[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 691
January 29, 2020

Paper Group ANR 691

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems. Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making. Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances. Deep-learning PDEs with unlabe …

Paper Group ANR 692

Paper Group ANR 692

January 29, 2020

Talking with Robots: Opportunities and Challenges. Non-parametric Probabilistic Load Flow using Gaussian Process Learning. RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation. SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. Bounded Residual Gradient Networks (BReG-Net) for Facial A …
Paper Group ANR 693

Paper Group ANR 693

January 29, 2020

Optimal Sketching for Kronecker Product Regression and Low Rank Approximation. Better accuracy with quantified privacy: representations learned via reconstructive adversarial network. Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation. Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignmen …
Paper Group ANR 694

Paper Group ANR 694

January 29, 2020

Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity. Duet at TREC 2019 Deep Learning Track. Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications. Efficient Sample-based Neural Architecture Search with Learnable Predictor. Patch Refinement – Localized 3D Object Detection …
Paper Group ANR 695

Paper Group ANR 695

January 29, 2020

Meta Module Network for Compositional Visual Reasoning. Testing Self-Organizing Multiagent Systems. Distributed Learning with Compressed Gradient Differences. Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers. Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Ap …
Paper Group ANR 696

Paper Group ANR 696

January 29, 2020

Is Attention All What You Need? – An Empirical Investigation on Convolution-Based Active Memory and Self-Attention. Stochastic Recursive Variance-Reduced Cubic Regularization Methods. Overlapping Community Detection with Graph Neural Networks. Three dimensional blind image deconvolution for fluorescence microscopy using generative adversarial netw …
Paper Group ANR 697

Paper Group ANR 697

January 29, 2020

Addressing Ambiguity of Emotion Labels Through Meta-Learning. Efficient Approximate Inference with Walsh-Hadamard Variational Inference. Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits. Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction. Conditional Mutual Infor …
Paper Group ANR 698

Paper Group ANR 698

January 29, 2020

Singular Value Decomposition and Neural Networks. Synthetic QA Corpora Generation with Roundtrip Consistency. Simulation-based reinforcement learning for real-world autonomous driving. Learning to Train with Synthetic Humans. Alpha Discovery Neural Network based on Prior Knowledge. Automatic Differentiation for Adjoint Stencil Loops. A Segmentation …
Paper Group ANR 699

Paper Group ANR 699

January 29, 2020

On the Initialization of Long Short-Term Memory Networks. Fairness in Reinforcement Learning. Modified online Newton step based on element wise multiplication. Covering up bias in CelebA-like datasets with Markov blankets: A post-hoc cure for attribute prior avoidance. Deep Learning for Over-the-Air Non-Orthogonal Signal Classification. Learning pa …
Paper Group ANR 700

Paper Group ANR 700

January 29, 2020

Diversity Regularized Adversarial Learning. Analysis of overfitting in the regularized Cox model. Deep Learning for Power System Security Assessment. A security steganography scheme based on hdr image. PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation. A Probabilistic Representation of Deep Learning. Factored …
Paper Group ANR 701

Paper Group ANR 701

January 29, 2020

Learning Sparse Dynamical Systems from a Single Sample Trajectory. Properties of Laplacian Pyramids for Extension and Denoising. PIQA: Reasoning about Physical Commonsense in Natural Language. Generating Interactive Worlds with Text. Best Arm Identification in Generalized Linear Bandits. Can User-Centered Reinforcement Learning Allow a Robot to Att …
Paper Group ANR 702

Paper Group ANR 702

January 29, 2020

Similarity Measure Development for Case-Based Reasoning- A Data-driven Approach. Embedding time expressions for deep temporal ordering models. Deep Learning and Word Embeddings for Tweet Classification for Crisis Response. Reflections on “Incremental Cardinality Constraints for MaxSAT”. Everyone is a Cartoonist: Selfie Cartoonization with Attentive …
Paper Group ANR 703

Paper Group ANR 703

January 29, 2020

VICSOM: VIsual Clues from SOcial Media for psychological assessment. A Context-and-Spatial Aware Network for Multi-Person Pose Estimation. Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM. Exactly Sparse Gaussian Variational Inference with Application to Derivative-Free Batch Nonlinear State Estimation. KarNet: An Eff …
Paper Group ANR 704

Paper Group ANR 704

January 29, 2020

Online Forecasting of Total-Variation-bounded Sequences. BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies. Automated Multiclass Cardiac Volume Segmentation and Model Generation. Causal Simulations for Uplift Modelin …
Paper Group ANR 705

