[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1391
January 26, 2020

Paper Group ANR 1391

Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition. Scalable Model Compression by Entropy Penalized Reparameterization. The Use of Mutual Coherence to Prove $\ell^1/\ell^0$-Equivalence in Classification Problems. Structure-adaptive manifold estimation. DGSAN: Discrete Generative Self-Adversarial Network. L …

Paper Group ANR 1392

Paper Group ANR 1392

January 26, 2020

A novel repetition normalized adversarial reward for headline generation. AutoER: Automated Entity Resolution using Generative Modelling. The Verbal and Non Verbal Signals of Depression – Combining Acoustics, Text and Visuals for Estimating Depression Level. An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clus …
Paper Group ANR 1393

Paper Group ANR 1393

January 26, 2020

AutoCorrect: Deep Inductive Alignment of Noisy Geometric Annotations. Multifactorial Evolutionary Algorithm For Clustered Minimum Routing Cost Problem. MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. HONEM: Network Embedding Using Higher-Order Patterns in Sequential Data. Scalable Syntax-Aware Language Models Using Knowled …
Paper Group ANR 1394

Paper Group ANR 1394

January 26, 2020

Information criteria for non-normalized models. Adaptive Embedding Gate for Attention-Based Scene Text Recognition. Music Transcription Based on Bayesian Piece-Specific Score Models Capturing Repetitions. Grounding Language Attributes to Objects using Bayesian Eigenobjects. Positive-Unlabeled Reward Learning. Fusing Visual, Textual and Connectivity …
Paper Group ANR 1395

Paper Group ANR 1395

January 26, 2020

Semisupervised Clustering by Queries and Locally Encodable Source Coding. Bayesian inversion for nanowire field-effect sensors. Prediction of Workplace Injuries. Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson’s Disease using Deep Recurrent Neural Networks. Learning to Interactively Learn and Assist. Automatic Surface Area and V …
Paper Group ANR 1396

Paper Group ANR 1396

January 26, 2020

Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers. Incremental Classifier Learning Based on PEDCC-Loss and Cosine Distance. A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. Evaluation of a Recommender System for Assisting Novice Game Designers. Semi-supervised Image Attribute Editing using Generative Adv …
Paper Group ANR 1397

Paper Group ANR 1397

January 26, 2020

SparseTrain:Leveraging Dynamic Sparsity in Training DNNs on General-Purpose SIMD Processors. Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions. A Comparative Study on End-to-end Speech to Text Translation. Detecting GAN generated Fake Images using Co-occurrence Matrices. Modularized Textual Grounding for Counte …
Paper Group ANR 1398

Paper Group ANR 1398

January 26, 2020

CN-CELEB: a challenging Chinese speaker recognition dataset. Deep Learning in Video Multi-Object Tracking: A Survey. Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training. On Distance and Kernel Measures of Conditional Independence. Fac …
Paper Group ANR 1399

Paper Group ANR 1399

January 26, 2020

Bias-Reduced Hindsight Experience Replay with Virtual Goal Prioritization. A neural network based policy iteration algorithm with global $H^2$-superlinear convergence for stochastic games on domains. Representing text as abstract images enables image classifiers to also simultaneously classify text. Representation of Federated Learning via Worst-Ca …
Paper Group ANR 1400

Paper Group ANR 1400

January 26, 2020

Fitness Dependent Optimizer: Inspired by the Bee Swarming Reproductive Process. Determining Relative Argument Specificity and Stance for Complex Argumentative Structures. CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions. OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations. Identification of gateke …
Paper Group ANR 1401

Paper Group ANR 1401

January 26, 2020

SPGNet: Semantic Prediction Guidance for Scene Parsing. Program-Guided Image Manipulators. Lunar surface image restoration using U-net based deep neural networks. Clustering of solutions in the symmetric binary perceptron. Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation. Generating 3D People in Scenes without People. …
Paper Group ANR 1402

Paper Group ANR 1402

January 26, 2020

Test-Time Training for Out-of-Distribution Generalization. Large-scale Tag-based Font Retrieval with Generative Feature Learning. Non-Bayesian Social Learning with Uncertain Models. Text Mining Customer Reviews For Aspect-based Restaurant Rating. Smooth Extrapolation of Unknown Anatomy via Statistical Shape Models. GAN-based Pose-aware Regulation f …
Paper Group ANR 1403

Paper Group ANR 1403

January 26, 2020

MULE: Multimodal Universal Language Embedding. DAmageNet: A Universal Adversarial Dataset. Automatic Generation of Level Maps with the Do What’s Possible Representation. Dynamic Portfolio Management with Reinforcement Learning. Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference. The Universal Approximation Property: Characterization …
Paper Group ANR 1404

Paper Group ANR 1404

January 26, 2020

Adaptive Densely Connected Super-Resolution Reconstruction. To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning. How to make a pizza: Learning a compositional layer-based GAN model. Learning Algebraic Structur …
Paper Group ANR 1405

