[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 987
January 28, 2020

Paper Group ANR 987

Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks. Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels. Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. InfoMask: Masked Variational Latent Representation to Localize Chest Disease. It …

Paper Group ANR 988

Paper Group ANR 988

January 28, 2020

Using Quantifier Elimination to Enhance the Safety Assurance of Deep Neural Networks. Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices. Estimation of Spectral Risk Measures. Generating an Explainable ECG Beat Space With Variational Auto-Encoders. SchrödingeRNN: Generative Modeling of Raw Audio as a Con …
Paper Group ANR 989

Paper Group ANR 989

January 28, 2020

Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm. An attempt at beating the 3D U-Net. Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees. End-to-End Learning Deep CRF models for Multi-Object Tracking. Robust Membership Encoding: Inference Attacks and Copyright Protection for …
Paper Group ANR 990

Paper Group ANR 990

January 28, 2020

Sinogram interpolation for sparse-view micro-CT with deep learning neural network. SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A novel approach to train Convolutional Neural Networks on lung CT scans using binary labels only. A Novel Approach for Partial Fingerprint Identification to Mitigate MasterPrint Generation. Conditional …
Paper Group ANR 991

Paper Group ANR 991

January 28, 2020

Two-stage Training for Chinese Dialect Recognition. Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks. Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes. Adversarial Training for Multilingual Acoustic Modeling. Assessing the Benchmarking Capacity of Machine Reading Comprehension Datase …
Paper Group ANR 992

Paper Group ANR 992

January 28, 2020

Exploring sentence informativeness. DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. secml: A Python Library for Secure and Explainable Machine Learning. Extraction and Analysis of Clinically Important Follow-up Recommendations in a Large Radiology Dataset. Real-time Claim Detection from News Articles an …
Paper Group ANR 993

Paper Group ANR 993

January 28, 2020

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals. Class-dependent Compression of Deep Neural Networks. Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. Radiological imag …
Paper Group ANR 994

Paper Group ANR 994

January 28, 2020

Order Matters at Fanatics Recommending Sequentially Ordered Products by LSTM Embedded with Word2Vec. Using multi-task learning to improve the performance of acoustic-to-word and conventional hybrid models. A stochastic alternating minimizing method for sparse phase retrieval. Convex Reconstruction of Structured Matrix Signals from Linear Measuremen …
Paper Group ANR 995

Paper Group ANR 995

January 28, 2020

Multiagent Evaluation under Incomplete Information. Full error analysis for the training of deep neural networks. Novelty Detection and Learning from Extremely Weak Supervision. Multiple Style-Transfer in Real-Time. Dataset Growth in Medical Image Analysis Research. FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network. The Error-F …
Paper Group ANR 996

Paper Group ANR 996

January 28, 2020

From Receptive to Productive: Learning to Use Confusing Words through Automatically Selected Example Sentences. Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning. Robust Super-Resolution GAN, with Manifold-based and Perception Loss. Blood lactate concentration prediction in critical care patients: handling missing values. …
Paper Group ANR 997

Paper Group ANR 997

January 28, 2020

On a convergence property of a geometrical algorithm for statistical manifolds. Theme Aware Aesthetic Distribution Prediction with Full Resolution Photos. SRGAN: Training Dataset Matters. Ship Instance Segmentation From Remote Sensing Images Using Sequence Local Context Module. Implicit Pairs for Boosting Unpaired Image-to-Image Translation. PHYRE: …
Paper Group ANR 998

Paper Group ANR 998

January 28, 2020

A note on ‘A fully parallel 3D thinning algorithm and its applications’. Provably Correct Learning Algorithms in the Presence of Time-Varying Features Using a Variational Perspective. Estimation of Tissue Oxygen Saturation from RGB images and Sparse Hyperspectral Signals based on Conditional Generative Adversarial Network. Assembly line balancing w …
Paper Group ANR 999

Paper Group ANR 999

January 28, 2020

Increasing the Generalisation Capacity of Conditional VAEs. Unsupervised Question Answering by Cloze Translation. A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics. Cross-Modal Data Programming Enables Rapid Medical Machine Learning. Plain Eng …
Paper Group ANR 1068

Paper Group ANR 1068

January 27, 2020

Siam R-CNN: Visual Tracking by Re-Detection. Improve Object Detection by Data Enhancement based on Generative Adversarial Nets. RED: A ReRAM-based Deconvolution Accelerator. VAE-based regularization for deep speaker embedding. AANet: Attribute Attention Network for Person Re-Identifications. LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Inform …
Paper Group ANR 1069

