[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 380
April 2, 2020

Paper Group ANR 380

Learning Object Scale With Click Supervision for Object Detection. Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method. Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning. A Novel Hybrid GWO with WOA for Global Numerical Optimization and Solving Pressure Vessel Design. CAKES: Channel-wise Au …

Paper Group ANR 381

Paper Group ANR 381

April 2, 2020

The Sylvester Graphical Lasso (SyGlasso). Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis. Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural network. Simultaneous Skull Conductivity and Focal Source Imaging from EEG Recordings with the help of Bayesian Unce …
Paper Group ANR 382

Paper Group ANR 382

April 2, 2020

Fundamental Limits of Online Learning: An Entropic-Innovations Viewpoint. Stochastic L-system Inference from Multiple String Sequence Inputs. Robust data encodings for quantum classifiers. A Hybrid Solution to Learn Turn-Taking in Multi-Party Service-based Chat Groups. Smooth markets: A basic mechanism for organizing gradient-based learners. The pr …
Paper Group ANR 383

Paper Group ANR 383

April 2, 2020

EPINE: Enhanced Proximity Information Network Embedding. A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs. Towards Effective Human-AI Collaboration in GUI-Based Interactive Task Learning Agents. Self-Supervised Graph Representation Learning via Global Context Prediction. Robust Gaussian …
Paper Group ANR 384

Paper Group ANR 384

April 2, 2020

CryptoSPN: Privacy-preserving Sum-Product Network Inference. Classification of Traffic Using Neural Networks by Rejecting: a Novel Approach in Classifying VPN Traffic. Transferable Task Execution from Pixels through Deep Planning Domain Learning. Natural Language Processing Advancements By Deep Learning: A Survey. Physically Plausible Spectral Reco …
Paper Group ANR 385

Paper Group ANR 385

April 2, 2020

Rolling Horizon Evolutionary Algorithms for General Video Game Playing. Deep Multi-Facial Patches Aggregation Network For Facial Expression Recognition. Word Sense Disambiguation for 158 Languages using Word Embeddings Only. Bounded Incentives in Manipulating the Probabilistic Serial Rule. Learning Whole-body Motor Skills for Humanoids. A Finite St …
Paper Group ANR 386

Paper Group ANR 386

April 2, 2020

End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking. Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble. Landmark2Vec: An Unsupervised Neural Network-Based Landmark Positioning Method. Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Netwo …
Paper Group ANR 387

Paper Group ANR 387

April 2, 2020

Probabilistic 3D Multilabel Real-time Mapping for Multi-object Manipulation. Effects of annotation granularity in deep learning models for histopathological images. Generating Scientific Question Answering Corpora from Q&A forums. Data Vision: Learning to See Through Algorithmic Abstraction. Unsupervised Semantic Attribute Discovery and Control in …
Paper Group ANR 388

Paper Group ANR 388

April 2, 2020

Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. 3D Object Segmentation for Shelf Bin Picking by Humanoid with Deep Learning and Occupancy Voxel Grid Map. Recognition of Smoking Gesture Using Smart Watch Technology. Fact Check-Worthiness Detection as Positive Unlabelled Learning. Active Model Es …
Paper Group ANR 389

Paper Group ANR 389

April 2, 2020

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis. Pedestrian Detection with Wearable Cameras for the Blind: A Two-way Perspective. Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images. Threats to Federated Learning: A Su …
Paper Group ANR 88

Paper Group ANR 88

April 2, 2020

Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. Coherent Gradients: An Approach to Understanding Generalization in Gradient Descent-based Optimization. Learning to Multi-Task Learn for Better Neural Machine Translation. Gated Graph Recurrent Neural Networks. Interactive Robot Trainin …
Paper Group ANR 89

Paper Group ANR 89

April 2, 2020

Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images. Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation. Segmentação de imagens utilizando competição e cooperação entre partículas. Near-Optimal Hardware Design for Convolutional Neural Networks. Distributed Learning …
Paper Group ANR 90

Paper Group ANR 90

April 2, 2020

Almost Sure Convergence of Dropout Algorithms for Neural Networks. Modelisation de l’incertitude et de l’imprecision de donnees de crowdsourcing : MONITOR. Facets of the PIE Environment for Proving, Interpolating and Eliminating on the Basis of First-Order Logic. Semantic Relatedness and Taxonomic Word Embeddings. Communication-Efficient Distribute …
Paper Group ANR 91

Paper Group ANR 91

April 2, 2020

Optimal Bidding Strategy without Exploration in Real-time Bidding. Incremental Object Detection via Meta-Learning. Inference for linear forms of eigenvectors under minimal eigenvalue separation: Asymmetry and heteroscedasticity. Triad State Space Construction for Chaotic Signal Classification with Deep Learning. Autonomous Navigation in Unknown Env …
Paper Group ANR 92

Paper Group ANR 92

April 2, 2020

Targeted free energy estimation via learned mappings. Global Convergence of Frank Wolfe on One Hidden Layer Networks. Monocular Depth Estimation Based On Deep Learning: An Overview. A Survey on Dragonfly Algorithm and its Applications in Engineering. Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. Teaching Temporal Logics …
Paper Group ANR 93

Paper Group ANR 93

April 2, 2020

Communication-efficient Variance-reduced Stochastic Gradient Descent. Decentralized gradient methods: does topology matter?. Ranking Significant Discrepancies in Clinical Reports. Analyzing Visual Representations in Embodied Navigation Tasks. “Wait, I’m Still Talking!” Predicting the Dialogue Interaction Behavior Using Imagine-Then-Arbitrate Model. …
Paper Group ANR 94

Paper Group ANR 94

April 2, 2020

SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence. Anomaly detection in chest radiographs with a weakly supervised flow-based deep learning method. Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. Fast Adaptation to Super-Resolution Networks via Meta-Learning. Stochastic Proxim …
Paper Group ANR 95

Paper Group ANR 95

April 2, 2020

A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis. Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion. Semantic Change Pattern Analysis. Toward fast and accurate human pose estimation via soft-gated skip connections. Fast local linear regression with anchor regularizati …
Paper Group ANR 96

Paper Group ANR 96

April 2, 2020

Incentivizing the Emergence of Grounded Discrete Communication Between General Agents. Text Similarity Using Word Embeddings to Classify Misinformation. Improved Binary Artificial Bee Colony Algorithm. Mathematical Formulae in Wikimedia Projects 2020. Analyzing Accuracy Loss in Randomized Smoothing Defenses. Will we ever have Conscious Machines?. O …
Paper Group ANR 97

Paper Group ANR 97

April 2, 2020

Breast lesion segmentation in ultrasound images with limited annotated data. Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN. Stochastic reconstruction of periodic, three-dimensional multi-phase electrode microstructures using generative adversarial networks. Neighborhood Structure Assisted Non-negative Matrix Factorization a …
Paper Group ANR 98

Paper Group ANR 98

April 2, 2020

Weight Priors for Learning Identity Relations. Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. Reinforcement Learning for Mitigating Intermittent Interference in Terahertz Communication Networks. Modeling and solving a vehicle-sharing problem. Leveraging Frequency Analysis for Deep Fake Image Recognition. Quer …
Paper Group ANR 99

Paper Group ANR 99

April 2, 2020

ParkingSticker: A Real-World Object Detection Dataset. Profile Entropy: A Fundamental Measure for the Learnability and Compressibility of Discrete Distributions. ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation. Learning Global Transparent Models from Local Contrastive Explanations. A fast and …
Paper Group ANR 390

Paper Group ANR 390

April 1, 2020

On the human evaluation of audio adversarial examples. G-VAE: A Continuously Variable Rate Deep Image Compression Framework. Fair Allocation Based Soft Load Shedding. A deep learning-facilitated radiomics solution for the prediction of lung lesion shrinkage in non-small cell lung cancer trials. Almost-Matching-Exactly for Treatment Effect Estimatio …
Paper Group ANR 391

Paper Group ANR 391

April 1, 2020

Exploring the Memorization-Generalization Continuum in Deep Learning. A Unified Framework for Gaussian Mixture Reduction with Composite Transportation Distance. Average-case Acceleration Through Spectral Density Estimation. Stochastic geometry to generalize the Mondrian Process. Too many cooks: Coordinating multi-agent collaboration through inverse …
Paper Group ANR 392

Paper Group ANR 392

April 1, 2020

Learn to Generate Time Series Conditioned Graphs with Generative Adversarial Nets. From Route Instructions to Landmark Graphs. A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy. Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies. Acceleratin …
Paper Group ANR 393

Paper Group ANR 393

April 1, 2020

Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation. Stochastic Regret Minimization in Extensive-Form Games. Softmax Splatting for Video Frame Interpolation. Automatic lesion segmentation and Pathological Myopia classification in fundus images. Weakly Supervised Lesion Co-segmentation …
Paper Group ANR 394

Paper Group ANR 394

April 1, 2020

Differentially Private ERM Based on Data Perturbation. Phonetic Feedback for Speech Enhancement With and Without Parallel Speech Data. Vision-Dialog Navigation by Exploring Cross-modal Memory. Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement. Deep learning approach for breast cancer diagnosis. Multifactorial Cellula …
Paper Group ANR 395

Paper Group ANR 395

April 1, 2020

On the Unreasonable Effectiveness of Knowledge Distillation: Analysis in the Kernel Regime. Deep Molecular Programming: A Natural Implementation of Binary-Weight ReLU Neural Networks. The Problem with Metrics is a Fundamental Problem for AI. Detection of FLOSS version release events from Stack Overflow message data. Low Latency ASR for Simultaneous …