers. Numerically Recovering the Critical Points of a Deep Linear Autoencoder. A Comparative Survey of Recent Natural Language Interfaces for Databases. ChebNet: Efficient and Stable Constructions of Deep Neural Networks with Rectified Powe …
Paper Group ANR 60

Paper Group ANR 60

January 31, 2020

Spatiotemporal PET reconstruction using ML-EM with learned diffeomorphic deformation. Adversarial Learning of General Transformations for Data Augmentation. Improving Heart Rate Variability Measurements from Consumer Smartwatches with Machine Learning. Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection. Transformer-ba …
Paper Group ANR 61

Paper Group ANR 61

January 31, 2020

Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning. Domain Adaptation for Enterprise Email Search. Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative. A survey of OpenRefine reconciliation services. Extended probabilistic Rand index and the adjustable moving …
Paper Group ANR 62

Paper Group ANR 62

January 31, 2020

Discourse-Aware Neural Extractive Model for Text Summarization. Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion. Mirror Natural Evolution Strategies. Conformal Prediction based Spectral Clustering. Some Interesting Features of Memristor CNN. On the difficulty of learning and predicting the long-term dynamics of bo …
Paper Group ANR 63

Paper Group ANR 63

January 31, 2020

NIESR: Nuisance Invariant End-to-end Speech Recognition. Accelerated CNN Training Through Gradient Approximation. SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters. End-to-End Speech Recognition with High-Frame-Rate Features Extraction. Improving Performance of End-to-End ASR on Numeric Sequences. Linearized two-lay …
Paper Group ANR 64

Paper Group ANR 64

January 31, 2020

Efficient predicate invention using shared “NeMuS”. An entropic feature selection method in perspective of Turing formula. Efficient Feature Selection techniques for Sentiment Analysis. Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma. Hyperspectral City V1.0 Dataset and Benchmark. Improved Multi-Stage Traini …
Paper Group ANR 65

Paper Group ANR 65

January 31, 2020

A Dynamic Sampling Adaptive-SGD Method for Machine Learning. An Innovative Approach to Addressing Childhood Obesity: A Knowledge-Based Infrastructure for Supporting Multi-Stakeholder Partnership Decision-Making in Quebec, Canada. Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations. Pa …
Paper Group ANR 66

Paper Group ANR 66

January 31, 2020

Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties. Solving Traveltime Tomography with Deep Learning. An Efficient Hardware-Oriented Dropout Algorithm. Embedded Bayesian Network Classifiers. Human-Machine Collaboration for Fast Land Cover Mapping. Age Progression and Regression with Spatial Attention Modules. Gro …
Paper Group ANR 67

Paper Group ANR 67

January 31, 2020

Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning. Incorporating Context and External Knowledge for Pronoun Coreference Resolution. Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification. An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training …