[PAPER]@Telematika

EEG

Paper Group ANR 1438

January 26, 2020

Rebalancing Learning on Evolving Data Streams. Offline Recommender Learning Meets Unsupervised Domain Adaptation. Agglomerative Fast Super-Paramagnetic Clustering. Information Theoretic Feature Transformation Learning for Brain Interfaces. Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization. Spectra2pix: Generating Nanostructure …

Paper Group ANR 1445

January 26, 2020

Effects of Foraging in Personalized Content-based Image Recommendation. Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation. NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining. Manipulation Motion Taxonomy and Coding for Robots. Faster saddle-point optimization for solving large-scale …

Paper Group ANR 1446

January 26, 2020

Learning Weighted Submanifolds with Variational Autoencoders and Riemannian Variational Autoencoders. The VIA Annotation Software for Images, Audio and Video. Referring Expression Generation Using Entity Profiles. Leveraging Pretrained Image Classifiers for Language-Based Segmentation. Differentiable Representations For Multihop Inference Rules. Ef …

Paper Group ANR 1516

January 26, 2020

Contextual Bandits with Random Projection. Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model. Syntax-aware Neural Semantic Role Labeling with Supertags. Training Neural Machine Translation (NMT) Models using Tensor Train Decomposition on T …

Paper Group ANR 1517

January 26, 2020

Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals. ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System. Machine Learning for Seizure Type Classification: Setting the benchmark. Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I). Clustering and Recogniti …

Paper Group ANR 1524

January 26, 2020

Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data. The ISTI Rapid Response on Exploring Cloud Computing 2018. Reinforcement Learning for Learning of Dynamical Systems in Uncertain Environment: a Tutorial. An Empirical Study on Hyperparameters and their Interdependence for RL Generalization. Free …

Paper Group ANR 1539

January 26, 2020

Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity. From Multi-modal Property Dataset to Robot-centric Conceptual Knowledge About Household Objects. Generating Multi-Sentence Abstractive Summaries of Interleaved Texts. Advances in Machine Learning for the Behavioral Sciences. Dir …

Paper Group ANR 1540

January 26, 2020

A memory enhanced LSTM for modeling complex temporal dependencies. Adversarial Representation Learning for Text-to-Image Matching. Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability. Learning Discrepancy Models From Experimental Data. The Usage of Web Search for Software Engineering. How much do you p …

Paper Group ANR 1548

January 26, 2020

WhiteNet: Phishing Website Detection by Visual Whitelists. Graph Neural Networks with Generated Parameters for Relation Extraction. Image-Guided Depth Sampling and Reconstruction. Proper-Composite Loss Functions in Arbitrary Dimensions. Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning. An Exact Refo …

Paper Group ANR 1569

January 26, 2020

Regression and Singular Value Decomposition in Dynamic Graphs. Image retrieval method based on CNN and dimension reduction. Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark. Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations. Resolving challenges in deep learning- …

Paper Group ANR 1592

January 26, 2020

Exploiting Event Log Event Attributes in RNN Based Prediction. SGD: General Analysis and Improved Rates. Sound Event Recognition in a Smart City Surveillance Context. Distributed Learning with Sublinear Communication. Proposal Towards a Personalized Knowledge-powered Self-play Based Ensemble Dialog System. CNN-based Survival Model for Pancreatic Du …

Paper Group ANR 1603

January 26, 2020

The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models. Single Image based Head Pose Estimation with Spherical Parameterization and 3D Morphing. Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets. Deep Features for Tissue-Fold Detection in Histopathology Images …

Paper Group ANR 1605

January 26, 2020

Misspelling Oblivious Word Embeddings. Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. Robust Dynamic Assortment Optimization in the Presence of Outlier Customers. Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability. Autonomous Haiku Generation. Learning Geo-Temporal Image Fea …

Paper Group ANR 1611

January 26, 2020

C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning. Understanding Stability of Medical Concept Embeddings: Analysis and Prediction. Multilingual Multi-Domain Adaptation Approaches for Neural Machine Translation. Crowdsourcing and Validating Event-focused Emotion Corpora for German and English. Deep Learning Fundus Image Analy …

