[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1101
October 16, 2019

Paper Group ANR 1101

Image denoising through bivariate shrinkage function in framelet domain. Mitigation of Adversarial Attacks through Embedded Feature Selection. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce. Real-Valued Evolutio …

Paper Group ANR 1102

Paper Group ANR 1102

October 16, 2019

Robust Bayesian Model Selection for Variable Clustering with the Gaussian Graphical Model. Automatic Summarization of Student Course Feedback. Learning with Interpretable Structure from Gated RNN. Stationary Geometric Graphical Model Selection. AgileNet: Lightweight Dictionary-based Few-shot Learning. No New-Net. Degrees of Freedom and Model Select …
Paper Group ANR 1103

Paper Group ANR 1103

October 16, 2019

Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd. Video Compression through Image Interpolation. Convolutional Sparse Coding for High Dynamic Range Imaging. Distribution Discrepancy Maximization for Image Privacy Preserving. Can We Assess Mental Health through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation. Evo …
Paper Group ANR 1104

Paper Group ANR 1104

October 16, 2019

Extreme Adaptation for Personalized Neural Machine Translation. Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration. TrQuery: An Embedding-based Framework for Recommanding SPARQL Queries. Pattern Recognition Approach to Violin Shapes of MIMO database. Detecting Satire in the News with Machine Learning. CrowdCam: Dynami …
Paper Group ANR 1105

Paper Group ANR 1105

October 16, 2019

Efficiently testing local optimality and escaping saddles for ReLU networks. Parameter Re-Initialization through Cyclical Batch Size Schedules. Newton-Krylov PDE-constrained LDDMM in the space of band-limited vector fields. Game Tree Search in a Robust Multistage Optimization Framework: Exploiting Pruning Mechanisms. Stochastic Neighbor Embedding u …
Paper Group ANR 1106

Paper Group ANR 1106

October 16, 2019

Computationally Efficient Approaches for Image Style Transfer. Revisiting Adversarial Risk. IMS at the PolEval 2018: A Bulky Ensemble Depedency Parser meets 12 Simple Rules for Predicting Enhanced Dependencies in Polish. Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition. Semantic Frame Parsing for Information Extraction : the …
Paper Group ANR 1107

Paper Group ANR 1107

October 16, 2019

Texture Synthesis Guided Deep Hashing for Texture Image Retrieval. Neural Conditional Gradients. Learning Cross-lingual Distributed Logical Representations for Semantic Parsing. WEBCA: Weakly-Electric-Fish Bioinspired Cognitive Architecture. Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information. Beyond Context: Ex …
Paper Group ANR 1108

Paper Group ANR 1108

October 16, 2019

Unsupervised learning with sparse space-and-time autoencoders. Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time. ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers. SFV: Reinforcement Learning of Physical Skills from Videos. Efficient Interpretation of Deep L …
Paper Group ANR 1109

Paper Group ANR 1109

October 16, 2019

Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing. Medical Images Analysis in Cancer Diagnostic. Limits on representing Boolean functions by linear combinations of simple functions: thresholds, ReLUs, and low-degree polynomials. Towards Non-Parametric Learning to Rank. Bag-of-Visual-Words for Signature-Based Multi-Scri …
Paper Group ANR 1110

Paper Group ANR 1110

October 16, 2019

Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning. Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. Encoderless Gimbal Calibration of Dynamic Multi-Camera Clusters. Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation …
Paper Group ANR 1111

Paper Group ANR 1111

October 16, 2019

Learning Representations in Model-Free Hierarchical Reinforcement Learning. Electric Vehicle Driver Clustering using Statistical Model and Machine Learning. Deep Curiosity Search: Intra-Life Exploration Can Improve Performance on Challenging Deep Reinforcement Learning Problems. Observe and Look Further: Achieving Consistent Performance on Atari. H …
Paper Group ANR 1112

Paper Group ANR 1112

October 16, 2019

SciSports: Learning football kinematics through two-dimensional tracking data. Adversarial Noise Attacks of Deep Learning Architectures – Stability Analysis via Sparse Modeled Signals. On the Randomized Complexity of Minimizing a Convex Quadratic Function. Robust Actor-Critic Contextual Bandit for Mobile Health (mHealth) Interventions. Conducting …
Paper Group ANR 1113

Paper Group ANR 1113

October 16, 2019

Make $\ell_1$ Regularization Effective in Training Sparse CNN. Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning. Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture. Learning from Informants: Relations between Learning Success Criteria. Estimating Total Search Space Size for Specific Piece Sets in Che …
Paper Group ANR 1114

Paper Group ANR 1114

October 16, 2019

DeepISP: Towards Learning an End-to-End Image Processing Pipeline. Constrained speaker diarization of TV series based on visual patterns. Weakly Supervised Active Learning with Cluster Annotation. Audiovisual speaker diarization of TV series. Second-order Democratic Aggregation. Class-Aware Adversarial Lung Nodule Synthesis in CT Images. Learning L …
Paper Group ANR 1115

