[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1
April 3, 2020

Paper Group ANR 1

Probabilistic Partitive Partitioning (PPP). A Comparative Study of Western and Chinese Classical Music based on Soundscape Models. MatchingGAN: Matching-based Few-shot Image Generation. Anysize GAN: A solution to the image-warping problem. Statistical and Topological Properties of Sliced Probability Divergences. SketchyCOCO: Image Generation from F …

Paper Group ANR 10

Paper Group ANR 10

April 3, 2020

Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach. Ballooning Multi-Armed Bandits. Workshop Report: Detection and Classification in Marine Bioacoustics with Deep Learning. Addressing the Memory Bottleneck in AI Model Training. Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition. F …
Paper Group ANR 11

Paper Group ANR 11

April 3, 2020

Communication Efficient Federated Learning over Multiple Access Channels. Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks. A Study of Human Summaries of Scientific Articles. Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation. Least squares binary quantization of neural …
Paper Group ANR 12

Paper Group ANR 12

April 3, 2020

Intelligent Chest X-ray Worklist Prioritization by CNNs: A Clinical Workflow Simulation. Decentralized MCTS via Learned Teammate Models. Classifying Wikipedia in a fine-grained hierarchy: what graphs can contribute. Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots. Certi …
Paper Group ANR 13

Paper Group ANR 13

April 3, 2020

Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods. Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection. Sketch-to-Art: Synthesizing Stylized Art Images From Sketches. iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection. From Fourier to Koopman: Spec …
Paper Group ANR 14

Paper Group ANR 14

April 3, 2020

Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency. FMT:Fusing Multi-task Convolutional Neural Network for Person Search. Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning. Differentially Private Federated Learning for Resource-Constrained Internet of Things. Absolute Shapley Valu …
Paper Group ANR 15

Paper Group ANR 15

April 3, 2020

FragNet: Writer Identification using Deep Fragment Networks. Learning to Correct 3D Reconstructions from Multiple Views. Nature-Inspired Optimization Algorithms: Challenges and Open Problems. DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning. Watching the World Go By: Representation Learning from Unlabeled Vi …
Paper Group ANR 16

Paper Group ANR 16

April 3, 2020

ProGraML: Graph-based Deep Learning for Program Optimization and Analysis. Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness. Dense Dilated Convolutions Merging Network for Land Cover Classification. On Expansion and Contraction of DL-Lite Knowledge Bases. Exploratory Machine Learning with Unknown Unknowns. Dynamic Divide-a …
Paper Group ANR 17

Paper Group ANR 17

April 3, 2020

Gaussian-Dirichlet Random Fields for Inference over High Dimensional Categorical Observations. CompLex — A New Corpus for Lexical Complexity Predicition from Likert Scale Data. MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing. Machine Learning for Network Slicing Resource Management: A Comprehensive Survey. Meshlet Priors for 3D Mesh Reconstructio …
Paper Group ANR 18

Paper Group ANR 18

April 3, 2020

FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning. Parallel sequence tagging for concept recognition. MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality. The empirical structure of word frequency distributions. Deep Attention Spatio-Temporal Point Processes. DeepCap: Monocular Human Performance …
Paper Group ANR 19

Paper Group ANR 19

April 3, 2020

Topologically sensitive metaheuristics. Unsupervised Learning of Camera Pose with Compositional Re-estimation. Real Time Reasoning in OWL2 for GDPR Compliance. Dataset Search In Biodiversity Research: Do Metadata In Data Repositories Reflect Scholarly Information Needs?. Capacity of Continuous Channels with Memory via Directed Information Neural Es …
Paper Group ANR 2

Paper Group ANR 2

April 3, 2020

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects. GID-Net: Detecting Human-Object Interaction with Global and Instance Dependency. TPPO: A Novel Trajectory Predictor with Pseudo Oracle. Functional Error Correction for Robust Neural Networks. Visual-Semantic Graph Attention Networks for Human-Object Interaction Detectio …
Paper Group ANR 20

Paper Group ANR 20

April 3, 2020

Learning to Catch Piglets in Flight. Countering Language Drift with Seeded Iterated Learning. Verification of Neural Networks: Enhancing Scalability through Pruning. On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective. Jointly Learning to Recommend and Advertise. Sketching Transformed Matrices with Applications to Na …
Paper Group ANR 21

Paper Group ANR 21

April 3, 2020

RGB-Topography and X-rays Image Registration for Idiopathic Scoliosis Children Patient Follow-up. Convex Hull Monte-Carlo Tree Search. A Multiple Decoder CNN for Inverse Consistent 3D Image Registration. Medical Image Registration Using Deep Neural Networks: A Comprehensive Review. Comparative Visual Analytics for Assessing Medical Records with Seq …
Paper Group ANR 22

Paper Group ANR 22

April 3, 2020

Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems. Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks. Using Deep Learning to Improve Ensemble Smoother: Applications to Subsurface Characterization. Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification. A Nove …
Paper Group ANR 23

Paper Group ANR 23

April 3, 2020

A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents. Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation. Keyword-based Topic Modeling and Keyword Selection. Bimodal Distribution Removal and Genetic Algorithm in Neural Network …
Paper Group ANR 24

Paper Group ANR 24

April 3, 2020

Unsupervised Extraction of Market Moving Events with Neural Attention. Compatible Learning for Deep Photonic Neural Network. Towards Probability-based Safety Verification of Systems with Components from Machine Learning. Eigenresiduals for improved Parametric Speech Synthesis. Deformation Flow Based Two-Stream Network for Lip Reading. On the comput …
Paper Group ANR 25

Paper Group ANR 25

April 3, 2020

Lossless Compression of Deep Neural Networks. Recalibrating 3D ConvNets with Project & Excite. E2EET: From Pipeline to End-to-end Entity Typing via Transformer-Based Embeddings. Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery. Inducing Optimal Attribute Representations for Conditional GANs. On Safety Asse …
Paper Group ANR 26

Paper Group ANR 26

April 3, 2020

AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment. A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings. Deep Adversarial Reinforcement Learning for Object Disentangling. Conditional Gaussian Distribution Learning for Open Set Recognition. Lake Ice Detection from Sentinel-1 SAR with Deep Learning. Monta …
Paper Group ANR 27

Paper Group ANR 27

April 3, 2020

Frozen Binomials on the Web: Word Ordering and Language Conventions in Online Text. Convo: What does conversational programming need? An exploration of machine learning interface design. Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. Information cartography in association rule mini …
Paper Group ANR 28

Paper Group ANR 28

April 3, 2020

Fast Estimation of Information Theoretic Learning Descriptors using Explicit Inner Product Spaces. Accelerated learning algorithms of general fuzzy min-max neural network using a branch-and-bound-based hyperbox selection rule. Deliberation Model Based Two-Pass End-to-End Speech Recognition. A.I. based Embedded Speech to Text Using Deepspeech. Trans …
Paper Group ANR 29

Paper Group ANR 29

April 3, 2020

Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks. Lipschitz standardization for robust multivariate learning. Distilling portable Generative Adversarial Networks for Image Translation. Identification of AC Networks via Online Learning. Deep regularization and direct training of the inner layers of Neural Networks wit …
Paper Group ANR 3

Paper Group ANR 3

April 3, 2020

EM Algorithm is Sample-Optimal for Learning Mixtures of Well-Separated Gaussians. Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models. Transport Gaussian Processes for Regression. LTP: A New Active Learning Strategy for Bert-CRF Based Named Entity Recognition. Some convergent results for Backtracking Gradient Descent me …
Paper Group ANR 30

Paper Group ANR 30

April 3, 2020

Spatiotemporal Camera-LiDAR Calibration: A Targetless and Structureless Approach. Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. Predicting A Creator’s Preferences In, and From, Interactive Generative Art. Unbiased Scene Graph Generation via Rich and Fair Semantic Extraction. …
Paper Group ANR 31

Paper Group ANR 31

April 3, 2020

Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward. RePAD: Real-time Proactive Anomaly Detection for Time Series. Better Boosting with Bandits for Online Learning. Dynamic ReLU. Accurately identifying vertebral levels in large datasets. Turning 30: New Ideas in Inductive Logic Programming. TGGLines: A Robust To …
Paper Group ANR 32

Paper Group ANR 32

April 3, 2020

Moving Target Monte Carlo. Can ML predict the solution value for a difficult combinatorial problem?. Algorithmic Recourse: from Counterfactual Explanations to Interventions. POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning. Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints. Du$^2$Net: Learning Depth …
Paper Group ANR 33

Paper Group ANR 33

April 3, 2020

An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation. Memory-efficient Learning for Large-scale Computational Imaging. Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning. A Longitudinal Analysis of YouTube’s Promotion of Conspiracy Videos. Deep Reinforcement Learning with Linear Quadratic R …
Paper Group ANR 34

Paper Group ANR 34

April 3, 2020

Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning. Mining International Political Norms from the GDELT Database. Predicting Performance of Asynchronous Differentially-Private Learning. SK-Net: Deep Learning on Point Cloud via End-to-end Discovery of Spatial Keypoints. Learning Dynamic and Personalized Comorbi …