[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 262
October 19, 2019

Paper Group ANR 262

Solving stochastic differential equations and Kolmogorov equations by means of deep learning. A Novel Domain Adaptation Framework for Medical Image Segmentation. Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes. AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks. Weakly-Supervised Learn …

Paper Group ANR 263

Paper Group ANR 263

October 19, 2019

Online Collective Animal Movement Activity Recognition. A Study on Deep Learning Based Sauvegrain Method for Measurement of Puberty Bone Age. LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering. Variational based Mixed Noise Removal with CNN Deep Learning Regularization. A Multi-Layer Approach to Superpixel-based Higher-ord …
Paper Group ANR 264

Paper Group ANR 264

October 19, 2019

Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision. Multi-Level Factorisation Net for Person Re-Identification. Intrinsic dimension and its application to association rules. Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images. Consistent estimation of the max-flow problem: Towards unsupervised i …
Paper Group ANR 265

Paper Group ANR 265

October 19, 2019

Combined convolutional and recurrent neural networks for hierarchical classification of images. Glottal Closure Instants Detection From Pathological Acoustic Speech Signal Using Deep Learning. Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch. Learning automata based SVM for intrusion detection. Multi-Agent …
Paper Group ANR 266

Paper Group ANR 266

October 19, 2019

M4CD: A Robust Change Detection Method for Intelligent Visual Surveillance. Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum. Distribution-Free Uncertainty Quantification for Kernel Methods by Gradient Perturbations. Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds. ORGaNICs: A Theory of Workin …
Paper Group ANR 267

Paper Group ANR 267

October 19, 2019

A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting. Catching Loosely Synchronized Behavior in Face of Camouflage. Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks. A Compact Network Learning Model for Distribution Regression. CoSpace: Common Subspace Lear …
Paper Group ANR 268

Paper Group ANR 268

October 19, 2019

Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction. Distributed Anomaly Detection using Autoencoder Neural Networks in WSN for IoT. Circular Antenna Array Design for Breast Cancer Detection. Inferring Multidimensional Rates of Aging from Cross-Sectional Data. Enhancing Cooperative Coevolution for Large Scale …
Paper Group ANR 269

Paper Group ANR 269

October 19, 2019

Multi-Source Neural Machine Translation with Data Augmentation. Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks. On the Transferability of Representations in Neural Networks Between Datasets and Tasks. Towards Understanding the Generalization Bias of Two Layer Convolutional Li …
Paper Group ANR 270

Paper Group ANR 270

October 19, 2019

Partitioned Variational Inference: A unified framework encompassing federated and continual learning. BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint. Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation. The Barbados 2018 List of Open Issues in Continual Learning. Closed- …
Paper Group ANR 271

Paper Group ANR 271

October 19, 2019

Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch. Data-driven Blockbuster Planning on Online Movie Knowledge Library. Fast determinantal point processes via distortion-free intermediate sampling. Quantization Error as a Metric for Dynamic Precision Scaling in Neural Net Training. Multi-Task Determinantal Point Proces …
Paper Group ANR 272

Paper Group ANR 272

October 19, 2019

The Complexity of Learning Acyclic Conditional Preference Networks. Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms. Improving Deep Learning through Automatic Programming. Modality-based Factorization for Multimodal Fusion. Nonparametric Testing under Random Projection. First Impressions: A Survey on Visio …
Paper Group ANR 273

Paper Group ANR 273

October 19, 2019

A Brain-Inspired Trust Management Model to Assure Security in a Cloud based IoT Framework for Neuroscience Applications. Using Automatic Generation of Relaxation Constraints to Improve the Preimage Attack on 39-step MD4. Skeptical Deep Learning with Distribution Correction. Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. Multi …
Paper Group ANR 274

Paper Group ANR 274

October 19, 2019

Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders. Low-Rank Phase Retrieval via Variational Bayesian Learning. Specifying and Verbalising Answer Set Programs in Controlled Natural Language. Training convolutional neural networks with megapixel images. Neural Network-Based Approach t …
Paper Group ANR 275

Paper Group ANR 275

October 19, 2019

EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning. SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties. Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency. Visual Semantic Re-ranker …
Paper Group ANR 276

Paper Group ANR 276

October 19, 2019

Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces. Overhead Detection: Beyond 8-bits and RGB. Counterfactual Mean Embeddings. Semiparametrical Gaussian Processes Learning of Forward Dynamical Models for Navigating in a Circular Maze. Dependency-based Hybrid Trees for Semantic Parsing. Distinct patterns of syntactic a …
Paper Group ANR 277

