[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 217
July 28, 2019

Paper Group ANR 217

Taming Non-stationary Bandits: A Bayesian Approach. The Causality/Repair Connection in Databases: Causality-Programs. Algorithmic infeasibility of community detection in higher-order networks. Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs. Data preprocessing methods for robust Fourier ptychographic microscopy. On Reject …

Paper Group ANR 218

Paper Group ANR 218

July 28, 2019

Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. Independence clustering (without a matrix). SUNNY-CP and the MiniZinc Challenge. Mondrian Processes for Flow Cytometry Analysis. A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS). Long Short-Term Memory (LSTM) networks with jet const …
Paper Group ANR 219

Paper Group ANR 219

July 28, 2019

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. Transferring Autonomous Driving Knowledge on Simulated and Real Intersections. Robust Locally-Linear Controllable Embedding. Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness Detection. Deep Learning and Model Predictive Control for Self-Tuning M …
Paper Group ANR 220

Paper Group ANR 220

July 28, 2019

Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. LogitBoost autoregressive networks. A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. Optimizing Quantum Models of Classical Chan …
Paper Group ANR 221

Paper Group ANR 221

July 28, 2019

Classification regions of deep neural networks. DC-Prophet: Predicting Catastrophic Machine Failures in DataCenters. Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes. Setpoint Tracking with Partially Observed Loads. Multiobjective Programming for Type-2 Hierarchical Fuzzy Inference Trees. Programmable Agents. Feature …
Paper Group ANR 222

Paper Group ANR 222

July 28, 2019

Low Precision RNNs: Quantizing RNNs Without Losing Accuracy. Learning to Imagine Manipulation Goals for Robot Task Planning. Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks. Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. Attribute-contr …
Paper Group ANR 223

Paper Group ANR 223

July 28, 2019

Towards Language-Universal End-to-End Speech Recognition. Metric Learning-based Generative Adversarial Network. Global Entity Ranking Across Multiple Languages. Stopping GAN Violence: Generative Unadversarial Networks. Application of Fuzzy Logic in Design of Smart Washing Machine. Convolutional Attention-based Seq2Seq Neural Network for End-to-End …
Paper Group ANR 224

Paper Group ANR 224

July 28, 2019

Human Pose Forecasting via Deep Markov Models. A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Inverse Classification for Comparison-based Interpretability in Machine Learning. Learning Deep Representations for Word Spotting Under Weak Supervision. On the use of convolutional neural networks for robust classification of …
Paper Group ANR 225

Paper Group ANR 225

July 28, 2019

A Statistical Machine Learning Approach to Yield Curve Forecasting. An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning. A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. ScanNet: A Fast and Dense S …
Paper Group ANR 226

Paper Group ANR 226

July 28, 2019

LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. Aggregating incoherent agents who disagree. Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs?. Machine Learning and Social Robotics for Detecting Early Signs of Dementia. Une mesure d’exper …
Paper Group ANR 227

Paper Group ANR 227

July 28, 2019

An Analog Neural Network Computing Engine using CMOS-Compatible Charge-Trap-Transistor (CTT). Inverse Reward Design. A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition. Improving a Multi-Source Neural Machine Translation Model with Corpus Extension for Low-Resource Languages. Extracting Formal Models from Nor …
Paper Group ANR 228

Paper Group ANR 228

July 28, 2019

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. Counterfactual Language Model Adaptation for Suggesting Phrases. Synthetic Database for Evaluation of General, Fundamental Biometric Principles. License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks. An Optimal Online Method o …
Paper Group ANR 229

Paper Group ANR 229

July 28, 2019

Learning Large-Scale Bayesian Networks with the sparsebn Package. Learning Data Manifolds with a Cutting Plane Method. Survey of Recent Advances in Visual Question Answering. State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning. Subdeterminant Maximization via Nonconvex Relaxations and Anti-concentration. L1-no …
Paper Group ANR 230