Paper Group ANR 705

January 29, 2020

Incorporating Priors with Feature Attribution on Text Classification. A Simple Recommender Engine for Matching Final-Year Project Student with Supervisor. Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting. Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy. Deep Latent Space Lea …
Paper Group ANR 706

Paper Group ANR 706

January 29, 2020

Constructing the Matrix Multilayer Perceptron and its Application to the VAE. Scalable Deep Unsupervised Clustering with Concrete GMVAEs. A Test Suite and Manual Evaluation of Document-Level NMT at WMT19. Teaching Responsible Data Science: Charting New Pedagogical Territory. Using Neural Networks for Relation Extraction from Biomedical Literature. …
Paper Group ANR 707

Paper Group ANR 707

January 29, 2020

Relational Action Forecasting. Cascaded Gaussian Processes for Data-efficient Robot Dynamics Learning. Coherent and Controllable Outfit Generation. Near-Convex Archetypal Analysis. Universal Pooling – A New Pooling Method for Convolutional Neural Networks. MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive. A comparative …
Paper Group ANR 708

Paper Group ANR 708

January 29, 2020

BCMA-ES II: revisiting Bayesian CMA-ES. A Quotient Space Formulation for Statistical Analysis of Graphical Data. Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment. A Study on Angular Based Embedding Learning for Text-independent Speaker Verification. Mask TextSpotter: An End-to-End Trainab …
Paper Group ANR 709

Paper Group ANR 709

January 29, 2020

Towards Characterizing Divergence in Deep Q-Learning. Automatic Evaluation of Local Topic Quality. MonoNet: Towards Interpretable Models by Learning Monotonic Features. Multi-Player Bandits: The Adversarial Case. Extension of Rough Set Based on Positive Transitive Relation. Unsupervised Automatic Building Extraction Using Active Contour Model on Un …
Paper Group ANR 710

Paper Group ANR 710

January 29, 2020

A Review, Framework and R toolkit for Exploring, Evaluating, and Comparing Visualizations. Multi-task Pairwise Neural Ranking for Hashtag Segmentation. In-domain representation learning for remote sensing. Visualization of AE’s Training on Credit Card Transactions with Persistent Homology. Unraveling the Veil of Subspace RIP Through Near-Isometry o …
Paper Group ANR 711

Paper Group ANR 711

January 29, 2020

How Sequence-to-Sequence Models Perceive Language Styles?. Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions. Soft edit distance for differentiable comparison of symbolic sequences. Subtractive Perceptrons for Learning Images: A Preliminary Report. Fast Training of Sparse Graph Neural Networks on Dense …
Paper Group ANR 712

Paper Group ANR 712

January 29, 2020

PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients. Explainable Deep Learning for Augmentation of sRNA Expression Profiles. Measure Contribution of Participants in Federated Learning. NESTA: Hamming Weight Compression-Based Neural Proc. Engine. Batch Uniformization for Minimizing Maximum Anomaly Score of DNN …
Paper Group ANR 713

Paper Group ANR 713

January 29, 2020

Factorized Multimodal Transformer for Multimodal Sequential Learning. Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery. TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning. ExperienceThinking: Hyperparameter Optimization with Budget …
Paper Group ANR 714

Paper Group ANR 714

January 29, 2020

SADIH: Semantic-Aware DIscrete Hashing. Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?. Subjectivity and complexity of facial attractiveness. VAT tax gap prediction: a 2-steps Gradient Boosting approach. Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective. Targ …
Paper Group ANR 715

Paper Group ANR 715

January 29, 2020

Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. Deep learning-based survival prediction for multiple cancer types using histopathology images. On Conditioning GANs to Hierarchical Ontologies. Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer. Data Samp …
Paper Group ANR 716

Paper Group ANR 716

January 29, 2020

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …
Paper Group ANR 717

Paper Group ANR 717

January 29, 2020

Sample Complexity of Kalman Filtering for Unknown Systems. Environmental drivers of systematicity and generalization in a situated agent. Multinomial Random Forest: Toward Consistency and Privacy-Preservation. Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. Parameter Optimization and Learning in a Spiking Neural Network for UAV …
Paper Group ANR 718

Paper Group ANR 718

January 29, 2020

Data-Efficient Mutual Information Neural Estimator. SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing. Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder. Multi-views Embedding for Cattle Re-identification. RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruc …