[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 68
January 31, 2020

Paper Group ANR 68

Data-driven approximation of the Koopman generator: Model reduction, system identification, and control. Multi-task Learning for Japanese Predicate Argument Structure Analysis. Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents. A Spectral Approach to Unsupervised Object Segmentation in Video. Argument Invention from F …

Paper Group ANR 69

Paper Group ANR 69

January 31, 2020

Convolutional Neural Networks for User Identificationbased on Motion Sensors Represented as Image. Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD. Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy. A Universally Optimal M …
Paper Group ANR 7

Paper Group ANR 7

January 31, 2020

Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization. Random Fourier Features via Fast Surrogate Leverage Weighted Sampling. Sparse optimal control of networks with multiplicative noise via policy gradient. Aggregation of pairwise comparisons with reduction of biases. From Language to Goals: Inverse Reinforcement Learning f …
Paper Group ANR 70

Paper Group ANR 70

January 31, 2020

Classifying the Valence of Autobiographical Memories from fMRI Data. Question Answering over Knowledge Graphs via Structural Query Patterns. Detection of Glottal Closure Instants from Speech Signals: a Quantitative Review. CharBot: A Simple and Effective Method for Evading DGA Classifiers. Deep kernel learning for integral measurements. Predicting …
Paper Group ANR 71

Paper Group ANR 71

January 31, 2020

How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Advocacy Learning: Learning through Competition and Class-Conditional Representations. Deep Non-Rigid Structure from Motion with Missing Data. RadioUNet: Fast Radio Map Estimation with Convolution …
Paper Group ANR 72

Paper Group ANR 72

January 31, 2020

Safety Guarantees for Planning Based on Iterative Gaussian Processes. Temporally Coherent General Dynamic Scene Reconstruction. The Pitfall of Evaluating Performance on Emerging AI Accelerators. A Dynamic Evolutionary Framework for Timeline Generation based on Distributed Representations. Disentangling neural mechanisms for perceptual grouping. Uns …
Paper Group ANR 73

Paper Group ANR 73

January 31, 2020

Automatic Differentiation for Complex Valued SVD. Big Data Analytics and AI in Mental Healthcare. An Upper Bound for Minimum True Matches in Graph Isomorphism with Simulated Annealing. Visual Query Answering by Entity-Attribute Graph Matching and Reasoning. Drug-drug interaction prediction based on co-medication patterns and graph matching. Computi …
Paper Group ANR 74

Paper Group ANR 74

January 31, 2020

Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian Networks (Extended Abstract). Sketch2code: Generating a website from a paper mockup. Learning for Multi-Type Subspace Clustering. Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. The State and Future of Genetic Improvement. Detection of Re …
Paper Group ANR 75

Paper Group ANR 75

January 31, 2020

Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. Bayesian Evidential Deep Learning with PAC Regularization. Anomaly Detection with Joint Representation Learning of Content and Connection. Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. 2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval C …
Paper Group ANR 76

Paper Group ANR 76

January 31, 2020

POIRot: A rotation invariant omni-directional pointnet. FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents. Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information. M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis. On the Self-Si …
Paper Group ANR 77

Paper Group ANR 77

January 31, 2020

Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions. Spatiotemporal Local Propagation. Siamese recurrent networks learn first-order logic reasoning and exhibit zero-shot compositional generalization. Gland Segmentation in Histopathological Images by Deep Neural Network. Scaling Limits of Wide Neural Networks …
Paper Group ANR 78

Paper Group ANR 78

January 31, 2020

Natural representation of composite data with replicated autoencoders. A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages. End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds. Adaptive and Azimuth-Aware Fusion Network of Multimodal Local Features for 3D Object Detection. …
Paper Group ANR 79

Paper Group ANR 79

January 31, 2020

Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. The Difficulty of Training Sparse Neural Networks. T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography. Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Maki …
Paper Group ANR 8

Paper Group ANR 8

January 31, 2020

On Deep Set Learning and the Choice of Aggregations. Selective metamorphosis for growth modelling with applications to landmarks. SocialNLP EmotionX 2019 Challenge Overview: Predicting Emotions in Spoken Dialogues and Chats. Learning Hierarchical Priors in VAEs. Missing Movie Synergistic Completion across Multiple Isomeric Online Movie Knowledge Li …
Paper Group ANR 80

Paper Group ANR 80

January 31, 2020

Agent Probing Interaction Policies. A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access. Learning Pose Estimation for UAV Autonomous Navigation andLanding Using Visual-Inertial Sensor Data. Binary matrix completion with nonconvex regularizers. Stochastic Bandits with Context Distributions. Cluster Developing 1-Bit M …
Paper Group ANR 81

Paper Group ANR 81

January 31, 2020

On the convex geometry of blind deconvolution and matrix completion. A Knowledge Transfer Framework for Differentially Private Sparse Learning. Scalable Semi-Supervised SVM via Triply Stochastic Gradients. Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science. Detecting A …
Paper Group ANR 82

Paper Group ANR 82

January 31, 2020

A new nonlocal forward model for diffuse optical tomography. Independence Promoted Graph Disentangled Networks. A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization. Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation. Transforming Complex Sentences into a …
Paper Group ANR 83

Paper Group ANR 83

January 31, 2020

Semantic Preserving Generative Adversarial Models. Transforming the output of GANs by fine-tuning them with features from different datasets. Object-centric Forward Modeling for Model Predictive Control. Learning To Characterize Adversarial Subspaces. Convergence of Multi-Agent Learning with a Finite Step Size in General-Sum Games. Differentially P …
Paper Group ANR 84

Paper Group ANR 84

January 31, 2020

Data-driven Discovery of Emergent Behaviors in Collective Dynamics. A New Expert Questioning Approach to More Efficient Fault Localization in Ontologies. A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients. RLTM: An Efficient Neural IR Framework for Long Documents. Reasoning About Human-Object Interactions Thro …
Paper Group ANR 85

Paper Group ANR 85

January 31, 2020

A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging. Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution. Two-Pass End-to-End Speech Recognition. Overlearning Reveals Sensitive Attributes. Cross-Attention End-to-End ASR for Two-Par …
Paper Group ANR 86

Paper Group ANR 86

January 31, 2020

AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation. Recent advances in conversational NLP : Towards the standardization of Chatbot building. Fairness risk measures. CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion. FastSurfer – A fast and accurate deep learning based neuroimaging pipeline. Lifelon …
Paper Group ANR 87

Paper Group ANR 87

January 31, 2020

Adaptive Period Embedding for Representing Oriented Objects in Aerial Images. Universal Adversarial Perturbations to Understand Robustness of Texture vs. Shape-biased Training. Automatic Intracranial Brain Segmentation from Computed Tomography Head Images. A study on the Interpretability of Neural Retrieval Models using DeepSHAP. Active Learning fo …
Paper Group ANR 88

Paper Group ANR 88

January 31, 2020

Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. Asymmetric Random Projections. Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors. Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat. Alleviation of Gradient Exploding in GANs: Fake Can Be Real. Non-Intrusi …
Paper Group ANR 89

Paper Group ANR 89

January 31, 2020

Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation. Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies. Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households. Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration. Transmission Ma …
Paper Group ANR 9

Paper Group ANR 9

January 31, 2020

Descriptive evaluation of students using fuzzy approximate reasoning. Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms. OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras. Towards Neural-Guided Program Synthesis for Linear Temporal Logic Specifications. SSA-CNN: Semantic Self-A …
Paper Group ANR 90

Paper Group ANR 90

January 31, 2020

Pre-Training Graph Neural Networks for Generic Structural Feature Extraction. Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks. Sketchforme: Composing Sketched Scenes from Text Descriptions for Interactive Applications. Steady-State Control and Machine Learning of Large-Scale Deformable Mirror Models. …
Paper Group ANR 91

Paper Group ANR 91

January 31, 2020

Multilingual ASR with Massive Data Augmentation. Composing Diverse Policies for Temporally Extended Tasks. An Introduction to Variational Autoencoders. A Joint Model for Multimodal Document Quality Assessment. A binary-activation, multi-level weight RNN and training algorithm for processing-in-memory inference with eNVM. TACAM: Topic And Context Aw …
Paper Group ANR 92

Paper Group ANR 92

January 31, 2020

Statistical Linear Models in Virus Genomic Alignment-free Classification: Application to Hepatitis C Viruses. Neural Generative Rhetorical Structure Parsing. Utility Analysis of Network Architectures for 3D Point Cloud Processing. A Robust Hybrid Approach for Textual Document Classification. Cross-Dataset Person Re-Identification via Unsupervised P …