[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 196
January 31, 2020

Paper Group ANR 196

An Online Sample Based Method for Mode Estimation using ODE Analysis of Stochastic Approximation Algorithms. Instance-wise Depth and Motion Learning from Monocular Videos. Database Meets Deep Learning: Challenges and Opportunities. Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems. Gated Linear Networks. To …

Paper Group ANR 197

Paper Group ANR 197

January 31, 2020

Copy-Move Forgery Classification via Unsupervised Domain Adaptation. Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation. Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting. Towards Optimal Structured CNN …
Paper Group ANR 198

Paper Group ANR 198

January 31, 2020

Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling. k-Same-Siamese-GAN: k-Same Algorithm with Generative Adversarial Network for Facial Image De-identification with Hyperparameter Tuning and Mixed Precision Training. A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition. End-to-End Moti …
Paper Group ANR 2

Paper Group ANR 2

January 31, 2020

Graph Neural News Recommendation with Long-term and Short-term Interest Modeling. Deformable Tube Network for Action Detection in Videos. Naive Bayes with Correlation Factor for Text Classification Problem. Conformance Checking Approximation using Subset Selection and Edit Distance. Optimal Robust Learning of Discrete Distributions from Batches. Id …
Paper Group ANR 20

Paper Group ANR 20

January 31, 2020

A GLCM Embedded CNN Strategy for Computer-aided Diagnosis in Intracerebral Hemorrhage. Multilingual Dialogue Generation with Shared-Private Memory. Progressive Cluster Purification for Transductive Few-shot Learning. On the Generalization Properties of Minimum-norm Solutions for Over-parameterized Neural Network Models. Learning Hybrid Representati …
Paper Group ANR 21

Paper Group ANR 21

January 31, 2020

How to Manipulate CNNs to Make Them Lie: the GradCAM Case. A Divergence Minimization Perspective on Imitation Learning Methods. Image captioning with weakly-supervised attention penalty. A Novel Continuous Representation of Genetic Programmings using Recurrent Neural Networks for Symbolic Regression. An Action Recognition network for specific targe …
Paper Group ANR 22

Paper Group ANR 22

January 31, 2020

High dynamic range image forensics using cnn. Efficient Querying from Weighted Binary Codes. Robust Optimisation Monte Carlo. Adaptive Learning Material Recommendation in Online Language Education. blessing in disguise: Designing Robust Turing Test by Employing Algorithm Unrobustness. Generative Teaching Networks: Accelerating Neural Architecture S …
Paper Group ANR 23

Paper Group ANR 23

January 31, 2020

Informing a BDI Player Model for an Interactive Narrative. Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem. Conservative Wasserstein Training for Pose Estimation. Fast and Secure Distributed Learning in High Dimension. Tactile Mapping and Localization from High-Resolution Tactile Imprints. Detecting to …
Paper Group ANR 24

Paper Group ANR 24

January 31, 2020

Accurate Face Detection for High Performance. RKHSMetaMod: An R package to estimate the Hoeffding decomposition of an unknown function by solving RKHS ridge group sparse optimization problem. Local Context Normalization: Revisiting Local Normalization. Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Network …
Paper Group ANR 25

Paper Group ANR 25

January 31, 2020

Likelihood-Free Overcomplete ICA and Applications in Causal Discovery. ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection. Knowing When to Stop: Evaluation and Verification of Conformity to Output-size Specifications. IPO: Interior-point Policy Optimization under Constraints. A Question Answer …
Paper Group ANR 26

Paper Group ANR 26

January 31, 2020

VeREFINE: Integrating Object Pose Verification with Iterative Physics-guided Refinement. Soft Contextual Data Augmentation for Neural Machine Translation. Quality-based Pulse Estimation from NIR Face Video with Application to Driver Monitoring. A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks. ALEX: An Updatable A …
Paper Group ANR 27

Paper Group ANR 27

January 31, 2020

Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image. Pretrain Soft Q-Learning with Imperfect Demonstrations. Temporal Analysis of Reddit Networks via Role Embeddings. When Labelled Data Hurts: Deep Semi-Supervised Classification with the Graph 1-Laplacian. Knowledge Distillation via Route Constrained Optimization. A …
Paper Group ANR 28

Paper Group ANR 28

January 31, 2020

NeckSense: A Multi-Sensor Necklace for Detecting Eating Activities in Free-Living Conditions. Heavy-ball Algorithms Always Escape Saddle Points. Ambient Lighting Generation for Flash Images with Guided Conditional Adversarial Networks. Combating Adversarial Misspellings with Robust Word Recognition. Multi-Head Attention with Diversity for Learning …
Paper Group ANR 29

Paper Group ANR 29

January 31, 2020

Automatic Argument Quality Assessment – New Datasets and Methods. Gaussian Sketching yields a J-L Lemma in RKHS. The relationship between Biological and Artificial Intelligence. A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach. Deep Learning-based Limited Feedback Designs for MIMO Systems. Functional advanta …
Paper Group ANR 3

Paper Group ANR 3

January 31, 2020

High-Performance Deep Learning via a Single Building Block. Realistic Ultrasonic Environment Simulation Using Conditional Generative Adversarial Networks. A Survey of Deep Learning-based Object Detection. Towards Explainable Deep Neural Networks (xDNN). Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution. …
Paper Group ANR 30

Paper Group ANR 30

January 31, 2020

Matrix Normal PCA for Interpretable Dimension Reduction and Graphical Noise Modeling. UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging. Event detection in Colombian security Twitter news using fine-grained latent topic analysis. Learning the dynamics of technical trading strategies. …
Paper Group ANR 31

Paper Group ANR 31

January 31, 2020

Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering. Fine-Grained Spoiler Detection from Large-Scale Review Corpora. Almost Sure Asymptotic Freeness of Neural Network Jacobian with Orthogonal Weights. Multi-Spectral Visual Odometry without Explicit Stereo Matching. If MaxEnt RL is the Answer, What is the Question?. Kinematic Syn …
Paper Group ANR 32

Paper Group ANR 32

January 31, 2020

Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos. Superpixel-based Color Transfer. Patent Claim Generation by Fine-Tuning OpenAI GPT-2. PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography. Adaptive Neuro Particle Swarm Optimization applied for diagnosing disorders. Kerne …
Paper Group ANR 33

Paper Group ANR 33

January 31, 2020

Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games. An Objectness Score for Accurate and Fast Detection during Navigation. Autonomous, Monocular, Vision-Based Snake Robot Navigation and Traversal of Cluttered Environments using Rectilinear Gait Motion. Machine Learning for AC Optimal Power Flow. Knowledge-guided Convolutional Ne …
Paper Group ANR 34

Paper Group ANR 34

January 31, 2020

Explaining Deep Learning Models with Constrained Adversarial Examples. Overview of the Ugglan Entity Discovery and Linking System. Pose Estimation for Non-Cooperative Rendezvous Using Neural Networks. Prior-based Domain Adaptive Object Detection for Hazy and Rainy Conditions. DCDB Wintermute: Enabling Online and Holistic Operational Data Analytics …
Paper Group ANR 35

Paper Group ANR 35

January 31, 2020

Optimize Cash Collection: Use Machine learning to Predicting Invoice Payment. Completion Reasoning Emulation for the Description Logic EL+. ActiveHNE: Active Heterogeneous Network Embedding. KerCNNs: biologically inspired lateral connections for classification of corrupted images. Learning Clustered Representation for Complex Free Energy Landscapes …
Paper Group ANR 36

Paper Group ANR 36

January 31, 2020

Outbound Translation User Interface Ptakopet: A Pilot Study. DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. Geometrization of deep networks for the interpretability of deep learning systems. Learn to Explain Efficiently via Neural Logic Inductive Learning. Robust Subspace Recovery with Adversarial Outliers. Classifying Diagr …
Paper Group ANR 37

Paper Group ANR 37

January 31, 2020

From Google Maps to a Fine-Grained Catalog of Street trees. Automated Activity Recognition of Construction Equipment Using a Data Fusion Approach. TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records. AutoML @ NeurIPS 2018 challenge: Design and Results. Parameter Estimation with the Ordered $\ell_{2}$ Regulariza …
Paper Group ANR 38

Paper Group ANR 38

January 31, 2020

A Progressive Visual Analytics Tool for Incremental Experimental Evaluation. A low-cost real-time 3D imaging system for contactless asthma observation. Global convergence of neuron birth-death dynamics. Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits. Product of Orthogonal Spheres Parameterization for Disentangled Representation …
Paper Group ANR 39

Paper Group ANR 39

January 31, 2020

A Review of Machine Learning Applications in Fuzzing. In Hindsight: A Smooth Reward for Steady Exploration. Complementary reinforcement learning towards explainable agents. What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?. One-Class Classification by Ensembles of Regression models – a detailed study. FisheyeMultiNet: Real-tim …
Paper Group ANR 4

Paper Group ANR 4

January 31, 2020

Cherenkov Detectors Fast Simulation Using Neural Networks. Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling. Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data. FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and Transparency. Fast video object segmentation with …
Paper Group ANR 40

Paper Group ANR 40

January 31, 2020

Simple but effective techniques to reduce biases. Learning the Right Expansion-ordering Heuristics for Satisfiability Testing in OWL Reasoners. DTN: A Learning Rate Scheme with Convergence Rate of $\mathcal{O}(1/t)$ for SGD. 3DBGrowth: volumetric vertebrae segmentation and reconstruction in magnetic resonance imaging. Multilingual Bottleneck Featur …
Paper Group ANR 41

Paper Group ANR 41

January 31, 2020

Uncertainty relations and fluctuation theorems for Bayes nets. Paradox in Deep Neural Networks: Similar yet Different while Different yet Similar. Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings. A Survey on Face Data Augmentation. NGO-GM: Natural Gradient Optimization for Graphical Models. More Data Can H …