Paper Group ANR 1632

January 25, 2020

Resolution enhancement in scanning electron microscopy using deep learning. Automated Classification of Seizures against Nonseizures: A Deep Learning Approach. FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition. Spatiotemporal Feature Learning for Event-Based Vision. Learnability Can Be Independent of ZFC Axioms: Explanations …

Paper Group ANR 1637

January 25, 2020

Computational Socioeconomics. Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain. Fitted Q-Learning in Mean-field Games. Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence. Generalised learning of time-series: Ornstein-Uhlenbeck processes. Vi …

Paper Group ANR 1669

January 25, 2020

Distilled embedding: non-linear embedding factorization using knowledge distillation. Variance Reduction for Evolution Strategies via Structured Control Variates. Speech Recognition With No Speech Or With Noisy Speech Beyond English. Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels. Safe Interacti …

Paper Group ANR 1726

January 25, 2020

BDNet: Bengali Handwritten Numeral Digit Recognition based on Densely connected Convolutional Neural Networks. Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. Argument Generation with Retrieval, Planning, and Realization. Inspect Transfer Learning Architecture with Dilated Convolution. Classifying single-qubit nois …

Paper Group ANR 1770

January 25, 2020

Spectrum-enhanced Pairwise Learning to Rank. Minimizing Time-to-Rank: A Learning and Recommendation Approach. An Approximate Bayesian Approach to Surprise-Based Learning. Learning Bilingual Word Embeddings Using Lexical Definitions. Improving Relation Extraction with Knowledge-attention. PH-GCN: Person Re-identification with Part-based Hierarchical …

Paper Group NANR 17

January 25, 2020

Team Kermit-the-frog at SemEval-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features. Neural Lemmatization of Multiword Expressions. Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images. Integrating Bayesian and Discriminative Sparse Kernel Machines for Multi-class Active Lear …

Paper Group NANR 36

January 25, 2020

Contextualized Word Representations from Distant Supervision with and for NER. A deep-learning-based approach for fast and robust steel surface defects classification. Self-Supervised 3D Hand Pose Estimation Through Training by Fitting. Crowdsourced Hedge Term Disambiguation. Multilingual Multimodal Machine Translation for Dravidian Languages utili …

Paper Group NANR 49

January 25, 2020

Is this the end? Two-step tokenization of sentence boundaries. What can we learn from natural and artificial dependency trees. Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks. signSGD via Zeroth-Order Oracle. Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification. What goes in …

Paper Group NANR 95

January 25, 2020

Context-Reinforced Semantic Segmentation. Learning Backpropagation-Free Deep Architectures with Kernels. DBMS-KU Interpolation for WMT19 News Translation Task. Automatic diacritization of Tunisian dialect text using Recurrent Neural Network. Hierarchical Deep Learning for Arabic Dialect Identification. Energy-Based Modelling for Dialogue State Trac …

Paper Group NAWR 14

January 25, 2020

Answering Naturally: Factoid to Full length Answer Generation. One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues. SUPERVISED POLICY UPDATE. Manifold Mixup: Learning Better Representations by Interpolating Hidden States. Efficient characterization of electrically evoke …

Paper Group NAWR 30

January 25, 2020

Skin Lesion Segmentation using SegNet with Binary Cross-Entropy. On the (In)fidelity and Sensitivity of Explanations. Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss. Errudite: Scalable, Reproducible, and Testable Error Analysis. Digging Into Self-Supervised Monocular Depth Estimation. RUBi: Reducing Unimodal Biases fo …

Paper Group NAWR 38

January 25, 2020

Decoding P300 Variability using Convolutional Neural Networks. Optimizing Generalized Rate Metrics with Three Players. Adaptive Auxiliary Task Weighting for Reinforcement Learning. A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation. DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging. AGEM: Solv …

Paper Group NAWR 6

January 25, 2020

Predicting epileptic seizures using nonnegative matrix factorization. Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. DHSGAN: An End to End Dehazing Network for Fog and Smoke. Tree Communication Models for Sentiment Analysis. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. Classifica …

Paper Group NANR 101

January 24, 2020

ACE: Artificial Checkerboard Enhancer to Induce and Evade Adversarial Attacks. A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition. Objects365: A Large-Scale, High-Quality Dataset for Object Detection. Entity resolution for noisy ASR transcripts. ON BREIMAN’S DILEMMA IN NEURAL NETWORKS: SUCCESS AND FAIL …