Paper Group ANR 277

October 19, 2019

Low-Latency Neural Speech Translation. Long-time predictive modeling of nonlinear dynamical systems using neural networks. Accurate brain extraction using Active Shape Model and Convolutional Neural Networks. Multiple Models for Recommending Temporal Aspects of Entities. A pooling based scene text proposal technique for scene text reading in the wi …
Paper Group ANR 278

Paper Group ANR 278

October 19, 2019

A Survey on Open Information Extraction. Exploring Hierarchy-Aware Inverse Reinforcement Learning. Simplifying Reward Design through Divide-and-Conquer. Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach. Representation Learning for Resource Usage Prediction. The Diagrammatic AI Language …
Paper Group ANR 279

Paper Group ANR 279

October 19, 2019

Gait learning for soft microrobots controlled by light fields. Can rationality be measured?. Entropy Maximization for Markov Decision Processes Under Temporal Logic Constraints. Improved Visual Relocalization by Discovering Anchor Points. Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes. Effect of data red …
Paper Group ANR 280

Paper Group ANR 280

October 19, 2019

Precision Medicine as an Accelerator for Next Generation Cognitive Supercomputing. A Data Analytics Framework for Aggregate Data Analysis. Adding New Tasks to a Single Network with Weight Transformations using Binary Masks. Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification. Evaluation of Momentum Diverse …
Paper Group ANR 281

Paper Group ANR 281

October 19, 2019

Calculating the Midsagittal Plane for Symmetrical Bilateral Shapes: Applications to Clinical Facial Surgical Planning. Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics. Semidefinite relaxations for certifying robustness to adversarial examples. DRUNET: A Dilated-Residual U-Net Deep Learning Net …
Paper Group ANR 282

Paper Group ANR 282

October 19, 2019

Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles. Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data. VINE: An Open Source Interactive Data Visualization Tool for Neuroevolution. Optimal Parameter Choices via Precise Black-Box Analysis. …
Paper Group ANR 283

Paper Group ANR 283

October 19, 2019

Map matching when the map is wrong: Efficient vehicle tracking on- and off-road for map learning. Visual Diagnostics for Deep Reinforcement Learning Policy Development. IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems. Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitat …
Paper Group ANR 284

Paper Group ANR 284

October 19, 2019

Poisoning Behavioral Malware Clustering. Feature Dimensionality Reduction for Video Affect Classification: A Comparative Study. Helping or Hurting? Predicting Changes in Users’ Risk of Self-Harm Through Online Community Interactions. Multimodal Explanations by Predicting Counterfactuality in Videos. Sensitivity based Neural Networks Explanations. N …
Paper Group ANR 285

Paper Group ANR 285

October 19, 2019

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. The Variational Deficiency Bottleneck. A Deep Error Correction Network for Compressed Sensing MRI. Regional Priority Based Anomaly Detection using Autoencoders. Network Enhancement: a general method to denoise weighted biological networks. Dynamic …
Paper Group ANR 286

Paper Group ANR 286

October 19, 2019

Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing. Learning State Representations in Complex Systems with Multimodal Data. Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. Machine Learning Enabled Computational Screening of Inorganic Solid Elect …
Paper Group ANR 287

Paper Group ANR 287

October 19, 2019

Deep Learning for End-to-End Automatic Target Recognition from Synthetic Aperture Radar Imagery. A Many-Objective Evolutionary Algorithm Based on Decomposition and Local Dominance. On the Effectiveness of Simple Success-Based Parameter Selection Mechanisms for Two Classical Discrete Black-Box Optimization Benchmark Problems. RGCNN: Regularized Grap …
Paper Group ANR 288

Paper Group ANR 288

October 19, 2019

Real-time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. Adversarial Label Learning. A Proposal of Interactive Growing Hierarchical SOM. End-to-End Sound Source Separation Conditioned On Instrument Labels. Video Smoke Detection Based on Deep Saliency Network. Neural Image Compression for Gigapixel Histopathology Image Ana …
Paper Group ANR 289

Paper Group ANR 289

October 19, 2019

Computational Approaches for Stochastic Shortest Path on Succinct MDPs. Attribute-aware Face Aging with Wavelet-based Generative Adversarial Networks. Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction. Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation …