[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 413
July 28, 2019

Paper Group ANR 413

Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation. Linearly-Recurrent Autoencoder Networks for Learning Dynamics. Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations. Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images. Algebraic Imag …

Paper Group ANR 414

Paper Group ANR 414

July 28, 2019

Non-stationary Stochastic Optimization under $L_{p,q}$-Variation Measures. A Variational Approach to Shape-from-shading Under Natural Illumination. A Geometric Approach to Harmonic Color Palette Design. Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction. Differentially Private Dropout. Identification …
Paper Group ANR 415

Paper Group ANR 415

July 28, 2019

Generalization Properties of Doubly Stochastic Learning Algorithms. SceneSeer: 3D Scene Design with Natural Language. Deep Architectures for Automated Seizure Detection in Scalp EEGs. Minkowski Operations of Sets with Application to Robot Localization. An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Fra …
Paper Group ANR 416

Paper Group ANR 416

July 28, 2019

MomentsNet: a simple learning-free method for binary image recognition. Understanding the Feedforward Artificial Neural Network Model From the Perspective of Network Flow. The loss surface of deep and wide neural networks. Super-Resolution via Deep Learning. Making a long story short: A Multi-Importance fast-forwarding egocentric videos with the em …
Paper Group ANR 417

Paper Group ANR 417

July 28, 2019

Nonparametric Shape-restricted Regression. Learning Sparse Graphs for Prediction and Filtering of Multivariate Data Processes. On The Projection Operator to A Three-view Cardinality Constrained Set. An Extremal Optimization approach to parallel resonance constrained capacitor placement problem. Implicit Manifold Learning on Generative Adversarial N …
Paper Group ANR 418

Paper Group ANR 418

July 28, 2019

A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA. GPU Activity Prediction using Representation Learning. Orthogonal Machine Learning for Demand Estimation: High Dimensional Causal Inference in Dynamic Panels. A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes. Limitations of …
Paper Group ANR 419

Paper Group ANR 419

July 28, 2019

Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks. Convergence analysis of belief propagation for pairwise linear Gaussian models. Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs. Multi-Label Segmentation via Residual-Driven Adaptive Regularization. Te …
Paper Group ANR 420

Paper Group ANR 420

July 28, 2019

A Simple Text Analytics Model To Assist Literary Criticism: comparative approach and example on James Joyce against Shakespeare and the Bible. Learning Deep Networks from Noisy Labels with Dropout Regularization. Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting. Particle Optimization in Stochastic Gradient MCMC. L …
Paper Group ANR 421

Paper Group ANR 421

July 28, 2019

Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks. Fast Black-box Variational Inference through Stochastic Trust-Region Optimization. Quantized Minimum Error Entropy Criterion. e-Counterfeit: a mobile-server platform for document counterfeit detection. Learning Deep Energy Models: Contrastive Diver …
Paper Group ANR 422

Paper Group ANR 422

July 28, 2019

Mixing Complexity and its Applications to Neural Networks. Fast-Forward Video Based on Semantic Extraction. Detecting Qualia in Natural and Artificial Agents. How Wrong Am I? - Studying Adversarial Examples and their Impact on Uncertainty in Gaussian Process Machine Learning Models. Automatic Segmentation and Disease Classification Using Cardiac Ci …
Paper Group ANR 423

Paper Group ANR 423

July 28, 2019

Horseshoe Regularization for Feature Subset Selection. Sparse High-Dimensional Linear Regression. Algorithmic Barriers and a Local Search Algorithm. AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture. Recurrent Multimodal Interaction for Referring Image Segmentation. Online learnability of Statistical Relational Learning …
Paper Group ANR 424

Paper Group ANR 424

July 28, 2019

DLVM: A modern compiler infrastructure for deep learning systems. Bayesian Unification of Gradient and Bandit-based Learning for Accelerated Global Optimisation. A Fusion-based Gender Recognition Method Using Facial Images. The Forgettable-Watcher Model for Video Question Answering. Semi-Automatic Segmentation and Ultrasonic Characterization of Sol …
Paper Group ANR 425

Paper Group ANR 425

July 28, 2019

A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar. The Eigenoption-Critic Framework. Exploring Temporal Preservation Networks for Precise Temporal Action Localization. Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks. Convergence Rates for De …
Paper Group ANR 426

Paper Group ANR 426

July 28, 2019

Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata. Pseudo-positive regularization for deep person re-identification. Hierarchical Implicit Models and Likelihood-Free Variational Inference. Machine Learning Approach for Detection of nonTor Traffic. Learning Disentangling and Fusing Networks for Face Completion Under Struc …
Paper Group ANR 427

