[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 287
May 6, 2019

Paper Group ANR 287

A Comparison Study of Nonlinear Kernels. Exploiting N-Best Hypotheses to Improve an SMT Approach to Grammatical Error Correction. Spectral learning of dynamic systems from nonequilibrium data. Multi-resource defensive strategies for patrolling games with alarm systems. Fair Algorithms for Infinite and Contextual Bandits. From line segments to more …

Paper Group ANR 288

Paper Group ANR 288

May 6, 2019

SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing. Towards a new quantum cognition model. Exact Exponent in Optimal Rates for Crowdsourcing. Multiview RGB-D Dataset for Object Instance Detection. Linear Regression with an Unknown Permutation: Statistical and Computational Limits. Meat adulteration detection throu …
Paper Group ANR 289

Paper Group ANR 289

May 6, 2019

Completely random measures for modeling power laws in sparse graphs. Resolution- and throughput-enhanced spectroscopy using high-throughput computational slit. Question Answering via Integer Programming over Semi-Structured Knowledge. Robust end-to-end deep audiovisual speech recognition. Deep Transfer Learning with Joint Adaptation Networks. Fast …
Paper Group ANR 290

Paper Group ANR 290

May 6, 2019

Occurrence Statistics of Entities, Relations and Types on the Web. Active Learning for Online Recognition of Human Activities from Streaming Videos. Robust Gait Recognition by Integrating Inertial and RGBD Sensors. We Can “See” You via Wi-Fi - WiFi Action Recognition via Vision-based Methods. Semi-supervised learning of deep metrics for stereo reco …
Paper Group ANR 291

Paper Group ANR 291

May 6, 2019

Discriminative Sparsity for Sonar ATR. Convex block-sparse linear regression with expanders – provably. FaceVR: Real-Time Facial Reenactment and Eye Gaze Control in Virtual Reality. Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms. Higher-Order Low-Rank Regression. Learning Temporal Transformations From Time-Lapse Vide …
Paper Group ANR 292

Paper Group ANR 292

May 6, 2019

Canonical Correlation Analysis for Analyzing Sequences of Medical Billing Codes. Relativistic Monte Carlo. A multiple instance learning approach for sequence data with across bag dependencies. Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects. Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of D …
Paper Group ANR 293

Paper Group ANR 293

May 6, 2019

Identifying Diabetic Patients with High Risk of Readmission. When was that made?. Reliable Prediction Intervals for Local Linear Regression. Distributed Asynchronous Dual Free Stochastic Dual Coordinate Ascent. Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety. Inferring unknown biological function by integration of GO …
Paper Group ANR 294

Paper Group ANR 294

May 6, 2019

Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT. Stratified Knowledge Bases as Interpretable Probabilistic Models (Extended Abstract). Segmentation of Soft atherosclerotic plaques using active contour models. Customized Facial Constant Positive Air Pressure (CPAP) Masks. OpenSalicon: An Open So …
Paper Group ANR 295

Paper Group ANR 295

May 6, 2019

User Reviews and Language: How Language Influences Ratings. PerSum: Novel Systems for Document Summarization in Persian. A Fully Convolutional Deep Auditory Model for Musical Chord Recognition. Some Insights into the Geometry and Training of Neural Networks. Deep Neural Networks predict Hierarchical Spatio-temporal Cortical Dynamics of Human Visual …
Paper Group ANR 296

Paper Group ANR 296

May 6, 2019

Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising. Fundamental Matrices from Moving Objects Using Line Motion Barcodes. Resource Sharing for Multi-Tenant NoSQL Data Store in Cloud. Language Detection For Short Text Messages In Social Media. Unsupervised Semantic Action Discovery from Video Collect …
Paper Group ANR 297

Paper Group ANR 297

May 6, 2019

On Lower Bounds for Regret in Reinforcement Learning. Spatio-Temporal Image Boundary Extrapolation. Neural Network Support Vector Detection via a Soft-Label, Hybrid K-Means Classifier. A Modular Theory of Feature Learning. Joint Stochastic Approximation learning of Helmholtz Machines. Causes for Query Answers from Databases, Datalog Abduction and V …
Paper Group ANR 298

Paper Group ANR 298

May 6, 2019

Randomized block proximal damped Newton method for composite self-concordant minimization. An Integrated Optimization + Learning Approach to Optimal Dynamic Pricing for the Retailer with Multi-type Customers in Smart Grids. Fixpoint Approximation of Strategic Abilities under Imperfect Information. Simultaneous Estimation of Noise Variance and Numbe …
Paper Group ANR 299

Paper Group ANR 299

May 6, 2019

Interactive Image Segmentation From A Feedback Control Perspective. Sparse Factorization Layers for Neural Networks with Limited Supervision. Broad Context Language Modeling as Reading Comprehension. A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition. Dialogue Session Segmentation by Embedding-Enhanced …
Paper Group ANR 300

Paper Group ANR 300

May 6, 2019

Tinkering Under the Hood: Interactive Zero-Shot Learning with Net Surgery. Automatic Labelling of Topics with Neural Embeddings. Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis. Decentralized Dynamic Discriminative Dictionary Learning. How Image Degradations Affect Deep CNN-based Face Recognition?. Superpixe …
Paper Group ANR 301

Paper Group ANR 301

May 6, 2019

Utilization of Deep Reinforcement Learning for saccadic-based object visual search. Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal clique problem. The Coconut Model with Heterogeneous Strategies and Learning. Optimal resampling for the noisy OneMax problem. Landmark-based consonant voicing detection on …
Paper Group ANR 302

Paper Group ANR 302

May 6, 2019

Why is it Difficult to Detect Sudden and Unexpected Epidemic Outbreaks in Twitter?. Can Machine Generate Traditional Chinese Poetry? A Feigenbaum Test. Human vs. Computer Go: Review and Prospect. Word Segmentation on Micro-blog Texts with External Lexicon and Heterogeneous Data. Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supe …
Paper Group ANR 303

Paper Group ANR 303

May 6, 2019

AGM-Style Revision of Beliefs and Intentions from a Database Perspective (Preliminary Version). ACD: Action Concept Discovery from Image-Sentence Corpora. Unifying Geometric Features and Facial Action Units for Improved Performance of Facial Expression Analysis. Segmental Recurrent Neural Networks for End-to-end Speech Recognition. Machine Learning …
Paper Group ANR 304

Paper Group ANR 304

May 6, 2019

Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures. Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. Attentive Explanations: Justifying Decisions and Pointing to the Evidence. Training a Hidden Markov Model with a Bayesian Spiking Neural Network. S …
Paper Group ANR 305

Paper Group ANR 305

May 6, 2019

On the Solvability of Inductive Problems: A Study in Epistemic Topology. Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints. Partial Face Detection for Continuous Authentication. Probabilistic Inference Modulo Theories. Understanding image motion with group representations. Pseudo-Margina …
Paper Group ANR 306

Paper Group ANR 306

May 6, 2019

Heterogeneous Strategy Particle Swarm Optimization. Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes. Attentive Pooling Networks. Extraction of airway trees using multiple hypothesis tracking and template matching. A Linear Algebraic Approach to Datalog Evaluation. Learning Efficient Algorithms with Hierar …
Paper Group ANR 307

Paper Group ANR 307

May 6, 2019

Network Maximal Correlation. Improved Image Boundaries for Better Video Segmentation. Latent Constrained Correlation Filters for Object Localization. Refining Geometry from Depth Sensors using IR Shading Images. A Unified Tensor-based Active Appearance Face Model. Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic. …
Paper Group ANR 308

Paper Group ANR 308

May 6, 2019

The observer-assisted method for adjusting hyper-parameters in deep learning algorithms. Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification. Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce. Document Clustering Games in Static and Dynamic Scen …
Paper Group ANR 309

Paper Group ANR 309

May 6, 2019

Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking?. Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images. A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction. A Semi-supervised Framework for Image Captioning. Identifiability and Transportability in Dynamic Causal Networks. O …
Paper Group ANR 310

Paper Group ANR 310

May 6, 2019

A pragmatic approach to multi-class classification. Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach. Riemannian Tensor Completion with Side Information. Personalization Effect on Emotion Recognition from Physiological Data: An Investigation of Performance on Different Setups and Classifiers. E …
Paper Group ANR 311

Paper Group ANR 311

May 6, 2019

TensiStrength: Stress and relaxation magnitude detection for social media texts. The Digital Synaptic Neural Substrate: Size and Quality Matters. Faster Asynchronous SGD. Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification. Deep Blind Compressed Sensing. Reliable Evaluation of Neural Network for Multiclass Classi …
Paper Group ANR 312

Paper Group ANR 312

May 6, 2019

Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification. Chained Predictions Using Convolutional Neural Networks. Regularizing Solutions to the MEG Inverse Problem Using Space-Time Separable Covariance Functions. Category Theoretic Analysis of Photon-based Decision Making. An equivalence between high …
Paper Group ANR 313

Paper Group ANR 313

May 6, 2019

What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets. PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection. A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps. Information Utilization Ratio in Heuristic Optimiz …
Paper Group ANR 314

Paper Group ANR 314

May 6, 2019

Domain Adaptation with Soft-margin multiple feature-kernel learning beats Deep Learning for surveillance face recognition. The CUDA LATCH Binary Descriptor: Because Sometimes Faster Means Better. Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks. Weakly Supervised Learning of Affordances. Machine Learned Resume …