Paper Group ANR 1115

October 16, 2019

Mining Sub-Interval Relationships In Time Series Data. Finding Person Relations in Image Data of the Internet Archive. Auto-Encoding Total Correlation Explanation. A Fast Text Similarity Measure for Large Document Collections using Multi-reference Cosine and Genetic Algorithm. EagleEye: Attack-Agnostic Defense against Adversarial Inputs (Technical …
Paper Group ANR 1116

Paper Group ANR 1116

October 16, 2019

An Unsupervised Model with Attention Autoencoders for Question Retrieval. Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. Building Jiminy Cricket: An Architecture for Moral Agreements Among Stakeholders. Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model. Learning how to be robust: …
Paper Group ANR 1117

Paper Group ANR 1117

October 16, 2019

BPE and CharCNNs for Translation of Morphology: A Cross-Lingual Comparison and Analysis. PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks. OptStream: Releasing Time Series Privately. Image Captioning based on Deep Reinforcement Learning. Towards End-to-End Code-Switching Speech Recognition. A Progressively-trained …
Paper Group ANR 1118

Paper Group ANR 1118

October 16, 2019

Naive Bayes Entrapment Detection for Planetary Rovers. Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent. $\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space. Theoretical Guarantees of Deep Embedding Losses Under Label Noise. Deceiving End-to-End Deep Learning Malware Detec …
Paper Group ANR 1119

Paper Group ANR 1119

October 16, 2019

Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction. KonIQ-10k: Towards an ecologically valid and large-scale IQA database. Deep Energy Estimator Networks. New Feature Detection Mechanism for Extended Kalman Filter Based Monocular SLAM with 1-Point RANSAC. Left Vent …
Paper Group ANR 1120

Paper Group ANR 1120

October 16, 2019

Novelty Detection Meets Collider Physics. Phrase Table as Recommendation Memory for Neural Machine Translation. Population Anomaly Detection through Deep Gaussianization. Piano Genie. Annotation Artifacts in Natural Language Inference Data. Towards Machine Learning Induction. Deep contextualized word representations for detecting sarcasm and irony. …
Paper Group ANR 1121

Paper Group ANR 1121

October 16, 2019

Fundamental Resource Trade-offs for Encoded Distributed Optimization. Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy. Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images. Generating Talking Face Landmarks from Speech. Unsupervised Object …
Paper Group ANR 1122

Paper Group ANR 1122

October 16, 2019

Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference. Spectral feature scaling method for supervised dimensionality reduction. Log-Scale Shrinkage Priors and Adaptive Bayesian Global-Local Shrinkage Estimation. Multi-range Reasoning for Machine Comprehension. Sparse 3D Point-cloud Map Upsampling and Noise R …
Paper Group ANR 1123

Paper Group ANR 1123

October 16, 2019

Brain Tumor Type Classification via Capsule Networks. Personalizing Intervention Probabilities By Pooling. A shortest-path based clustering algorithm for joint human-machine analysis of complex datasets. Pairwise Body-Part Attention for Recognizing Human-Object Interactions. Deep Reinforcement Learning for Resource Management in Network Slicing. De …
Paper Group ANR 1124

Paper Group ANR 1124

October 16, 2019

Lazy Modeling of Variants of Token Swapping Problem and Multi-agent Path Finding through Combination of Satisfiability Modulo Theories and Conflict-based Search. VideoCapsuleNet: A Simplified Network for Action Detection. Active Learning with Logged Data. Multi-Sensor Integration for Indoor 3D Reconstruction. Assigning a Grade: Accurate Measurement …
Paper Group ANR 1125

Paper Group ANR 1125

October 16, 2019

Person Re-Identification by Semantic Region Representation and Topology Constraint. Rigid Point Registration with Expectation Conditional Maximization. Transfer Learning for Improving Speech Emotion Classification Accuracy. Characterizing Diseases and disorders in Gay Users’ tweets. A General Framework for Counterfactual Learning-to-Rank. Enhancing …
Paper Group ANR 1126

Paper Group ANR 1126

October 16, 2019

A novel graph-based model for hybrid recommendations in cold-start scenarios. On an improvement of LASSO by scaling. Sequential Neural Methods for Likelihood-free Inference. Multi-armed Bandits with Compensation. Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study. CT Super-resolution GAN Constrained by th …
Paper Group ANR 1127

Paper Group ANR 1127

October 16, 2019

The Complexity of Splitting Necklaces and Bisecting Ham Sandwiches. On the Graded Acceptability of Arguments in Abstract and Instantiated Argumentation. Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3. Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation. The Capacity Constrained Facility Location problem …
Paper Group ANR 1128

Paper Group ANR 1128

October 16, 2019

Deep Recurrent Neural Networks for Product Attribute Extraction in eCommerce. Automated Detection of Adverse Drug Reactions in the Biomedical Literature Using Convolutional Neural Networks and Biomedical Word Embeddings. SfMLearner++: Learning Monocular Depth & Ego-Motion using Meaningful Geometric Constraints. Adaptive Grey-Box Fuzz-Testing with T …