[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 271
January 30, 2020

Paper Group ANR 271

Deep 2FBSDEs For Systems With Control Multiplicative Noise. The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning. LS-SVR as a Bayesian RBF network. FortuneTeller: Predicting Microarchitectural Attacks via Unsupervised Deep Learning. Love Me, Love Me, Say (and Write!) that You Love Me: E …

Paper Group ANR 272

Paper Group ANR 272

January 30, 2020

Fitness Done Right: a Real-time Intelligent Personal Trainer for Exercise Correction. Distributed Synthesis of Surveillance Strategies for Mobile Sensors. Visualizing Topographic Independent Component Analysis with Movies. GRP Model for Sensorimotor Learning. On Multi-Armed Bandit Designs for Phase I Clinical Trials. Trees and Islands – Machine le …
Paper Group ANR 273

Paper Group ANR 273

January 30, 2020

Towards Practical Indoor Positioning Based on Massive MIMO Systems. Scene Recognition with Prototype-agnostic Scene Layout. Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records. Understanding and Improving Virtual Adversarial Training. Rare geome …
Paper Group ANR 274

Paper Group ANR 274

January 30, 2020

Extending and Automating Basic Probability Theory with Propositional Computability Logic. Array Codes with Local Properties. Smoothing Structured Decomposable Circuits. Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning. Scaling data-driven robotics with reward sketching and batch reinforcement learning. Sparse-GAN …
Paper Group ANR 275

Paper Group ANR 275

January 30, 2020

SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture. Technical notes: Syntax-aware Representation Learning With Pointer Networks. Automatic Model Building in GEFCom 2017 Qualifying Match. Quantum Observables for continuous control of the Quantum Approximate Optimization Algorithm via Reinf …
Paper Group ANR 276

Paper Group ANR 276

January 30, 2020

Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning. Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint. Streetify: Using Street View Imagery And Deep Learning For Urban Streets Developme …
Paper Group ANR 277

Paper Group ANR 277

January 30, 2020

A Priori Estimates of the Population Risk for Residual Networks. Dissecting Deep Neural Networks. Quality-aware skill translation models for expert finding on StackOverflow. Quels corpus d’entraînement pour l’expansion de requêtes par plongement de mots : application à la recherche de microblogs culturels. Short Text Classification Improved by Feat …
Paper Group ANR 278

Paper Group ANR 278

January 30, 2020

Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features. Conditionally-additive-noise Models for Structure Learning. Regularized Hierarchical Policies for Compositional Transfer in Robotics. Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms. Data-driven model reduc …
Paper Group ANR 279

Paper Group ANR 279

January 30, 2020

An Automated Spectral Clustering for Multi-scale Data. PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis. Group Average Treatment Effects for Observational Studies. A Note On The Popularity of Stochastic Optimization Algorithms in Different Fields: A Quantitative Analysis from 2007 to 2017. Deep Lea …
Paper Group ANR 280

Paper Group ANR 280

January 30, 2020

A Benchmark on Tricks for Large-scale Image Retrieval. Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery. What Question Answering can Learn from Trivia Nerds. Support and Invertibility in Domain-Invariant Representations. Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems. Hybri …
Paper Group ANR 281

Paper Group ANR 281

January 30, 2020

Exploring AI Futures Through Role Play. Discriminating Original Region from Duplicated One in Copy-Move Forgery. Discourse Behavior of Older Adults Interacting With a Dialogue Agent Competent in Multiple Topics. Bridging Disentanglement with Independence and Conditional Independence via Mutual Information for Representation Learning. An Inception I …
Paper Group ANR 282

Paper Group ANR 282

January 30, 2020

Fitting ReLUs via SGD and Quantized SGD. Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions. Switchable Normalization for Learning-to-Normalize Deep Representation. Meta Learning for Task-Driven Video Summarization. Are deep ResNets provably better than linear predictors?. Reference Network for Neural …
Paper Group ANR 283

Paper Group ANR 283

January 30, 2020

Risk-Averse Planning Under Uncertainty. Deep-learning estimation of band gap with the reading-periodic-table method and periodic convolution layer. Deep learning as optimal control problems: models and numerical methods. Early Action Prediction with Generative Adversarial Networks. Inner-product Kernels are Asymptotically Equivalent to Binary Discr …
Paper Group ANR 284

Paper Group ANR 284

January 30, 2020

Architectural Tricks for Deep Learning in Remote Photoplethysmography. Semantically Driven Auto-completion. Infant Mortality Prediction using Birth Certificate Data. Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification. Deep Plug-and-Play Prior for Parallel MRI Reconstruction. Improved Reinforcement Learning th …
Paper Group ANR 285

Paper Group ANR 285

January 30, 2020

A Gated Self-attention Memory Network for Answer Selection. Convergence Rates for Gaussian Mixtures of Experts. Semantic categories of artifacts and animals reflect efficient coding. AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. Boosted Attention: Leveraging Human Attent …
Paper Group ANR 286

Paper Group ANR 286

January 30, 2020

ODN: Opening the Deep Network for Open-set Action Recognition. Towards Corner Case Detection for Autonomous Driving. Perils of Zero-Interaction Security in the Internet of Things. Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. Peer-to-peer Federated Learning on Graphs. Evaluating Text-to-Image Matching …
Paper Group ANR 287

Paper Group ANR 287

January 30, 2020

THUEE system description for NIST 2019 SRE CTS Challenge. Certifiable Robustness to Graph Perturbations. Evolving Neural Networks in Reinforcement Learning by means of UMDAc. Practical applicability of deep neural networks for overlapping speaker separation. Auditory Separation of a Conversation from Background via Attentional Gating. Optimal query …
Paper Group ANR 288

Paper Group ANR 288

January 30, 2020

Machine Learning at the Network Edge: A Survey. Learning and Planning in Feature Deception Games. 3D Hand Shape and Pose Estimation from a Single RGB Image. V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control. Rk-means: Fast Clustering for Relational Data. Lessons from Building Acoustic Models with a Millio …
Paper Group ANR 289

Paper Group ANR 289

January 30, 2020

Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. Improvement of the Izhikevich model based on the rat basolateral amygdala and hippocampus neurons, and recognition of their possible firing patterns. Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. Foundations of …
Paper Group ANR 290

Paper Group ANR 290

January 30, 2020

Incremental Online Spoken Language Understanding. Iterative Delexicalization for Improved Spoken Language Understanding. A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification. A Taxonomy of Channel Pruning Signals in CNNs. Energy-Aware Analog Aggregation for Federated Learning with Redundant Data. LivDet in Action - Fi …
Paper Group ANR 291

Paper Group ANR 291

January 30, 2020

Few-Shot and Zero-Shot Learning for Historical Text Normalization. Multi-Task Learning for Coherence Modeling. 5D Light Field Synthesis from a Monocular Video. Time-Varying Interaction Estimation Using Ensemble Methods. Multitask Learning for Blackmarket Tweet Detection. Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers. …
Paper Group ANR 292

Paper Group ANR 292

January 30, 2020

Iterative Dual Domain Adaptation for Neural Machine Translation. Learning Semantic Vector Representations of Source Code via a Siamese Neural Network. Policy Targeting under Network Interference. Phase-based Minimalist Parsing and complexity in non-local dependencies. Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Networ …
Paper Group ANR 293

Paper Group ANR 293

January 30, 2020

Learning partially ranked data based on graph regularization. Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies. Efficient two step optimization for large embedded deformation graph based SLAM. Joint Segmentation and Path Classification of Curvilinear Structures. Confidence Regions in Wasserstein Distributionally …
Paper Group ANR 294

Paper Group ANR 294

January 30, 2020

Soft Triangles for Expert Aggregation. Assessing the Robustness of Bayesian Dark Knowledge to Posterior Uncertainty. Multi-scale deep neural networks for real image super-resolution. Vertex Nomination, Consistent Estimation, and Adversarial Modification. Topic Modeling the Reading and Writing Behavior of Information Foragers. Prostate Cancer Detect …
Paper Group ANR 295

Paper Group ANR 295

January 30, 2020

Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays. Logistic principal component analysis via non-convex singular value thresholding. DaTscan SPECT Image Classification for Parkinson’s Disease. SRG: Snippet Relatedness-based Temporal Action Proposal Generator. Anomaly Detection in Traffic Scenes via Spatial- …
Paper Group ANR 296

Paper Group ANR 296

January 30, 2020

Distortion and Faults in Machine Learning Software. Differential Privacy for Power Grid Obfuscation. Deep Learning Based Computed Tomography Whys and Wherefores. Limitations of routing-by-agreement based capsule networks. Feature-Based Q-Learning for Two-Player Stochastic Games. Image Reconstruction: From Sparsity to Data-adaptive Methods and Machi …
Paper Group ANR 297

Paper Group ANR 297

January 30, 2020

A Framework for Evaluating Agricultural Ontologies. Equations Derivation of VINS-Mono. Hyperlink Regression via Bregman Divergence. Identifying Adversarial Sentences by Analyzing Text Complexity. Pólygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models. Predicting Louisiana Public High School …
Paper Group ANR 298

Paper Group ANR 298

January 30, 2020

Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation. Curvature: A signature for Action Recognition in Video Sequences. Deep Compressed Sensing. Learning robust visual representations using data augmentation invariance. Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accu …