[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 607
January 29, 2020

Paper Group ANR 607

Of Cores: A Partial-Exploration Framework for Markov Decision Processes. Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach. Attenuating Random Noise in Seismic Data by a Deep Learning Approach. Machine Learning Kernel Method from a Quantum Generative Model. Sequence-to-Sequence Natural Language to Humanoid Robot Sig …

Paper Group ANR 608

Paper Group ANR 608

January 29, 2020

Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data. Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering. Model Slicing for Supporting Complex Analytics with El …
Paper Group ANR 609

Paper Group ANR 609

January 29, 2020

You Write Like You Eat: Stylistic variation as a predictor of social stratification. Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model. Motion Segmentation Using Locally Affine Atom Voting. AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor. Voice Search and Typed Search Performance Comparison …
Paper Group ANR 610

Paper Group ANR 610

January 29, 2020

Effective and Efficient Indexing in Cross-Modal Hashing-Based Datasets. Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery with Deep Feature Maps. Convolutional Neural Network-based Speech Enhancement for Cochlear Implant Recipients. The Second DIHARD Diarization Challenge: Dataset, task, and baselines. Some Considerations and a Be …
Paper Group ANR 611

Paper Group ANR 611

January 29, 2020

A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders. The impact of patient clinical information on automated skin cancer detection. Curiosity-Driven Recommendation Strategy for Adaptive Learning via Deep Reinforcement Learning. GAMMA: A General Agent Motion Prediction Model for Auto …
Paper Group ANR 612

Paper Group ANR 612

January 29, 2020

TimeCaps: Learning From Time Series Data with Capsule Networks. Analyzing Utility of Visual Context in Multimodal Speech Recognition Under Noisy Conditions. Weak Supervision Enhanced Generative Network for Question Generation. Deceptive Reinforcement Learning Under Adversarial Manipulations on Cost Signals. Detecting Radical Text over Online Media …
Paper Group ANR 613

Paper Group ANR 613

January 29, 2020

Automatic Analysis of Sewer Pipes Based on Unrolled Monocular Fisheye Images. Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. Evolution of Ant Colony Optimization Algorithm – A Brief Literatu …
Paper Group ANR 614

Paper Group ANR 614

January 29, 2020

Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses. Blind Denoising Autoencoder. DynamoNet: Dynamic Action and Motion Network. Automatic Model Selection for Neural Networks. Twitter Sentiment Analysis using Distributed Word and Sentence Representation. Social Attention for Autonomous Decision-Making in Dense Traffic. Top …
Paper Group ANR 615

Paper Group ANR 615

January 29, 2020

Fetal Head and Abdomen Measurement Using Convolutional Neural Network, Hough Transform, and Difference of Gaussian Revolved along Elliptical Path (Dogell) Algorithm. What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge. Scaling in Words on Twitter. See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through …
Paper Group ANR 616

Paper Group ANR 616

January 29, 2020

Generation of Policy-Level Explanations for Reinforcement Learning. TCT: A Cross-supervised Learning Method for Multimodal Sequence Representation. A Stochastic LBFGS Algorithm for Radio Interferometric Calibration. Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information. Probabilistic Permuta …
Paper Group ANR 617

Paper Group ANR 617

January 29, 2020

Pose estimation and bin picking for deformable products. Salient Slices: Improved Neural Network Training and Performance with Image Entropy. Cascaded Revision Network for Novel Object Captioning. Data Valuation using Reinforcement Learning. Global Optimality Guarantees For Policy Gradient Methods. Motion Generation Considering Situation with Condi …
Paper Group ANR 618

Paper Group ANR 618

January 29, 2020

Spectral Overlap and a Comparison of Parameter-Free, Dimensionality Reduction Quality Metrics. Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation. A data-driven approach for multiscale elliptic PDEs with random coefficients based on intrinsic dimension reduction. Graph Data on the Web: extend the pivot, don’t reinvent …
Paper Group ANR 619

Paper Group ANR 619

January 29, 2020

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. VizWiz Dataset Browser: A Tool for Visualizing Machine Learning Datasets. Robust Zero-Shot Cross-Domain Slot Filling with Example Values. Structural Material Property Tailoring Using Deep Neural Networks. A machine learning approach for underwater gas leakage detection. The Min …
Paper Group ANR 620

Paper Group ANR 620

January 29, 2020

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images. Debiasing Personal Identities in Toxicity Classification. Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems. Stochastic dynamical modeling of turbulent flows. Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real. Continual Rei …
Paper Group ANR 621

Paper Group ANR 621

January 29, 2020

Extended Answer and Uncertainty Aware Neural Question Generation. Multivariate Forecasting Evaluation: On Sensitive and Strictly Proper Scoring Rules. “Tom” pet robot applied to urban autism. Semantic Segmentation of Video Sequences with Convolutional LSTMs. Deep Neural Network Approximation Theory. Lower Bounds for Non-Convex Stochastic Optimizati …
Paper Group ANR 622

Paper Group ANR 622

January 29, 2020

Two-Stream FCNs to Balance Content and Style for Style Transfer. Data Augmentation for Deep Transfer Learning. Continuous Value Iteration (CVI) Reinforcement Learning and Imaginary Experience Replay (IER) for learning multi-goal, continuous action and state space controllers. Pitch-Synchronous Single Frequency Filtering Spectrogram for Speech Emoti …
Paper Group ANR 623

Paper Group ANR 623

January 29, 2020

Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators. Switching Linear Dynamics for Variational Bayes Filtering. Cross-Resolution Learning for Face Recognition. Coupled-Projection Residual Network for MRI Super-Resolution. Fast and Robust Rank Aggregation against Model Misspecification. Context-Constrained Accurate Co …
Paper Group ANR 624

Paper Group ANR 624

January 29, 2020

End-to-End Conditional GAN-based Architectures for Image Colourisation. Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning. Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback. Sample size calculations for the experimental comparison of multiple algorithms on …
Paper Group ANR 625

Paper Group ANR 625

January 29, 2020

Multi-View Features and Hybrid Reward Strategies for Vatex Video Captioning Challenge 2019. HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking. Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation. Imperial College London Submission to VATEX Video Captioning Task. Integrating …
Paper Group ANR 626

Paper Group ANR 626

January 29, 2020

Jointly optimal dereverberation and beamforming. Component-Wise Boosting of Targets for Multi-Output Prediction. On the Convergence of Model Free Learning in Mean Field Games. Condition monitoring and early diagnostics methodologies for hydropower plants. WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. A …
Paper Group ANR 627

Paper Group ANR 627

January 29, 2020

ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension. Nearly-Unsupervised Hashcode Representations for Relation Extraction. Experimenting with Constraint Programming on GPU. Solving a Flowshop Scheduling Problem with Answer Set Programming: Exploiting the Problem to Reduce the Number of Combinations. Imitatio …
Paper Group ANR 628

Paper Group ANR 628

January 29, 2020

Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning. Shooting Labels: 3D Semantic Labeling by Virtual Reality. Constant Curvature Graph Convolutional Networks. ResNetX: a more disordered and deeper network architecture. Improving Node Classification by Co-training Node Pair Classification: A No …
Paper Group ANR 629

Paper Group ANR 629

January 29, 2020

Fast Non-Parametric Learning to Accelerate Mixed-Integer Programming for Online Hybrid Model Predictive Control. ERASER: A Benchmark to Evaluate Rationalized NLP Models. Automatic Acrostic Couplet Generation with Three-Stage Neural Network Pipelines. Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery. Efficient Sem …
Paper Group ANR 630

Paper Group ANR 630

January 29, 2020

Redirection Controller Using Reinforcement Learning. Robust Learning-based Predictive Control for Constrained Nonlinear Systems. Polynomial-time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation (Technical Report). Supervized Segmentation with Graph-Structured Deep Metric Learning. A Many Objective Optimization Appr …
Paper Group ANR 631

Paper Group ANR 631

January 29, 2020

Survey of Dropout Methods for Deep Neural Networks. Deep learning for image segmentation-a short survey. Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data. N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Info …
Paper Group ANR 632

Paper Group ANR 632

January 29, 2020

End-to-End Trainable Non-Collaborative Dialog System. Soccer Team Vectors. Adversarial Pixel-Level Generation of Semantic Images. Identifying Pediatric Vascular Anomalies With Deep Learning. Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback. Multi-scale Octave Convolutions for Robust Speech Recognition. Why do These Match? …
Paper Group ANR 633

Paper Group ANR 633

January 29, 2020

Zero Shot Learning for Multi-Modal Real Time Image Registration. Evaluation of Multidisciplinary Effects of Artificial Intelligence with Optimization Perspective. DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning. Geometry of Deep Generative Models for Disentangled Representations. Towards Computing Infere …
Paper Group ANR 634

Paper Group ANR 634

January 29, 2020

Scalable Exact Inference in Multi-Output Gaussian Processes. Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles. Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants. High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes. Robust Prediction when Features are Missing. Multi-Objec …