[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 318
October 19, 2019

Paper Group ANR 318

Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks. Foresee: Attentive Future Projections of Chaotic Road Environments with Online Training. Connections between physics, mathematics and deep learning. Transfer Learning Using Classification Layer Features of CNN. AUNet: Attention-guided dense-up …

Paper Group ANR 319

Paper Group ANR 319

October 19, 2019

Finding dissimilar explanations in Bayesian networks: Complexity results. Modeling Word Emotion in Historical Language: Quantity Beats Supposed Stability in Seed Word Selection. Answer Set Programming Modulo `Space-Time’. KNPTC: Knowledge and Neural Machine Translation Powered Chinese Pinyin Typo Correction. Interpreting weight maps in terms of cog …
Paper Group ANR 320

Paper Group ANR 320

October 19, 2019

VirtualHome: Simulating Household Activities via Programs. Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning. Temporal Difference Learni …
Paper Group ANR 321

Paper Group ANR 321

October 19, 2019

Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning. SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks. Data-driven Localization and Estimation of Disturbance in the Interconnected Power System. Adaptivity for Regularized Kernel Methods by Lepskii’s Principle. CaloriNe …
Paper Group ANR 322

Paper Group ANR 322

October 19, 2019

Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip. Efficient active learning of sparse halfspaces. SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks. Using Neural Networks to Generate Information Maps for Mobile Sensors. Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expre …
Paper Group ANR 323

Paper Group ANR 323

October 19, 2019

Datalog: Bag Semantics via Set Semantics. Skin disease identification from dermoscopy images using deep convolutional neural network. Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction. Efficient Greedy Coordinate Descent for Composite Problems. A Survey of Deep Learning Techniques for Mobile Robot Applicati …
Paper Group ANR 324

Paper Group ANR 324

October 19, 2019

Soft Computing Techniques for Dependable Cyber-Physical Systems. Face Recognition from Sequential Sparse 3D Data via Deep Registration. Planning and Synthesis Under Assumptions. A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI. Conditional Infilling GANs for Data Augmentation in Mammogram Classification. Approximate Distribution …
Paper Group ANR 325

Paper Group ANR 325

October 19, 2019

An Incremental Path-Following Splitting Method for Linearly Constrained Nonconvex Nonsmooth Programs. Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network. Community Interaction and Conflict on the Web. An Exploratory Study of (#)Exercise in the Twittersphere. Cyber Anomaly Detection Using Graph-node Role-d …
Paper Group ANR 326

Paper Group ANR 326

October 19, 2019

From Same Photo: Cheating on Visual Kinship Challenges. Approximate Nearest Neighbor Search in High Dimensions. A Logarithmic Barrier Method For Proximal Policy Optimization. A Deep Learning Approach for Multimodal Deception Detection. Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. ActionXPose: A Novel 2D Multi-vie …
Paper Group ANR 327

Paper Group ANR 327

October 19, 2019

Challenges and Characteristics of Intelligent Autonomy for Internet of Battle Things in Highly Adversarial Environments. Preference-Guided Planning: An Active Elicitation Approach. A Distribution Similarity Based Regularizer for Learning Bayesian Networks. Hierarchical RNN for Information Extraction from Lawsuit Documents. Multiple Convolutional Ne …
Paper Group ANR 328

Paper Group ANR 328

October 19, 2019

Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection. Digital Watermarking for Deep Neural Networks. An investigation of a deep learning based malware detection system. Solving Weakly-Convex-Weakly-Concave Saddle-Point Problems as Successive Strongly Monotone Variational Inequalities. Static Malware Det …
Paper Group ANR 329

Paper Group ANR 329

October 19, 2019

Automatic Clustering of a Network Protocol with Weakly-Supervised Clustering. Adaptive Quantum State Tomography with Neural Networks. Neural Open Information Extraction. Using transfer learning to detect galaxy mergers. Addressing Training Bias via Automated Image Annotation. Noise-resistant Deep Learning for Object Classification in 3D Point Cloud …
Paper Group ANR 330

Paper Group ANR 330

October 19, 2019

On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo. MoE-SPNet: A Mixture-of-Experts Scene Parsing Network. Convolutional neural network compression for natural language processing. Robotics Rights and Ethics Rules. Benefits of over-parameterization with EM. Information-Weighted Neural Cache Language Models for ASR. Spatially Co …
Paper Group ANR 331

Paper Group ANR 331

October 19, 2019

AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks. Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion. A Novel ECOC Algorithm with Centroid Distance Based Soft Coding Scheme. Multi-View Network Embedding Via Graph Factorization Clustering and Co-Regular …
Paper Group ANR 332

