[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1363
January 26, 2020

Paper Group ANR 1363

Towards hardware acceleration for parton densities estimation. Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction. Robust Deep Sensing Through Transfer Learning in Cognitive Radio. Error Analysis of Elitist Random Search Heuristics. ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for N …

Paper Group ANR 1364

Paper Group ANR 1364

January 26, 2020

Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition. Applying Partial-ACO to Large-scale Vehicle Fleet Optimisation. pISTA-SENSE-ResNet for Parallel MRI Reconstruction. Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View. Infusing Learned Priors …
Paper Group ANR 1365

Paper Group ANR 1365

January 26, 2020

Cooperative Pathfinding based on high-scalability Multi-agent RRT*. Instance-Level Microtubule Tracking. Recombination of Artificial Neural Networks. A high performance computing method for accelerating temporal action proposal generation. A Framework for Explainable Text Classification in Legal Document Review. RL-RRT: Kinodynamic Motion Planning …
Paper Group ANR 1366

Paper Group ANR 1366

January 26, 2020

Amortized Inference of Variational Bounds for Learning Noisy-OR. Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. Transferable Neural Projection Representations. Decoding Molecular Graph Embeddings with Reinforcement Learning. The informal semantics of Answer Set Programming: A Tarskian perspective. Progressive Fas …
Paper Group ANR 1367

Paper Group ANR 1367

January 26, 2020

User-Oriented Summaries Using a PSO Based Scoring Optimization Method. Risk-Aware Active Inverse Reinforcement Learning. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation. Interpretable Complex-Valued Neural Networks for Privacy Protection. Dynamic optimization with side information. Prostate Segmentation from 3D MRI Us …
Paper Group ANR 1368

Paper Group ANR 1368

January 26, 2020

PyHessian: Neural Networks Through the Lens of the Hessian. Variational Conditional GAN for Fine-grained Controllable Image Generation. Fourier-CPPNs for Image Synthesis. Spatial-Aware Non-Local Attention for Fashion Landmark Detection. Capacity allocation through neural network layers. Ranking architectures using meta-learning. Drug-Drug Adverse E …
Paper Group ANR 1369

Paper Group ANR 1369

January 26, 2020

High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes. Action Anticipation with RBF Kernelized Feature Mapping RNN. Can adversarial training learn image captioning ?. Towards Interlingua Neural Machine Translation. Event-Based Modeling with High-Dimensional Imaging Biom …
Paper Group ANR 1370

Paper Group ANR 1370

January 26, 2020

Transfer feature generating networks with semantic classes structure for zero-shot learning. Hybrid Channel Based Pedestrian Detection. Path Length Bounds for Gradient Descent and Flow. Deep Kernel Learning via Random Fourier Features. Wasserstein GANs for MR Imaging: from Paired to Unpaired Training. Discovery of Bias and Strategic Behavior in Cro …
Paper Group ANR 1371

Paper Group ANR 1371

January 26, 2020

A Generalization Error Bound for Multi-class Domain Generalization. MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation. Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues. Tag Recommendation by Word-Level Tag Sequence Modeling. A Relation Extraction Approach for Clinical Decision Support. Modality to …
Paper Group ANR 1372

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …
Paper Group ANR 1373

Paper Group ANR 1373

January 26, 2020

On the Difficulty of Warm-Starting Neural Network Training. Design Automation for Efficient Deep Learning Computing. Boosting the rule-out accuracy of deep disease detection using class weight modifiers. Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. Growing axons: greedy learning of neural networks with ap …
Paper Group ANR 1374

Paper Group ANR 1374

January 26, 2020

Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems. Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults. Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents. Reinforcement Lea …
Paper Group ANR 1375

Paper Group ANR 1375

January 26, 2020

Fault Matters: Sensor Data Fusion for Detection of Faults using Dempster-Shafer Theory of Evidence in IoT-Based Applications. A model for a Lindenmayer reconstruction algorithm. Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model. Self-Binarizing Networks. Compositio …
Paper Group ANR 1376

Paper Group ANR 1376

January 26, 2020

Accurate Entrance Position Detection Based on Wi-Fi and GPS Signals Using Machine Learning. Ensemble Neural Networks (ENN): A gradient-free stochastic method. Learning to generate new indoor scenes. Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks. SDFDiff: Differentiable Rendering of Signed Distance Fiel …
Paper Group ANR 1377