Paper Group ANR 1405

January 26, 2020

Multi-Level Composite Stochastic Optimization via Nested Variance Reduction. Generative Design in Minecraft: Chronicle Challenge. Bilinear Constraint based ADMM for Mixed Poisson-Gaussian Noise Removal. Learning-based real-time method to looking through scattering medium beyond the memory effect. Multi-Agent Path Finding with Capacity Constraints. …
Paper Group ANR 1406

Paper Group ANR 1406

January 26, 2020

End-to-End Deep Residual Learning with Dilated Convolutions for Myocardial Infarction Detection and Localization. Reinforcement Learning for Portfolio Management. Multi-Target Multiple Instance Learning for Hyperspectral Target Detection. A type of generalization error induced by initialization in deep neural networks. On the Convergence of Project …
Paper Group ANR 1407

Paper Group ANR 1407

January 26, 2020

Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods. H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions. Self-supervised Learning for Single View Depth and Surface Normal Estimation. Machine Vision in the Context of Robotics: A Systematic Literature Review. Knowledge Graph Development for Ap …
Paper Group ANR 1408

Paper Group ANR 1408

January 26, 2020

Calibration, Entropy Rates, and Memory in Language Models. Analyzing the Role of Model Uncertainty for Electronic Health Records. A Deep Factorization of Style and Structure in Fonts. The few-get-richer: a surprising consequence of popularity-based rankings. Deep Learning Methods for Signature Verification. Mixture Probabilistic Principal Geodesic …
Paper Group ANR 1409

Paper Group ANR 1409

January 26, 2020

A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning. Bayesian Optimisation with Gaussian Processes for Premise Selection. The Role of Artificial Intelligence (AI) in Adaptive eLearning System (AES) Content Formation: Risks and Opportunities involved. DeepPool: Distributed Model-free Algorithm for Ride …
Paper Group ANR 1410

Paper Group ANR 1410

January 26, 2020

Optimal Uncertainty-guided Neural Network Training. Solar Event Tracking with Deep Regression Networks: A Proof of Concept Evaluation. Using Mapping Languages for Building Legal Knowledge Graphs from XML Files. SNRA: A Spintronic Neuromorphic Reconfigurable Array for In-Circuit Training and Evaluation of Deep Belief Networks. Trainability of ReLU n …
Paper Group ANR 1411

Paper Group ANR 1411

January 26, 2020

Parameter Free Clustering with Cluster Catch Digraphs (Technical Report). Communication-Efficient Integrative Regression in High-Dimensions. Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization. A Probabilistic framework for Quantum Clustering. Influence-aware Memory for Deep Reinforcement Learning. Generali …
Paper Group ANR 1412

Paper Group ANR 1412

January 26, 2020

A Research Platform for Multi-Robot Dialogue with Humans. Cognitive and motor compliance in intentional human-robot interaction. Hypothesis-based Belief Planning for Dexterous Grasping. Road Damage Detection Acquisition System based on Deep Neural Networks for Physical Asset Management. Dual Heuristic Dynamic Programing Control of Grid-Connected Sy …
Paper Group ANR 1413

Paper Group ANR 1413

January 26, 2020

Robust Deep Graph Based Learning for Binary Classification. Human Activity Recognition for Edge Devices. Learning Deterministic Policy with Target for Power Control in Wireless Networks. A Conditional Generative Model for Predicting Material Microstructures from Processing Methods. Unsupervised Generative 3D Shape Learning from Natural Images. Fuzz …
Paper Group ANR 1414

Paper Group ANR 1414

January 26, 2020

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. Local Score Dependent Model Explanation for Time Dependent Covariates. Learning Pixel Representations for Generic Segmentation. Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping. Automated 3D recovery from very high r …
Paper Group ANR 1415

Paper Group ANR 1415

January 26, 2020

A Study of BERT for Non-Factoid Question-Answering under Passage Length Constraints. Multi-modal Discriminative Model for Vision-and-Language Navigation. Mean-field inference methods for neural networks. AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving. Multi-hop Question Answering via Reasoning Chains. Diachronic Topics …
Paper Group ANR 1416

Paper Group ANR 1416

January 26, 2020

Learning Everywhere: A Taxonomy for the Integration of Machine Learning and Simulations. A Privacy Preserving Randomized Gossip Algorithm via Controlled Noise Insertion. SAIN: Self-Attentive Integration Network for Recommendation. Resilient Coverage: Exploring the Local-to-Global Trade-off. WeatherNet: Recognising weather and visual conditions from …
Paper Group ANR 1417

Paper Group ANR 1417

January 26, 2020

Impact of Inference Accelerators on hardware selection. Learning from Learning Machines: Optimisation, Rules, and Social Norms. Variational Metric Scaling for Metric-Based Meta-Learning. Leveraging Semi-Supervised Learning for Fairness using Neural Networks. Reliable Smart Road Signs. Reconnaissance and Planning algorithm for constrained MDP. An En …
Paper Group ANR 1418

Paper Group ANR 1418

January 26, 2020

Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. Humor Detection: A Transformer Gets the Last Laugh. A Drug Recommendation System (Dr.S) for cancer cell lines. Leveraging Auxiliary Text for Deep Recognition of Unseen Visual Relationships. DNN-based Speaker Embedding Using Subjective Inter-speaker Simil …