[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 357
July 28, 2019

Paper Group ANR 357

Stochastic Neighbor Embedding separates well-separated clusters. Exemplar-Centered Supervised Shallow Parametric Data Embedding. Interpretation of Mammogram and Chest X-Ray Reports Using Deep Neural Networks - Preliminary Results. From Modal to Multimodal Ambiguities: a Classification Approach. 2D-3D Fully Convolutional Neural Networks for Cardiac …

Paper Group ANR 358

Paper Group ANR 358

July 28, 2019

Qualitative Assessment of Recurrent Human Motion. Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. A rule based algorithm for detecting negative words in Persian. Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems. Applying the Wizard-of-Oz Technique to Multimodal Human-Robot Dialogue. Robust …
Paper Group ANR 359

Paper Group ANR 359

July 28, 2019

Electricity Theft Detection using Machine Learning. Tackling Dynamic Vehicle Routing Problem with Time Windows by means of Ant Colony System. A Deep Generative Framework for Paraphrase Generation. Enhancing workflow-nets with data for trace completion. Distributed Dual Coordinate Ascent in General Tree Networks and Its Application in Federated Lear …
Paper Group ANR 360

Paper Group ANR 360

July 28, 2019

High Dimensional Structured Superposition Models. Multi Resolution LSTM For Long Term Prediction In Neural Activity Video. Profiling of OCR’ed Historical Texts Revisited. What caused what? A quantitative account of actual causation using dynamical causal networks. Evaluating Ising Processing Units with Integer Programming. Dr.VAE: Drug Response Var …
Paper Group ANR 361

Paper Group ANR 361

July 28, 2019

High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference. Detecting Off-topic Responses to Visual Prompts. Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. How deep learning works –The geometry of deep learning. Supervised Typing of Big Graphs using Semanti …
Paper Group ANR 362

Paper Group ANR 362

July 28, 2019

Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes. Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation. Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer’s Disease. Resurrecting the sigmoid in deep learning through dynami …
Paper Group ANR 363

Paper Group ANR 363

July 28, 2019

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection. Exact tensor completion with sum-of-squares. Guided Co-training for Large-Scale Multi-View Spectral Clustering. Deep Learning Interior Tomography for Region-of-Interest Reconstruction. Constraints, Lazy Constraints, or Propagators in ASP Solving: An Empirica …
Paper Group ANR 364

Paper Group ANR 364

July 28, 2019

Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service. Community Recovery in Hypergraphs. Deep learning evaluation using deep linguistic processing. Smartphone App Usage Prediction Using Points of Interest. One Representation per Word - Does it make Sense for Composition?. Jointly Trained Sequent …
Paper Group ANR 365

Paper Group ANR 365

July 28, 2019

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. Task-driven Visual Saliency and Attention-based Visual Question Answering. An Integrated Approach to Crowd Video Analysis: From Tracking to Multi-level Activity Recognition. Efficient Diverse Ensemble for Discriminative Co-Tracking. M2D: Monolog to Di …
Paper Group ANR 366

Paper Group ANR 366

July 28, 2019

Light Cascaded Convolutional Neural Networks for Accurate Player Detection. Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing. Clustering Patients with Tensor Decomposition. Performance Prediction and Optimization of Solar Water Heater via a Knowledge-Based Machine Learning Method. Provable Alternating Gradient Descent for …
Paper Group ANR 367

Paper Group ANR 367

July 28, 2019

Knowledge distillation using unlabeled mismatched images. Learning Phrase Embeddings from Paraphrases with GRUs. Learning General Latent-Variable Graphical Models with Predictive Belief Propagation. Neuron-level Selective Context Aggregation for Scene Segmentation. Towards understanding feedback from supermassive black holes using convolutional neu …
Paper Group ANR 368

Paper Group ANR 368

July 28, 2019

Probabilistic Generative Adversarial Networks. On the EM-Tau algorithm: a new EM-style algorithm with partial E-steps. A Frequency Domain Neural Network for Fast Image Super-resolution. CREST: Convolutional Residual Learning for Visual Tracking. SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours. 3D Shape Classific …
Paper Group ANR 369

Paper Group ANR 369

July 28, 2019

Faster Reinforcement Learning Using Active Simulators. Statistical evaluation of visual quality metrics for image denoising. Optimization on Product Submanifolds of Convolution Kernels. Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks. Opinion Mining on Non-English Short Text. A Deep Network Model for Paraphras …
Paper Group ANR 370

Paper Group ANR 370

July 28, 2019

Strongly-Typed Agents are Guaranteed to Interact Safely. Correction of “Cloud Removal By Fusing Multi-Source and Multi-Temporal Images”. Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness. First-spike based visual categorization using reward-modulated STDP. Shape-Color Differential …
Paper Group ANR 371