Paper Group ANR 427

July 28, 2019

Open-Set Language Identification. Towards Social Autonomous Vehicles: Efficient Collision Avoidance Scheme Using Richardson’s Arms Race Model. CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion. In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling. Attentional Pooling fo …
Paper Group ANR 428

Paper Group ANR 428

July 28, 2019

Distribution-Preserving k-Anonymity. Persistent homology machine learning for fingerprint classification. Computing LPMLN Using ASP and MLN Solvers. Curriculum Learning for Multi-Task Classification of Visual Attributes. Winqi: A System for 6D Localization and SLAM Augmentation Using Wideangle Optics and Coded Light Beacons. Art of singular vectors …
Paper Group ANR 429

Paper Group ANR 429

July 28, 2019

Towards Crafting Text Adversarial Samples. Learning Implicit Generative Models Using Differentiable Graph Tests. Gaussian Kernel in Quantum Learning. Pyramidal RoR for Image Classification. An Integer Programming Model for Binary Knapsack Problem with Value-Related Dependencies among Elements. A Contemporary Overview of Probabilistic Latent Variabl …
Paper Group ANR 430

Paper Group ANR 430

July 28, 2019

Flexible Stereo: Constrained, Non-rigid, Wide-baseline Stereo Vision for Fixed-wing Aerial Platforms. Review on Computer Vision Techniques in Emergency Situation. Prediction of Sea Surface Temperature using Long Short-Term Memory. Video-based Person Re-identification with Accumulative Motion Context. Adaptive Simulation-based Training of AI Decisio …
Paper Group ANR 431

Paper Group ANR 431

July 28, 2019

Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification. Soft Label Memorization-Generalization for Natural Language Inference. Feature-Guided Black-Box Safety Testing of Deep Neural Networks. Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices. Multi-task Neural Networks for P …
Paper Group ANR 432

Paper Group ANR 432

July 28, 2019

Preconditioned Spectral Clustering for Stochastic Block Partition Streaming Graph Challenge. Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO. Non-Stationary Bandits with Habituation and Recovery Dynamics. New Reinforcement Learning Using a Chaotic Neural Network for Emergence of “Thinking” - “Exploration” …
Paper Group ANR 433

Paper Group ANR 433

July 28, 2019

Learning Model Reparametrizations: Implicit Variational Inference by Fitting MCMC distributions. Light Source Estimation with Analytical Path-tracing. Bandit Regret Scaling with the Effective Loss Range. Towards Automated Network Mitigation Analysis (extended). Blocking Transferability of Adversarial Examples in Black-Box Learning Systems. When You …
Paper Group ANR 434

Paper Group ANR 434

July 28, 2019

On the estimation of correlation in a binary sequence model. Joint Structured Learning and Predictions under Logical Constraints in Conditional Random Fields. Snapshot Difference Imaging using Time-of-Flight Sensors. Generating Query Suggestions to Support Task-Based Search. Depth Creates No Bad Local Minima. Asymptotic Allocation Rules for a Class …
Paper Group ANR 435

Paper Group ANR 435

July 28, 2019

Area Protection in Adversarial Path-Finding Scenarios with Multiple Mobile Agents on Graphs: a theoretical and experimental study of target-allocation strategies for defense coordination. Stochastic Graphlet Embedding. Molecular Generation with Recurrent Neural Networks (RNNs). Real-time Egocentric Gesture Recognition on Mobile Head Mounted Display …
Paper Group ANR 436

Paper Group ANR 436

July 28, 2019

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …
Paper Group ANR 437

Paper Group ANR 437

July 28, 2019

A Fourier-invariant method for locating point-masses and computing their attributes. Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference. If it ain’t broke, don’t fix it: Sparse metric repair. A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials. Automated …
Paper Group ANR 438

Paper Group ANR 438

July 28, 2019

Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach. Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych. Spatio-temporal Person Retrieval via Natural Language Queries. Interspecies Knowledge Transfer for Facial Keypoint Detection. A Closed-Form Model for Image-Based Distant Lighting. Abno …
Paper Group ANR 439

Paper Group ANR 439

July 28, 2019

Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing. How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. Probabilistic Program Abstractions. A deep level set method for image segmentation. Basic Thresholding Classification. Size Matters: Cardinality-Constrained C …
Paper Group ANR 440

Paper Group ANR 440

July 28, 2019

Distribution-Free One-Pass Learning. Attacking the Madry Defense Model with $L_1$-based Adversarial Examples. Boosted Multiple Kernel Learning for First-Person Activity Recognition. Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research. Blind estimation of white Gaussian noise variance in highly textured i …