[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 523
January 29, 2020

Paper Group ANR 523

Improving Discrete Latent Representations With Differentiable Approximation Bridges. Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem. MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data. Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach. Inverse R …

Paper Group ANR 524

Paper Group ANR 524

January 29, 2020

Depth Camera Based Particle Filter for Robotic Osteotomy Navigation. Unsupervised Detection of Distinctive Regions on 3D Shapes. Deep 3D Convolutional Neural Network for Automated Lung Cancer Diagnosis. Governance by Glass-Box: Implementing Transparent Moral Bounds for AI Behaviour. Towards Structured Evaluation of Deep Neural Network Supervisors. …
Paper Group ANR 525

Paper Group ANR 525

January 29, 2020

Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach. Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations. A spiking neural algorithm for the Network Flow problem. Resource Allocation in Mobility-Aware Federated Learning Networks: A D …
Paper Group ANR 526

Paper Group ANR 526

January 29, 2020

MRI to CT Translation with GANs. Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation. Noisier2Noise: Learning to Denoise from Unpaired Noisy Data. VrR-VG: Refocusing Visually-Relevant Relationships. Accelerating Deconvolution on Unmodified CNN Accelerators for Generative Adversarial Networks – A Software Approach. Fully …
Paper Group ANR 527

Paper Group ANR 527

January 29, 2020

Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception. Towards Understanding the Importance of Shortcut Connections in Residual Networks. Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training. Facial Makeup Transfer Combining Illumination Transfe …
Paper Group ANR 528

Paper Group ANR 528

January 29, 2020

$b$-Bit Sketch Trie: Scalable Similarity Search on Integer Sketches. First order expansion of convex regularized estimators. Explaining Predictions from Tree-based Boosting Ensembles. Commonsense Reasoning Using WordNet and SUMO: a Detailed Analysis. Can You Trust Your Model’s Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift. An i …
Paper Group ANR 529

Paper Group ANR 529

January 29, 2020

Seeing and Hearing Egocentric Actions: How Much Can We Learn?. ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65nm CMOS. Deep density ratio estimation for change point detection. Towards Distributed Logic Programming based on Computability Logic. On Simulation and Trajectory Prediction with G …
Paper Group ANR 530

Paper Group ANR 530

January 29, 2020

Modularity as a Means for Complexity Management in Neural Networks Learning. An Approach to Characterize Graded Entailment of Arguments through a Label-based Framework. QDNN: DNN with Quantum Neural Network Layers. Training capsules as a routing-weighted product of expert neurons. Impressive computational acceleration by using machine learning for …
Paper Group ANR 531

Paper Group ANR 531

January 29, 2020

Heterogeneous Network Motifs. Bilinear discriminant feature line analysis for image feature extraction. Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation. Canada Protocol: an ethical checklist for the use of Artificial Intelligence in Suicide Prevention and Mental Health. Classification of Motorcycles using Ext …
Paper Group ANR 532

Paper Group ANR 532

January 29, 2020

Text Classification for Azerbaijani Language Using Machine Learning and Embedding. Mutual Information Scaling and Expressive Power of Sequence Models. Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts. Siamese Networks for Large-Scale Author Identification. Tackling Unit Commitment and Load Dispatch Problems Co …
Paper Group ANR 533

Paper Group ANR 533

January 29, 2020

Prediction and optimization of mechanical properties of composites using convolutional neural networks. Learning to Clean: A GAN Perspective. An encoding framework with brain inner state for natural image identification. Does Knowledge Transfer Always Help to Learn a Better Policy?. Likelihood Ratios and Generative Classifiers for Unsupervised Out- …
Paper Group ANR 534

Paper Group ANR 534

January 29, 2020

Visual Space Optimization for Zero-shot Learning. Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing. Degrees of Freedom Analysis of Unrolled Neural Networks. Control-Tutored Reinforcement Learning. Joint Concept Matching based Learning for Zero-Shot Recognition. Forget the Learning Rate, Dec …
Paper Group ANR 535

Paper Group ANR 535

January 29, 2020

Random Bias Initialization Improving Binary Neural Network Training. Performance Advantages of Deep Neural Networks for Angle of Arrival Estimation. Improved Generalization Bound of Group Invariant / Equivariant Deep Networks via Quotient Feature Space. Rapid online learning and robust recall in a neuromorphic olfactory circuit. Dynamic Origin-Dest …
Paper Group ANR 536

Paper Group ANR 536

January 29, 2020

Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability. An Enhanced Machine Learning-based Biometric Authentication System Using RR-Interval Framed Electrocardiograms. Semi-supervised Acoustic Event Detection based on tri-training. Visual-Thermal Landmarks and Inertial Fusion for Navigati …
Paper Group ANR 537

Paper Group ANR 537

January 29, 2020

Approximate Inference in Structured Instances with Noisy Categorical Observations. Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data. Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning. City-scale Road Extraction from Satellite Imagery. Unsupervised Deep Feature Transfer for Low R …
Paper Group ANR 538

Paper Group ANR 538

January 29, 2020

Quantum Speedup in Adaptive Boosting of Binary Classification. Dying ReLU and Initialization: Theory and Numerical Examples. Graph Embedding VAE: A Permutation Invariant Model of Graph Structure. Learning event representations in image sequences by dynamic graph embedding. Representation Learning of EHR Data via Graph-Based Medical Entity Embedding …
Paper Group ANR 539

Paper Group ANR 539

January 29, 2020

How Good is SGD with Random Shuffling?. Connecting exciton diffusion with surface roughness via deep learning. On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. Bayesian sparse convex clustering via global-local shrinkage priors. NASIB: Neural Archit …
Paper Group ANR 540

Paper Group ANR 540

January 29, 2020

An Automated Deep Learning Approach for Bacterial Image Classification. Embarrassingly parallel MCMC using deep invertible transformations. Region and Object based Panoptic Image Synthesis through Conditional GANs. To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks. 2SDR: Two Stage Dimension Reduction to Denoise Cryo-EM Im …
Paper Group ANR 541

Paper Group ANR 541

January 29, 2020

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution. Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning. Assessing The Factual Accuracy of Generated Text. Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data. Transfer Lear …
Paper Group ANR 542

Paper Group ANR 542

January 29, 2020

A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal Experiments. Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning. ABI Neural Ensemble Model for Gender Prediction Adapt Bar-Ilan Submission for the CLIN29 Shared Task on Gender Prediction. Towards Understanding the Spect …
Paper Group ANR 543

Paper Group ANR 543

January 29, 2020

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. One-Shot Weakly Supervised Video Object Segmentation. Efficient Video Semantic Segmentation with Labels Propagation and Refinement. Integer Programming for Learning Directed Acyclic Graphs from Continuous Data. Symmetric block-low-rank layers for fully reversib …
Paper Group ANR 544

Paper Group ANR 544

January 29, 2020

Learning Relational Representations with Auto-encoding Logic Programs. Nonlinear Dipole Inversion (NDI) enables Quantitative Susceptibility Mapping (QSM) without parameter tuning. Are Nearby Neighbors Relatives?: Testing Deep Music Embeddings. Proximal Langevin Algorithm: Rapid Convergence Under Isoperimetry. LAVAE: Disentangling Location and Appea …
Paper Group ANR 545

Paper Group ANR 545

January 29, 2020

Proceedings of the twelfth Workshop on Answer Set Programming and Other Computing Paradigms 2019. Perspective Taking in Deep Reinforcement Learning Agents. Unsupervised Context Rewriting for Open Domain Conversation. Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management. A^2-Net: Molecular Structure Estimation from …
Paper Group ANR 546

Paper Group ANR 546

January 29, 2020

Long-Term Progress and Behavior Complexification in Competitive Co-Evolution. Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech. LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction. Employ Multimodal Machine Learning for Content quality analysis. Implicit Dimension Ide …
Paper Group ANR 547

Paper Group ANR 547

January 29, 2020

Learning to Make Generalizable and Diverse Predictions for Retrosynthesis. Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis. Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video. Architecture-aware Network Pruning for Vision Quality Applications. SPFlow …
Paper Group ANR 548

Paper Group ANR 548

January 29, 2020

Machine learning and glioma imaging biomarkers. Splitting Methods for Convex Bi-Clustering and Co-Clustering. Learning Multilingual Word Embeddings Using Image-Text Data. PVSS: A Progressive Vehicle Search System for Video Surveillance Networks. Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces. Towards vision-based robotic skins: a …
Paper Group ANR 549

Paper Group ANR 549

January 29, 2020

The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge. Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. The Chan-Vese Model with Elastica and Landmark Constraints for Image Segmentation. BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues. Exploring Self-A …
Paper Group ANR 550

Paper Group ANR 550

January 29, 2020

Is it a Fruit, an Apple or a Granny Smith? Predicting the Basic Level in a Concept Hierarchy. Multi-Objective Pruning for CNNs Using Genetic Algorithm. Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition. Exploration via Sample-Efficient Subgoal Design. Multi-Channel Graph Convolutional Networks. Coloring gra …