Paper Group ANR 332

October 19, 2019

A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction. Clipping free attacks against artificial neural networks. Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection. Adaptive Monte-Carlo Optimization. Cardiopulmonary resuscitation quality parameters from motion capture …
Paper Group ANR 333

Paper Group ANR 333

October 19, 2019

Spatio-Temporal Instance Learning: Action Tubes from Class Supervision. Self Configuration in Machine Learning. Deep Choice Model Using Pointer Networks for Airline Itinerary Prediction. Training LSTM Networks with Resistive Cross-Point Devices. Selectivity or Invariance: Boundary-aware Salient Object Detection. Performance Analysis of Plug-and-Pla …
Paper Group ANR 334

Paper Group ANR 334

October 19, 2019

Image reconstruction through metamorphosis. Drug Recommendation toward Safe Polypharmacy. Knowledge Graph Completion to Predict Polypharmacy Side Effects. A Multi-Biometrics for Twins Identification Based Speech and Ear. Constructing Compact Brain Connectomes for Individual Fingerprinting. Evaluating Active Learning Heuristics for Sequential Diagno …
Paper Group ANR 335

Paper Group ANR 335

October 19, 2019

Saliency-Enhanced Robust Visual Tracking. Modelling local phase of images and textures with applications in phase denoising and phase retrieval. The Training of Neuromodels for Machine Comprehension of Text. Brain2Text Algorithm. Effective Occlusion Handling for Fast Correlation Filter-based Trackers. Dual Conditional Cross-Entropy Filtering of Noi …
Paper Group ANR 336

Paper Group ANR 336

October 19, 2019

Sparse Deep Neural Network Exact Solutions. Object Detection on Dynamic Occupancy Grid Maps Using Deep Learning and Automatic Label Generation. Diverse Exploration for Fast and Safe Policy Improvement. Automatic Classification of Object Code Using Machine Learning. A Proof of the Front-Door Adjustment Formula. Goal-oriented Dialogue Policy Learning …
Paper Group ANR 337

Paper Group ANR 337

October 19, 2019

Ramp-based Twin Support Vector Clustering. Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches. Why every GBDT speed benchmark is wrong. Implicit Policy for Reinforcement Learning. An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities. A Characterwise Windowed Approach to Hebrew M …
Paper Group ANR 338

Paper Group ANR 338

October 19, 2019

Problem-Adapted Artificial Intelligence for Online Network Optimization. TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation. A Missing Information Loss function for implicit feedback datasets. Non-rigid 3D Shape Registration using an Adaptive Template. Controllable Semantic Image Inpainting. Advances in Experience Replay. The …
Paper Group ANR 339

Paper Group ANR 339

October 19, 2019

X2Face: A network for controlling face generation by using images, audio, and pose codes. PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud. A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma. From Rank Estimation to Rank Approximation: Rank Residual Constraint for I …
Paper Group ANR 340

Paper Group ANR 340

October 19, 2019

Parametric Models for Mutual Kernel Matrix Completion. Automatic Derivation Of Formulas Using Reforcement Learning. Adaptive Denoising of Signals with Shift-Invariant Structure. Deep clustering of longitudinal data. From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. SJTU-NLP at SemEval-2018 Task 9: Neural Hyper …
Paper Group ANR 341

Paper Group ANR 341

October 19, 2019

A Neurobiologically Motivated Analysis of Distributional Semantic Models. Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data. Breast Cancer Diagnosis via Classification Algorithms. Representational efficiency outweighs action efficiency in human program induction. Visual Memory for Robust Path Following. Decision Support System fo …
Paper Group ANR 342

Paper Group ANR 342

October 19, 2019

Iterate averaging as regularization for stochastic gradient descent. Interest Point Detection based on Adaptive Ternary Coding. Hole Filling with Multiple Reference Views in DIBR View Synthesis. On the Implicit Bias of Dropout. An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics. Sound …
Paper Group ANR 343

Paper Group ANR 343

October 19, 2019

Model-based free-breathing cardiac MRI reconstruction using deep learned & STORM priors: MoDL-STORM. The steerable graph Laplacian and its application to filtering image data-sets. HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems. Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classificati …
Paper Group ANR 344

Paper Group ANR 344

October 19, 2019

Attention as a Perspective for Learning Tempo-invariant Audio Queries. Subsampling Sequential Monte Carlo for Static Bayesian Models. Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers. MBS: Macroblock Scaling for CNN Model Reduction. Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts. Mo …
Paper Group ANR 345

Paper Group ANR 345

October 19, 2019

An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images. Decoupled Learning for Factorial Marked Temporal Point Processes. Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models. Improving forecasting accuracy of time series data using a new ARIMA-ANN hybrid method and empirical mode d …