[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 324
April 2, 2020

Paper Group ANR 324

ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising. Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement. Algorithms for Optimizing Fleet Scheduling of Air Ambulances. Indexical Cities: Articulating Personal Models of Urban Preference with Geotagged Data. A Thorough Compari …

Paper Group ANR 325

Paper Group ANR 325

April 2, 2020

FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications. TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition. On the Existence of Characterization Logics and Fundamental Properties of Argumentation Semantics. Lossless Attention in Convolutional Networks for …
Paper Group ANR 326

Paper Group ANR 326

April 2, 2020

Attention-aware fusion RGB-D face recognition. The Mertens Unrolled Network (MU-Net): A High Dynamic Range Fusion Neural Network for Through the Windshield Driver Recognition. Optimized Directed Roadmap Graph for Multi-Agent Path Finding Using Stochastic Gradient Descent. Visual Navigation Among Humans with Optimal Control as a Supervisor. Multipli …
Paper Group ANR 327

Paper Group ANR 327

April 2, 2020

Automata for Hyperlanguages. Learning to See: You Are What You See. Efficiently Calibrating Cable-Driven Surgical Robots With RGBD Sensing, Temporal Windowing, and Linear and Recurrent Neural Network Compensation. Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis of Deformation Fields in Huntington’s Disease. TED: A Pretra …
Paper Group ANR 328

Paper Group ANR 328

April 2, 2020

Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning. Deep RL Agent for a Real-Time Action Strategy Game. Plague Dot Text: Text mining and annotation of outbreak reports of the Third Plague Pandemic (1894-1952). Acoustic Scene Classification Using Bilinear Pooling on Time-liked an …
Paper Group ANR 329

Paper Group ANR 329

April 2, 2020

Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction. Ensembles of Deep Neural Networks for Action Recognition in Still Images. Learning similarity measures from data. Posterior Ratio Estimation for Latent Variables. Learning Spatiotemporal Features via Video and Text Pair Discrimination. Future Video …
Paper Group ANR 330

Paper Group ANR 330

April 2, 2020

Majorization Minimization Methods to Distributed Pose Graph Optimization with Convergence Guarantees. A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs. Missing Data Imputation for Classification Problems. Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models. Dynami …
Paper Group ANR 331

Paper Group ANR 331

April 2, 2020

Brazilian Lyrics-Based Music Genre Classification Using a BLSTM Network. Towards Safer Self-Driving Through Great PAIN (Physically Adversarial Intelligent Networks). Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation. Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. The Pow …
Paper Group ANR 332

Paper Group ANR 332

April 2, 2020

Learning To Detect Keyword Parts And Whole By Smoothed Max Pooling. Ecological Semantics: Programming Environments for Situated Language Understanding. Attention-guided Chained Context Aggregation for Semantic Segmentation. Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds. Towards Interpretable Seman …
Paper Group ANR 333

Paper Group ANR 333

April 2, 2020

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering. Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning. Dual Graph Representation Learning. Know Your Surroundings: Exploiting Scene Information for …
Paper Group ANR 334

Paper Group ANR 334

April 2, 2020

A General Pairwise Comparison Model for Extremely Sparse Networks. Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization. Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning. The Pedestrian Patterns Dataset. PSC-Net: Learning Part Spatial Co-occurrence for Occluded Pedestrian Detection. Enhancement of Sh …
Paper Group ANR 335

Paper Group ANR 335

April 2, 2020

Improving Uyghur ASR systems with decoders using morpheme-based language models. A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing. XGPT: Cross-modal Generative Pre-Training for Image Captioning. Meta-Embeddings Based On Self-Attention. Fine-Grained Instance-Level Sketch-Based Video Retrieval. Video Cloze Pr …
Paper Group ANR 336

Paper Group ANR 336

April 2, 2020

Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor. End-To-End Graph-based Deep Semi-Supervised Learning. Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles. Unshuffling Data for Improved Generalization. Dynamic Backdoor Attacks Against Machine Le …
Paper Group ANR 337

Paper Group ANR 337

April 2, 2020

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence. Antifragility Predicts the Robustness and Evolvability of Biological Networks through Multi-class Classification with a Convolutional Neural Network. Machine learning based co-creative design framework. Siamese Neural Networks for EEG-based Brain-comp …
Paper Group ANR 338