Paper Group ANR 230

July 28, 2019

Gradient-based Camera Exposure Control for Outdoor Mobile Platforms. A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching. Generalization and Equilibrium in Generative Adversarial Nets (GANs). Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality. Shallow Discourse Parsing with Maxim …
Paper Group ANR 231

Paper Group ANR 231

July 28, 2019

Transforming Bell’s Inequalities into State Classifiers with Machine Learning. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks. Entropy-based Pruning for Learning Bayesian Networks using BIC. Genetic …
Paper Group ANR 232

Paper Group ANR 232

July 28, 2019

A Biomedical Information Extraction Primer for NLP Researchers. Emo, Love, and God: Making Sense of Urban Dictionary, a Crowd-Sourced Online Dictionary. Improving high-pass fusion method using wavelets. Detecting confounding in multivariate linear models via spectral analysis. Nearest Labelset Using Double Distances for Multi-label Classification. …
Paper Group ANR 233

Paper Group ANR 233

July 28, 2019

Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events. On the Power of Truncated SVD for General High-rank Matrix Estimation Problems. Learning Semantic Correspondences in Technical Documentation. Analysis of Thompson Sampling for Gaussian Process Optimization in the Bandit Setting. Crim …
Paper Group ANR 234

Paper Group ANR 234

July 28, 2019

Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. Transfer learning from synthetic to real images using variational autoencoders for robotic applications. Learning body-affordances to simplify action spaces. A Paradigm Shift: Detecting Human Rights Violations Through Web Images. Latent Embeddings for Col …
Paper Group ANR 235

Paper Group ANR 235

July 28, 2019

Learning Graphical Games from Behavioral Data: Sufficient and Necessary Conditions. Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge. Flexible Prior Distributions for Deep Generative Models. Aerial Spectral Su …
Paper Group ANR 236

Paper Group ANR 236

July 28, 2019

Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification. Energy Storage Arbitrage in Real-Time Markets via Reinforcement Learning. The Promise and Peril of Human Evaluation for Model Interpretability. VAE Learning via Stein Variational Gradient Descent. 3D Face Reconstruction with Region Based Best Fit Blending Using Mob …
Paper Group ANR 237

Paper Group ANR 237

July 28, 2019

On the Universality of Memcomputing Machines. Weight-based Fish School Search algorithm for Many-Objective Optimization. An Unsupervised Game-Theoretic Approach to Saliency Detection. Logic Programming approaches for routing fault-free and maximally-parallel Wavelength Routed Optical Networks on Chip (Application paper). A Deep Learning Model for T …
Paper Group ANR 238

Paper Group ANR 238

July 28, 2019

Nationality Classification Using Name Embeddings. On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes. Abstract Argumentation / Persuasion / Dynamics. Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. Convergence Results for Neural Networks via Elec …
Paper Group ANR 239

Paper Group ANR 239

July 28, 2019

Intelligent Subset Selection of Power Generators for Economic Dispatch. 4d isip: 4d implicit surface interest point detection. Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning. Isomorphism between Differential and Moment Invariants under Affine Transform. Using Global Constraints and Reranking to Improve Cogna …
Paper Group ANR 240

Paper Group ANR 240

July 28, 2019

Multivariate Regression with Gross Errors on Manifold-valued Data. Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. Care about you: towards large-scale human-centric …
Paper Group ANR 241

Paper Group ANR 241

July 28, 2019

Cheryl’s Birthday. Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN. Approximation of probability density functions on the Euclidean group parametrized by dual quaternions. Job Detection in Twitter. Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons. Accurate Motion Estimation through Random Sample …
Paper Group ANR 242

Paper Group ANR 242

July 28, 2019

Discriminative Block-Diagonal Representation Learning for Image Recognition. Learning Correspondence Structures for Person Re-identification. Uncovering Group Level Insights with Accordant Clustering. SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. On the convergence properties of a $K$-step averaging …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 244

Paper Group ANR 244

July 28, 2019

Revisiting revisits in trajectory recommendation. Gaussian-Dirichlet Posterior Dominance in Sequential Learning. Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning. Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. Artificial Intelligence and Economic Theori …