[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 514
October 18, 2019

Paper Group ANR 514

A Quantitative Evaluation of Natural Language Question Interpretation for Question Answering Systems. Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. Towards Resisting Large Data Variations via Introspective Learning. A high-performance analog Max-SAT solver and its application to Ramsey numbers. Simple R …

Paper Group ANR 515

Paper Group ANR 515

October 18, 2019

Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks. Diagnostics in Semantic Segmentation. Robbins-Monro conditions for persistent exploration learning strategies. Explaining the Unique Nature of Individual Gait Patterns with Deep Learning. Multiple Measurement Vectors Problem: A Decoupling Property and its App …
Paper Group ANR 516

Paper Group ANR 516

October 18, 2019

Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences. Hierarchical community detection by recursive partitioning. Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis. Neural Classification of Malicious Scripts: A study with JavaScript and VBScript. DYAN: A Dynamical Atoms-Based Net …
Paper Group ANR 517

Paper Group ANR 517

October 18, 2019

2D Reconstruction of Small Intestine’s Interior Wall. Human Motion Modeling using DVGANs. Monotonic classification: an overview on algorithms, performance measures and data sets. Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders. Effective Learning of Probabilistic Models for Clinical Predicti …
Paper Group ANR 518

Paper Group ANR 518

October 18, 2019

Human Iris Recognition in Post-mortem Subjects: Study and Database. Entropy-Constrained Training of Deep Neural Networks. Deep Neural Network Compression for Aircraft Collision Avoidance Systems. QUENN: QUantization Engine for low-power Neural Networks. Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. Filter D …
Paper Group ANR 519

Paper Group ANR 519

October 18, 2019

A Roadmap for Robust End-to-End Alignment. A novel improved fuzzy support vector machine based stock price trend forecast model. Exploring Sentence Vector Spaces through Automatic Summarization. MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server. Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Mark …
Paper Group ANR 520

Paper Group ANR 520

October 18, 2019

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray. Writing Style Invariant Deep Learning Model for Historical Manuscripts Alignment. Anomaly detection with Wasserstein GAN. Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. Learning sparse mixtures of rankings from noisy informa …
Paper Group ANR 521

Paper Group ANR 521

October 18, 2019

Regularizing Neural Machine Translation by Target-bidirectional Agreement. Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search. American Sign Language fingerspelling recognition in the wild. Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes. Unsupervised Lear …
Paper Group ANR 522

Paper Group ANR 522

October 18, 2019

NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage. Partial AUC Maximization via Nonlinear Scoring Functions. A Psychopathological Approach to Safety Engineering in AI and AGI. Training Behavior of Sparse Neural Network Topologies. An Adaptive Learning Method of Deep B …
Paper Group ANR 523

Paper Group ANR 523

October 18, 2019

A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification. Searching with Consistent Prioritization for Multi-Agent Path Finding. Distributed Cartesian Power Graph Segmentation for Graphon Estimation. Autonomous Functional Locomotion in a Tendon-Driven Limb via Limited Experience. BAN: Focusing on Boundary Context for Object Detec …
Paper Group ANR 524

Paper Group ANR 524

October 18, 2019

Social Choice Random Utility Models of Intransitive Pairwise Comparisons. Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle. Semantic Stereo for Incidental Satellite Images. When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets. Scene Coordinate Regr …
Paper Group ANR 525

Paper Group ANR 525

October 18, 2019

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue. Modelling customer online behaviours with neural networks: applications to conversion prediction and advertising retargeting. Non-ergodic Complexity of Convex Proximal Inertial Gradient Descents. Genre-Agnostic Key Classificat …
Paper Group ANR 526

Paper Group ANR 526

October 18, 2019

Autoencoder Based Sample Selection for Self-Taught Learning. Chinese Poetry Generation with Flexible Styles. IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. Lexico-acoustic Neural-based Models for Dialog Act Classification. RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of H …
Paper Group ANR 527

Paper Group ANR 527

October 18, 2019

A Survey of Automatic Facial Micro-expression Analysis: Databases, Methods and Challenges. Learning and Acting in Peripersonal Space: Moving, Reaching, and Grasping. Distributed Convex Optimization With Limited Communications. Disease Classification in Metagenomics with 2D Embeddings and Deep Learning. Medical Exam Question Answering with Large-sca …
Paper Group ANR 528