Paper Group ANR 1377

January 26, 2020

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection. Universal Hysteresis Identification Using Extended Preisach Neural Network. Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. Adaptive versus Standard Descent Methods and Robust …
Paper Group ANR 1378

Paper Group ANR 1378

January 26, 2020

WCE Polyp Detection with Triplet based Embeddings. Accurate Vision-based Manipulation through Contact Reasoning. Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding. Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?. How Robust Are Graph Neural Networks to Structural Noise?. A Fast-Optimal Guara …
Paper Group ANR 1379

Paper Group ANR 1379

January 26, 2020

Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping. Generating Long Sequences with Sparse Transformers. Elements of Sequential Monte Carlo. Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations. Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction. Transform Learning for Magnet …
Paper Group ANR 1380

Paper Group ANR 1380

January 26, 2020

Based on Graph-VAE Model to Predict Student’s Score. SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks. Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization. Introducing Hann windows for reducing edge-effects in patch-based image segmentation. GraphDefense: Towards Robust Graph Convolutional Networks. M …
Paper Group ANR 1381

Paper Group ANR 1381

January 26, 2020

Lower Bounds for Compressed Sensing with Generative Models. Recurrent Attention Walk for Semi-supervised Classification. Classification of spherical objects based on the form function of acoustic echoes. A Generative Model for Punctuation in Dependency Trees. Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in …
Paper Group ANR 1382

Paper Group ANR 1382

January 26, 2020

Depth-Preserving Real-Time Arbitrary Style Transfer. Low-rank Kernel Learning for Graph-based Clustering. Residual Objectness for Imbalance Reduction. TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. Meeting Transcription Using Virtual Microphone Arrays. Towards Precise Robotic Grasping by Probabilistic Post-grasp Displacement Estimation. …
Paper Group ANR 1383

Paper Group ANR 1383

January 26, 2020

Towards Optimisation of Collaborative Question Answering over Knowledge Graphs. A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. Answering Complex Questions by Joining Multi-Document Evidence with Quasi Knowledge Graphs. Dense Fusion Classmate Network for Land Cover Classification. Improve Diver …
Paper Group ANR 1384

Paper Group ANR 1384

January 26, 2020

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. Neural Network-based Equalizer by Utilizing Coding Gain in Advance. Capturing Evolution Genes for Time Series Data. Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment. Inference of a Multi …
Paper Group ANR 1385

Paper Group ANR 1385

January 26, 2020

Expanding Label Sets for Graph Convolutional Networks. Predicting Economic Development using Geolocated Wikipedia Articles. Deformable Non-local Network for Video Super-Resolution. Revisiting Fine-tuning for Few-shot Learning. High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Ex …
Paper Group ANR 1386

Paper Group ANR 1386

January 26, 2020

A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition. Dynamical Systems as Temporal Feature Spaces. Measuring the Similarity between Materials with an Emphasis on the Materials Distinctiveness. Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting. SCNN: A General Distribution based Statistical Conv …
Paper Group ANR 1387

Paper Group ANR 1387

January 26, 2020

Towards a computer-interpretable actionable formal model to encode data governance rules. TopoAct: Exploring the Shape of Activations in Deep Learning. Bifurcation Spiking Neural Network. BERTQA – Attention on Steroids. Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features. Machine Learning meets Numbe …
Paper Group ANR 1388

Paper Group ANR 1388

January 26, 2020

Modal clustering asymptotics with applications to bandwidth selection. Debiasing Word Embeddings Improves Multimodal Machine Translation. A-Phase classification using convolutional neural networks. Electroencephalography based Classification of Long-term Stress using Psychological Labeling. Machine learning without a feature set for detecting burst …
Paper Group ANR 1389

Paper Group ANR 1389

January 26, 2020

Incremental Bounded Model Checking of Artificial Neural Networks in CUDA. Estimating Early Fundraising Performance of Innovations via Graph-based Market Environment Model. Active Learning for Binary Classification with Abstention. HyperGAN: A Generative Model for Diverse, Performant Neural Networks. Multi-Objective Optimisation of Damper Placement …
Paper Group ANR 1390

Paper Group ANR 1390

January 26, 2020

Constructing a provably adversarially-robust classifier from a high accuracy one. Source Coding Based mmWave Channel Estimation with Deep Learning Based Decoding. Fighting Quantization Bias With Bias. Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video. Neural Response Generation with Meta-Words. HexagD …