Paper Group ANR 371

July 28, 2019

Graph Fourier Transform with Negative Edges for Depth Image Coding. Semi-Supervised Learning via New Deep Network Inversion. Image to Image Translation for Domain Adaptation. Memory Matching Networks for Genomic Sequence Classification. Interactive Natural Language Acquisition in a Multi-modal Recurrent Neural Architecture. Neural Program Meta-Indu …
Paper Group ANR 372

Paper Group ANR 372

July 28, 2019

Optimisation of photometric stereo methods by non-convex variational minimisation. How hard is it to cross the room? – Training (Recurrent) Neural Networks to steer a UAV. Entropy, neutro-entropy and anti-entropy for neutrosophic information. Cross-lingual Distillation for Text Classification. Inception Score, Label Smoothing, Gradient Vanishing a …
Paper Group ANR 373

Paper Group ANR 373

July 28, 2019

Ranking Based Locality Sensitive Hashing Enabled Cancelable Biometrics: Index-of-Max Hashing. Improving Deep Learning using Generic Data Augmentation. A GRU-based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition. Characterizing and Improving Stability in Neural Style Transfer. Automatic Summarizatio …
Paper Group ANR 374

Paper Group ANR 374

July 28, 2019

Networked Fairness in Cake Cutting. Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. Adversarial Symmetric Variational Autoencoder. Machine Learning Approaches to Energy Consumption Forecasting in Households. MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval. Simple to Complex Cross-modal Learning to R …
Paper Group ANR 375

Paper Group ANR 375

July 28, 2019

Robust Object Tracking Based on Self-adaptive Search Area. Multi-View Task-Driven Recognition in Visual Sensor Networks. Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection. It Takes Two to Tango: Towards Theory of AI’s Mind. Submodular Mini-Batch Training in Generative Moment Matching Networks. On …
Paper Group ANR 376

Paper Group ANR 376

July 28, 2019

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss. Understanding and Predicting The Attractiveness of Human Action Shot. Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective. Automatic Disambiguation of French Discourse Connectives. UTS submission to Google YouTube-8M Challenge …
Paper Group ANR 377

Paper Group ANR 377

July 28, 2019

Meta-Learning MCMC Proposals. A Supervised STDP-based Training Algorithm for Living Neural Networks. Single-pixel imaging with Morlet wavelet correlated random patterns. A generalized multivariate Student-t mixture model for Bayesian classification and clustering of radar waveforms. Post-hoc labeling of arbitrary EEG recordings for data-efficient e …
Paper Group ANR 378

Paper Group ANR 378

July 28, 2019

Learning Network Structures from Contagion. Revisiting Activation Regularization for Language RNNs. Distral: Robust Multitask Reinforcement Learning. Concurrent Pump Scheduling and Storage Level Optimization Using Meta-Models and Evolutionary Algorithms. Open Loop Hyperparameter Optimization and Determinantal Point Processes. Representation Learnin …
Paper Group ANR 379

Paper Group ANR 379

July 28, 2019

Budget-Constrained Multi-Armed Bandits with Multiple Plays. Unsupervised Learning of Long-Term Motion Dynamics for Videos. Learning an Executable Neural Semantic Parser. Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem. Introduction to Formal Concept Analysis and Its Applications in Information Retrieva …
Paper Group ANR 380

Paper Group ANR 380

July 28, 2019

What do we need to build explainable AI systems for the medical domain?. Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing. Deriving Probability Density Functions from Probabilistic Functional Programs. An Ontological Architecture for Orbital Debris Data. Audio Scene Classification with Deep Recurrent Neural Networks. Web Robot D …
Paper Group ANR 381

Paper Group ANR 381

July 28, 2019

Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation. A Simple LSTM model for Transition-based Dependency Parsing. Encoding Multi-Resolution Brain Networks Using Unsupervised Deep Learning. An Empirical Study of the Effects of Spurious Transitions on Abstraction-based Heuristics. An Adaptive Fuzzy-Based …
Paper Group ANR 382

Paper Group ANR 382

July 28, 2019

Hand Gesture Recognition with Leap Motion. Driver Action Prediction Using Deep (Bidirectional) Recurrent Neural Network. Learning detectors of malicious web requests for intrusion detection in network traffic. Artificial Intelligence as Structural Estimation: Economic Interpretations of Deep Blue, Bonanza, and AlphaGo. Content-based similar documen …
Paper Group ANR 383

Paper Group ANR 383

July 28, 2019

Perishability of Data: Dynamic Pricing under Varying-Coefficient Models. A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering. Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent. Geometry of Factored Nuclear Norm Regularization. On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse …
Paper Group ANR 384

Paper Group ANR 384

July 28, 2019

End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient. Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design?. Pillar Networks++: Distributed non-parametric deep and wide networks. Coalescent-based species tree estimation: a stochastic Farris transform. Independent Motion Detection with Event-dri …