Paper Group ANR 1069

January 27, 2020

A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis. Machine learning for subgroup discovery under treatment effect. Unsupervised Domain Adaptation using Graph Transduction Games. ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Autom …
Paper Group ANR 1070

Paper Group ANR 1070

January 27, 2020

A Geometric Perspective on Optimal Representations for Reinforcement Learning. The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. Marginally-calibrated deep distributional regression. Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. Classification of Two-channel Sign …
Paper Group ANR 1071

Paper Group ANR 1071

January 27, 2020

Vocal Interactivity in Crowds, Flocks and Swarms: Implications for Voice User Interfaces. SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches. Searching News Articles Using an Event Knowledge Graph Leveraged by Wikidata. Change Detection in Noisy Dynamic Networks: A Spectral Embedding Approach. Revisiting Adversarial A …
Paper Group ANR 1072

Paper Group ANR 1072

January 27, 2020

Alleviating Label Switching with Optimal Transport. On Estimating Maximum Sum Rate of MIMO Systems with Successive Zero-Forcing Dirty Paper Coding and Per-antenna Power Constraint. Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow. Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations. Weighted P …
Paper Group ANR 1073

Paper Group ANR 1073

January 27, 2020

AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. Toward Automated Quest Generation in Text-Adventure Games. PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation. Real-Time Dense Stereo Embedded in A UAV for Road Inspection. A fast multi-object tracking system using an object detector ensemble. SDC - Stacked Dilated Conv …
Paper Group ANR 1074

Paper Group ANR 1074

January 27, 2020

Adaptive Generation of Phantom Limbs Using Visible Hierarchical Autoencoders. Graph Learning Network: A Structure Learning Algorithm. Efficient Private Algorithms for Learning Large-Margin Halfspaces. FOBE and HOBE: First- and High-Order Bipartite Embeddings. Large Scale Organization and Inference of an Imagery Dataset for Public Safety. Hierarchic …
Paper Group ANR 1075

Paper Group ANR 1075

January 27, 2020

Mixture-Model-based Bounding Box Density Estimation for Object Detection. Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets. Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding. Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation. MinWikiSplit: …
Paper Group ANR 1076

Paper Group ANR 1076

January 27, 2020

Functional Correlations in the Pursuit of Performance Assessment of Classifiers. New nonasymptotic convergence rates of stochastic proximal pointalgorithm for convex optimization problems with many constraints. Robby is Not a Robber (anymore): On the Use of Institutions for Learning Normative Behavior. Using theoretical ROC curves for analysing mac …
Paper Group ANR 1077

Paper Group ANR 1077

January 27, 2020

Towards Efficient Discrete Integration via Adaptive Quantile Queries. Data Interpretation Support in Rescue Operations: Application for French Firefighters. A Bayesian Approach to Modelling Longitudinal Data in Electronic Health Records. Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. ACTNET: end-to-end learn …
Paper Group ANR 1078

Paper Group ANR 1078

January 27, 2020

Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions. Constrained Thompson Sampling for Wireless Link Optimization. Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos. A Stochastic Gradient Method with Biased Estimation for Faster Nonconvex Optimization. Analysis Co …
Paper Group ANR 1079

Paper Group ANR 1079

January 27, 2020

Reachability and Coverage Planning for Connected Agents: Extended Version. Amora: Black-box Adversarial Morphing Attack. Dynamic Graph Attention for Referring Expression Comprehension. Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images. Detection of LDDoS Atta …
Paper Group ANR 1080

Paper Group ANR 1080

January 27, 2020

Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. How to improve CNN-based 6-DoF camera pose estimation. Linking Art through Human Poses. Solving The Exam Scheduling Problems in Central Exams With Genetic Algorithms. Training Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text. M …
Paper Group ANR 1081

Paper Group ANR 1081

January 27, 2020

A Power Efficient Artificial Neuron Using Superconducting Nanowires. A joint text mining-rank size investigation of the rhetoric structures of the US Presidents’ speeches. NeuralHydrology – Interpreting LSTMs in Hydrology. Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network. Annotation and Classification of Sentence-le …
Paper Group ANR 1082

Paper Group ANR 1082

January 27, 2020

Designing Game of Theorems. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering. TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning. Grouping Capsules Based Different Types. 3D Hand Shape and Pose from Images in the Wild. StacNAS: Towards Stable and Consistent Differentiable Neural Architec …