[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1419
January 26, 2020

Paper Group ANR 1419

Gaze Training by Modulated Dropout Improves Imitation Learning. Wasserstein Neural Processes. Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations. Cascading: Association Augmented Sequential Recommendation. SLM Lab: A Comprehensive Benchmark and Modular Software Frame …

Paper Group ANR 1420

Paper Group ANR 1420

January 26, 2020

Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices. Joint Detection and Location of English Puns. MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs. On the Transferability of Spectral Graph Filters. Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Dee …
Paper Group ANR 1421

Paper Group ANR 1421

January 26, 2020

Generative Models For Deep Learning with Very Scarce Data. Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs. AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization. Straggler-Agnostic and Communication-Efficient Distributed …
Paper Group ANR 1422

Paper Group ANR 1422

January 26, 2020

Robust and fast generation of top and side grasps for unknown objects. Exploration with Unreliable Intrinsic Reward in Multi-Agent Reinforcement Learning. Conflict Detection and Resolution in Table Top Scenarios for Human-Robot Interaction. A new operation mode for depth-focused high-sensitivity ToF range finding. Gabor Layers Enhance Network Robus …
Paper Group ANR 1423

Paper Group ANR 1423

January 26, 2020

Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments. Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. Improving Generalization in Meta Reinforcement Learning using Learned Objectives. Real-Time EEG Classification via Coresets for BCI Applications. Evaluating the Robustne …
Paper Group ANR 1424

Paper Group ANR 1424

January 26, 2020

What Can ResNet Learn Efficiently, Going Beyond Kernels?. IRF: Interactive Recommendation through Dialogue. Parallelized Training of Restricted Boltzmann Machines using Markov-Chain Monte Carlo Methods. It’s Not Whom You Know, It’s What You (or Your Friends) Can Do: Succint Coalitional Frameworks for Network Centralities. Parallelising MCMC via Ran …
Paper Group ANR 1425

Paper Group ANR 1425

January 26, 2020

Computed tomography data collection of the complete human mandible and valid clinical ground truth models. Visual Interaction with Deep Learning Models through Collaborative Semantic Inference. Generating an Overview Report over Many Documents. DSRGAN: Explicitly Learning Disentangled Representation of Underlying Structure and Rendering for Image G …
Paper Group ANR 1426

Paper Group ANR 1426

January 26, 2020

POSEAMM: A Unified Framework for Solving Pose Problems using an Alternating Minimization Method. Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes. Entropic Risk Measure in Policy Search. InfoRL: Interpretable Reinforcement Learning using Information Maximization. Tensor Sparse PCA and Face Recognition: A Novel …
Paper Group ANR 1427

Paper Group ANR 1427

January 26, 2020

Object-Aware Instance Labeling for Weakly Supervised Object Detection. Large e-retailer image dataset for visual search and product classification. Accurate Global Trajectory Alignment using Poles and Road Markings. Throughput Prediction of Asynchronous SGD in TensorFlow. Real-World Image Datasets for Federated Learning. RevealNet: Seeing Behind Ob …
Paper Group ANR 1428

Paper Group ANR 1428

January 26, 2020

Computationally Efficient Neural Image Compression. Differential Description Length for Hyperparameter Selection in Machine Learning. Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version). Domain Adaptive Dialog Generation via Meta Learning. ACUTE-EVAL: Improved Dialogue Evaluation with Op …
Paper Group ANR 1429

Paper Group ANR 1429

January 26, 2020

Developmentally motivated emergence of compositional communication via template transfer. Research on Clustering Performance of Sparse Subspace Clustering. LEMO: Learn to Equalize for MIMO-OFDM Systems with Low-Resolution ADCs. BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling. Towards Generating Long and Coherent Text with Mu …
Paper Group ANR 1430

Paper Group ANR 1430

January 26, 2020

Seismic data interpolation based on U-net with texture loss. Remote Estimation of Free-Flow Speeds. Google vs IBM: A Constraint Solving Challenge on the Job-Shop Scheduling Problem. Monocular Plan View Networks for Autonomous Driving. Argument Identification in Public Comments from eRulemaking. PEGASUS: Pre-training with Extracted Gap-sentences for …
Paper Group ANR 1431

Paper Group ANR 1431

January 26, 2020

Query-Focused Scenario Construction. A Unified Framework for Marketing Budget Allocation. Generative Models for Automatic Chemical Design. RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data. Accelerating Reinforcement Learning with Suboptimal Guidance. On sample complexity of neural networks. Turbo Learning Framework for …
Paper Group ANR 1432

Paper Group ANR 1432

January 26, 2020

Recovering Faces from Portraits with Auxiliary Facial Attributes. Cost-Sensitive Feature Selection by Optimizing F-Measures. A Test for Shared Patterns in Cross-modal Brain Activation Analysis. Evolving Gaussian Process kernels from elementary mathematical expressions. Current Trends in the Use of Eye Tracking in Mathematics Education Research: A P …
Paper Group ANR 1433

Paper Group ANR 1433

January 26, 2020

Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay. Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report). Simulation of Turbulent Flow around a Generic High-Speed Train using Hybrid Models of RANS Numerical Method with Machine Learning. ELIMINA …
Paper Group ANR 1434

Paper Group ANR 1434

January 26, 2020

A multiscale Laplacian of Gaussian (LoG) filtering approach to pulmonary nodule detection from whole-lung CT scans. Transition-Based Deep Input Linearization. Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision. Interactive Language Learning by Question Answering. City-level Geolocation of Tweets for Real-time Visual Anal …
Paper Group ANR 1435

Paper Group ANR 1435

January 26, 2020

Fixed-Confidence Guarantees for Bayesian Best-Arm Identification. Revealing Scenes by Inverting Structure from Motion Reconstructions. ClsGAN: Selective Attribute Editing Based On Classification Adversarial Network. Multiobjective Coverage Path Planning: Enabling Automated Inspection of Complex, Real-World Structures. Learning with Partially Ordere …
Paper Group ANR 1436

Paper Group ANR 1436

January 26, 2020

Simple Question Answering with Subgraph Ranking and Joint-Scoring. ColorFool: Semantic Adversarial Colorization. Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem. GBCNs: Genetic Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs. Identifying Model Weakness with Adversarial Ex …
Paper Group ANR 1437

Paper Group ANR 1437

January 26, 2020

Extreme Tensoring for Low-Memory Preconditioning. Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation. A cost-reducing partial labeling estimator in text classification problem. A Visual Programming Paradigm for Abstract Deep Learning Model Development. Analyzing Deep Neural Networks with Symbolic Propagation: Tow …
Paper Group ANR 1438

Paper Group ANR 1438

January 26, 2020

Rebalancing Learning on Evolving Data Streams. Offline Recommender Learning Meets Unsupervised Domain Adaptation. Agglomerative Fast Super-Paramagnetic Clustering. Information Theoretic Feature Transformation Learning for Brain Interfaces. Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization. Spectra2pix: Generating Nanostructure …
Paper Group ANR 1439

Paper Group ANR 1439

January 26, 2020

Patch redundancy in images: a statistical testing framework and some applications. Facial Landmark Correlation Analysis. A Unified Framework for Lifelong Learning in Deep Neural Networks. Optimistic Proximal Policy Optimization. Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation. BMVC 2019: Workshop on Inte …
Paper Group ANR 1440

Paper Group ANR 1440

January 26, 2020

Compressing Representations for Embedded Deep Learning. Incremental Learning of Motion Primitives for Pedestrian Trajectory Prediction at Intersections. DScribe: Library of Descriptors for Machine Learning in Materials Science. Adaptive Probabilistic Vehicle Trajectory Prediction Through Physically Feasible Bayesian Recurrent Neural Network. Harmon …
Paper Group ANR 1441

Paper Group ANR 1441

January 26, 2020

Single-step Options for Adversary Driving. Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. Federated Learning of N-gram Language Models. Relation-Aware Graph Attention Network for Visual Question Answering. Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval. …
Paper Group ANR 1442

Paper Group ANR 1442

January 26, 2020

Inferring Compact Representations for Efficient Natural Language Understanding of Robot Instructions. Universal Lipschitz Approximation in Bounded Depth Neural Networks. Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes. Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. Aerial hyperspectra …
Paper Group ANR 1443

Paper Group ANR 1443

January 26, 2020

Explainable AI for Intelligence Augmentation in Multi-Domain Operations. Nonvolatile Spintronic Memory Cells for Neural Networks. Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks. Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization. Data Generation for Neural Programming by Example. Age …
Paper Group ANR 1444

Paper Group ANR 1444

January 26, 2020

Low-Cost Transfer Learning of Face Tasks. Checking Chase Termination over Ontologies of Existential Rules with Equality. Distilling the Knowledge of BERT for Text Generation. Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning. Value of structural health monitoring quantification in partially observable stochastic environment …
Paper Group ANR 1445

Paper Group ANR 1445

January 26, 2020

Effects of Foraging in Personalized Content-based Image Recommendation. Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation. NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining. Manipulation Motion Taxonomy and Coding for Robots. Faster saddle-point optimization for solving large-scale …
Paper Group ANR 1446

Paper Group ANR 1446

January 26, 2020

Learning Weighted Submanifolds with Variational Autoencoders and Riemannian Variational Autoencoders. The VIA Annotation Software for Images, Audio and Video. Referring Expression Generation Using Entity Profiles. Leveraging Pretrained Image Classifiers for Language-Based Segmentation. Differentiable Representations For Multihop Inference Rules. Ef …