[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 402
October 19, 2019

Paper Group ANR 402

Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. The effect of the choice of neural network depth and breadth on the size of its hypothesis space. Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization. Unsupervised Part-of-Speech Induction. PeSOA: Pe …

Paper Group ANR 403

Paper Group ANR 403

October 19, 2019

Solving Tree Problems with Category Theory. Expectation Propagation for Approximate Inference: Free Probability Framework. Effective Parallelisation for Machine Learning. A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment. Multimodal Deep Domain Adaptation. On an Imm …
Paper Group ANR 404

Paper Group ANR 404

October 19, 2019

A Systematic Review of Automated Grammar Checking in English Language. A Framework for Implementing Machine Learning on Omics Data. Computational Analysis of Insurance Complaints: GEICO Case Study. Application of Grey Numbers to Assessment Processes. Solving the Course-timetabling Problem of Cairo University Using Max-SAT. Transferring Deep Reinfor …
Paper Group ANR 405

Paper Group ANR 405

October 19, 2019

Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts. Adversarial Training for Probabilistic Spiking Neural Networks. DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning. Speaker-independent raw waveform model for glottal excitat …
Paper Group ANR 406

Paper Group ANR 406

October 19, 2019

Artificial Intelligence and its Role in Near Future. Studying the Difference Between Natural and Programming Language Corpora. Scalable language model adaptation for spoken dialogue systems. Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice. Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric …
Paper Group ANR 407

Paper Group ANR 407

October 19, 2019

Learning Kolmogorov Models for Binary Random Variables. A review of possible effects of cognitive biases on interpretation of rule-based machine learning models. Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting. Who framed Roger Reindeer? De-censorship of Facebook posts by snippet classification. A Unified Approxim …
Paper Group ANR 408

Paper Group ANR 408

October 19, 2019

Text to Image Synthesis Using Generative Adversarial Networks. L2-Nonexpansive Neural Networks. Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. Treating Keywords as Outliers: A Keyphrase Extraction Approach. Gradient Descent Provably Optimizes Over-parameteri …
Paper Group ANR 409

Paper Group ANR 409

October 19, 2019

Divergence-Free Shape Interpolation and Correspondence. Style and Content Disentanglement in Generative Adversarial Networks. Quantum-inspired sublinear classical algorithms for solving low-rank linear systems. Sharp worst-case evaluation complexity bounds for arbitrary-order nonconvex optimization with inexpensive constraints. Learning-induced cat …
Paper Group ANR 410

Paper Group ANR 410

October 18, 2019

Can VAEs Generate Novel Examples?. Towards end-to-end spoken language understanding. Fine Tuning Method by using Knowledge Acquisition from Deep Belief Network. Adaptive Sensing for Learning Nonstationary Environment Models. Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation. Preparing Bengali-Eng …
Paper Group ANR 411

Paper Group ANR 411

October 18, 2019

Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian. Data Association with Gaussian Processes. Fault Tolerance in Iterative-Convergent Machine Learning. Direct Uncertainty Prediction for Medical Second Opinions. Minimum spanning tree release under differential privacy constraints. Breast Tumor Segmentation and Shape Class …
Paper Group ANR 412

Paper Group ANR 412

October 18, 2019

Resampled Priors for Variational Autoencoders. Doing the impossible: Why neural networks can be trained at all. Feature Analysis for Assessing the Quality of Wikipedia Articles through Supervised Classification. Extraction Of Technical Information From Normative Documents Using Automated Methods Based On Ontologies : Application To The Iso 15531 Ma …
Paper Group ANR 413

Paper Group ANR 413

October 18, 2019

Generalizing semi-supervised generative adversarial networks to regression using feature contrasting. Adaptive Cost-sensitive Online Classification. A Stochastic Decoder for Neural Machine Translation. Negative Momentum for Improved Game Dynamics. Knowledge Compilation in Multi-Agent Epistemic Logics. Person re-identification with fusion of hand-cr …
Paper Group ANR 414

Paper Group ANR 414

October 18, 2019

Differentiable Submodular Maximization. Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features. Risk and parameter convergence of logistic regression. Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue. Hand Gesture Detection and Conversion to Speech and Text. …
Paper Group ANR 415

Paper Group ANR 415

October 18, 2019

Does Haze Removal Help CNN-based Image Classification?. Efficient Subpixel Refinement with Symbolic Linear Predictors. Meta Multi-Task Learning for Sequence Modeling. Saccadic Predictive Vision Model with a Fovea. Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews. A classification point-of-view a …
Paper Group ANR 416

Paper Group ANR 416

October 18, 2019

Pieces of Eight: 8-bit Neural Machine Translation. In situ TensorView: In situ Visualization of Convolutional Neural Networks. Semi-Metrification of the Dynamic Time Warping Distance. Representation Learning by Reconstructing Neighborhoods. Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks. Deep Stereo Matching with Expl …
Paper Group ANR 417

Paper Group ANR 417

October 18, 2019

Streaming Network Embedding through Local Actions. VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry. Generalization and Expressivity for Deep Nets. Long-term Visual Localization using Semantically Segmented Images. Orthogonal Policy Gradient and Autonomous Driving Application. Robustness Meets Deep Learning: An End-t …
Paper Group ANR 418

Paper Group ANR 418

October 18, 2019

Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN. Machine Learning for Public Administration Research, with Application to Organizational Reputation. Subspace Embedding and Linear Regression with Orlicz Norm. SurReal: enhancing Surgical simulation Realism using style transfer. A punishment voting algorithm based on super …
Paper Group ANR 419

Paper Group ANR 419

October 18, 2019

Cats or CAT scans: transfer learning from natural or medical image source datasets?. Learning Noise-Invariant Representations for Robust Speech Recognition. Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging. On the Diachronic Stability of Irregularity in Inflectional Morph …
Paper Group ANR 420

Paper Group ANR 420

October 18, 2019

Deep Trustworthy Knowledge Tracing. How do Convolutional Neural Networks Learn Design?. Stochastic (Approximate) Proximal Point Methods: Convergence, Optimality, and Adaptivity. Data Augmentation of Railway Images for Track Inspection. Deep Smoke Segmentation. Unsupervised Post-processing of Word Vectors via Conceptor Negation. Solving Fourier ptyc …
Paper Group ANR 421

Paper Group ANR 421

October 18, 2019

Interactive Cognitive Assessment Tools: A Case Study on Digital Pens for the Clinical Assessment of Dementia. Automated Fact Checking: Task formulations, methods and future directions. Causal Inference by String Diagram Surgery. Estimating Causal Effects With Partial Covariates For Clinical Interpretability. Non-asymptotic bounds for sampling algor …
Paper Group ANR 422

Paper Group ANR 422

October 18, 2019

Learning Sparse Wavelet Representations. Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation. A Fast Hierarchically Preconditioned Eigensolver Based On Multiresolution Matrix Decomposition. Tetris: Re-architecting Convolutional Neural Network Computation for Machine Learning Accelerators. Automatic Classifiers as Scientific Ins …
Paper Group ANR 423

Paper Group ANR 423

October 18, 2019

Towards one-shot learning for rare-word translation with external experts. Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. Flexible Attributed Network Embedding. GradAscent at EmoInt-2017: Character- and Word-Level Recurrent Neural Network Models for Tweet Emotion Intensity Detection. Transfer Learning …
Paper Group ANR 424

Paper Group ANR 424

October 18, 2019

A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University. From Superpixel to Human Shape Modelling for Carried Object Detection. An Empirical Analysis of the Correlation of Syntax and Prosody. Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network. Divide and Recombine for Large and …
Paper Group ANR 425

Paper Group ANR 425

October 18, 2019

A Multiscale Image Denoising Algorithm Based On Dilated Residual Convolution Network. Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space. Real Time Monitoring of Social Media and Digital Press. Reconstruction and Registration of Large-Scale Medical Scene Using Point Clouds Data from Different Modalities. Meteorologists …
Paper Group ANR 426

Paper Group ANR 426

October 18, 2019

Deep Audio-Visual Speech Recognition. VoroTop: Voronoi Cell Topology Visualization and Analysis Toolkit. Evolving Chaos: Identifying New Attractors of the Generalised Lorenz Family. An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms. Cartesian Neural Network Constitutive Models for Data-driven Elasticity Imaging. Skilled Expe …
Paper Group ANR 427

Paper Group ANR 427

October 18, 2019

Learning Abstract Options. Variational Inference for Data-Efficient Model Learning in POMDPs. Visual-Only Recognition of Normal, Whispered and Silent Speech. Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features. Implicit Autoencoders. Fidelity-based Probabilistic Q-learning for Control of Quantum Syst …
Paper Group ANR 428

Paper Group ANR 428

October 18, 2019

Real-Time, Highly Accurate Robotic Grasp Detection using Fully Convolutional Neural Networks with High-Resolution Images. A Navigational Approach to Health. A general metric for identifying adversarial images. Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces. The Outer Product Structure of Neural Network Derivatives. Condition …
Paper Group ANR 429

Paper Group ANR 429

October 18, 2019

French Word Recognition through a Quick Survey on Recurrent Neural Networks Using Long-Short Term Memory RNN-LSTM. Learning sparse relational transition models. Learning One-hidden-layer ReLU Networks via Gradient Descent. Memetic Graph Clustering. Effective Quantization Approaches for Recurrent Neural Networks. Online learning with feedback graphs …