Paper Group ANR 338

April 2, 2020

A Functional EM Algorithm for Panel Count Data with Missing Counts. The Spectral Underpinning of word2vec. Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines. Why Do Line Drawings Work? A Realism Hypothesis. DymSLAM:4D Dynamic Scene Reconstruction Based on Geometrical Motion Segmentation. …
Paper Group ANR 339

Paper Group ANR 339

April 2, 2020

Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction. DynamicPPL: Stan-like Speed for Dynamic Probabilistic Models. Designing Network Design Spaces. Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback. Structure-Feature based Graph Self-adaptive Pooling. A Multiclass Classification Approach t …
Paper Group ANR 340

Paper Group ANR 340

April 2, 2020

The Efficiency of Human Cognition Reflects Planned Information Processing. Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network. SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis. Controlled time series generation for automotive software-in-the-loop testing …
Paper Group ANR 341

Paper Group ANR 341

April 2, 2020

Learning 3D Part Assembly from a Single Image. Iterative Data Programming for Expanding Text Classification Corpora. Identifying Notable News Stories. Deep Learning Enabled Uncorrelated Space Observation Association. Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. ScrabbleGAN: Semi-Supervised Varying Length H …
Paper Group ANR 342

Paper Group ANR 342

April 2, 2020

Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents. Connectivity-driven Communication in Multi-agent Reinforcement Learning through Diffusion Processes on Graphs. Transformer on a Diet. Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition. Identification of Indian Languages …
Paper Group ANR 343

Paper Group ANR 343

April 2, 2020

Defense against adversarial attacks on spoofing countermeasures of ASV. Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances. Comparison of user models based on GMM-UBM and i-vectors for speech, handwriting, and gait assessment of Parkinson’s disease patients. A Speaker Verification Backend for Improved Calibration Performa …
Paper Group ANR 344

Paper Group ANR 344

April 2, 2020

SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency. Processing topical queries on images of historical newspaper pages. Learning Functionally Decomposed Hierarchies for Continuous Control Tasks. Hierarchical Reinforcement Learning as a Model of Human Task Interleaving. Effect of Confidence and E …
Paper Group ANR 345

Paper Group ANR 345

April 2, 2020

Detecting Mismatch between Text Script and Voice-over Using Utterance Verification Based on Phoneme Recognition Ranking. A review of machine learning applications in wildfire science and management. Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach. Bayesian nonparametric shared multi-sequence time series segme …
Paper Group ANR 346

Paper Group ANR 346

April 2, 2020

Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis. Tropical Support Vector Machine and its Applications to Phylogenomics. Leverage the Average: an Analysis of Regularization in RL. Improve SGD Training via Aligning Mini-batches. Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks …
Paper Group ANR 347

Paper Group ANR 347

April 2, 2020

Learning Distributional Programs for Relational Autocompletion. From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition. Domain segmentation and adjustment for generalized zero-shot learning. Zero-Shot Activity Recognition with Videos. Stacked Boosters Network Architecture for Short Term …
Paper Group ANR 348

Paper Group ANR 348

April 2, 2020

Unsupervised Multilingual Alignment using Wasserstein Barycenter. Learning Complexity of Simulated Annealing. Incorporating Expert Prior in Bayesian Optimisation via Space Warping. From Topic Networks to Distributed Cognitive Maps: Zipfian Topic Universes in the Area of Volunteered Geographic Information. Sequential Bayesian Experimental Design for …
Paper Group ANR 349

Paper Group ANR 349

April 2, 2020

LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices. Res3ATN – Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos. Image Speckle Noise Denoising by a Multi-Layer Fusion Enhancement Method based on Block Matching and 3D Filtering. Predicting Memory Compiler Performance Outp …
Paper Group ANR 350

Paper Group ANR 350

April 2, 2020

Rethinking Object Detection in Retail Stores. Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference. Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions. Quantifying H …
Paper Group ANR 351

Paper Group ANR 351

April 2, 2020

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks. Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. Deep Learning for Classifying Food Waste. VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge. Very simple stat …