Paper Group ANR 528

October 18, 2019

Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification. PIMMS: Permutation Invariant Multi-Modal Segmentation. Expanding a robot’s life: Low power object recognition via FPGA-based DCNN deployment. Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition. Time-Discounting Convolution f …
Paper Group ANR 529

Paper Group ANR 529

October 18, 2019

Model-Driven Deep Learning for Physical Layer Communications. Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization. Trajectory Representation and Landmark Projection for Continuous-Time Structure from Motion. Visual-Inertial Object Detection and Mapping. Tsallis-INF: An Optimal Algorithm for Stochas …
Paper Group ANR 530

Paper Group ANR 530

October 18, 2019

Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models. Human Semantic Parsing for Person Re-identification. Polyphonic Sound Event Detection by using Capsule Neural Network. Adaptive Ranking Based Constraint Handling for Explicitly Constrained Black-Box Optimization. Momentum-Space Renormalization Group …
Paper Group ANR 531

Paper Group ANR 531

October 18, 2019

Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions. Determination of Digital Straight Segments Using the Slope. A Data-Efficient Approach to Precise and Controlled Pushing. A New De-blurring Technique for License Plate Images with Robust Length Estimation. The Mean-Field Approximation: Information …
Paper Group ANR 532

Paper Group ANR 532

October 18, 2019

Counting Cells in Time-Lapse Microscopy using Deep Neural Networks. Visibility graphs for image processing. Inferring short-term volatility indicators from Bitcoin blockchain. Improved Oracle Complexity of Variance Reduced Methods for Nonsmooth Convex Stochastic Composition Optimization. CHET: Compiler and Runtime for Homomorphic Evaluation of Tens …
Paper Group ANR 533

Paper Group ANR 533

October 18, 2019

Computational Intelligence in Sports: A Systematic Literature Review. Pumpout: A Meta Approach to Robust Deep Learning with Noisy Labels. Parameter-free Sentence Embedding via Orthogonal Basis. Challenges of Convex Quadratic Bi-objective Benchmark Problems. Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with …
Paper Group ANR 534

Paper Group ANR 534

October 18, 2019

Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training. Robust Semantic Segmentation with Ladder-DenseNet Models. Impacts of Weather Conditions on District Heat System. Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection. Creating a contemporary corpus of simil …
Paper Group ANR 535

Paper Group ANR 535

October 18, 2019

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning. Recovering Trees with Convex Clustering. Generating Synthetic Data for Neural Keyword-to-Question Models. Column generation based math-heuristic for classification trees. The Time-SIFT method : detecting 3-D changes from archival photogrammetric analysis with …
Paper Group ANR 536

Paper Group ANR 536

October 18, 2019

Code-division multiplexed resistive pulse sensor networks for spatio-temporal detection of particles in microfluidic devices. Decoupled Novel Object Captioner. Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash. Multi-robot Path Planning in Well-formed Infrastructures: Prioritized Planning vs. Prioritized Wait Adjustment (Preliminary …
Paper Group ANR 537

Paper Group ANR 537

October 18, 2019

A New Method for the Semantic Integration of Multiple OWL Ontologies using Alignments. Kernel Transformer Networks for Compact Spherical Convolution. First-order Adversarial Vulnerability of Neural Networks and Input Dimension. Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit. Handwriting Recognition in Lo …
Paper Group ANR 538

Paper Group ANR 538

October 18, 2019

SARN: Relational Reasoning through Sequential Attention. Learning Local Metrics and Influential Regions for Classification. Spatiotemporal CNNs for Pornography Detection in Videos. Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. Equivalent Lipschitz surrogates for zero-norm and rank optimization problems. Designin …
Paper Group ANR 539

Paper Group ANR 539

October 18, 2019

Quantification of Lung Abnormalities in Cystic Fibrosis using Deep Networks. Distributed NLP. Private Text Classification. Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness. Open-endedness in AI systems, cellular evolution and intellectual discussions. A Face-to-Face Neural Conversation Model. Understanding an …
Paper Group ANR 540

Paper Group ANR 540

October 18, 2019

Construction of neural networks for realization of localized deep learning. Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. Unbalanced Multi-Phase Distribution Grid Topology Estimation and Bus Phase Identification. Weighted Global Normalization for Multiple Choice ReadingComprehension …
Paper Group ANR 541

Paper Group ANR 541

October 18, 2019

Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving. Convolutional Hashing for Automated Scene Matching. To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network Compression. Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning …