[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 93
January 31, 2020

Paper Group ANR 93

SGP: Spotting Groups Polluting the Online Political Discourse. Sequential Neural Processes. Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework. Toward Automatic Threat Recognition for Airport X-ray Baggage Screening with Deep Convolutional Object Detection. Black-Box Inference for Non-Linear Latent Force Models. A Natural-la …

Paper Group ANR 94

Paper Group ANR 94

January 31, 2020

DeepMark: One-Shot Clothing Detection. Balancing Domain Gap for Object Instance Detection. Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods. Communication-Efficient Weighted Sampling and Quantile Summary for GBDT. A Compact Light Field Camera for Real-Time Depth Estimation. Learning Disentangled Representations of Sat …
Paper Group ANR 95

Paper Group ANR 95

January 31, 2020

Explaining Deep Neural Networks Using Spectrum-Based Fault Localization. Learning to Code: Coded Caching via Deep Reinforcement Learning. DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation. Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning. A Preliminary S …
Paper Group ANR 96

Paper Group ANR 96

January 31, 2020

Exponential Separations in Local Differential Privacy. Semantic filtering through deep source separation on microscopy images. Adaptive Robust Optimization with Nearly Submodular Structure. Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE). Localized Debiased Machine Learning: Efficient Estim …
Paper Group ANR 97

Paper Group ANR 97

January 31, 2020

Shared Predictive Cross-Modal Deep Quantization. Can We Derive Explicit and Implicit Bias from Corpus?. A Deterministic Approach to Avoid Saddle Points. Real-time processing of high-resolution video and 3D model-based tracking for remote towers. Abusive Language Detection with Graph Convolutional Networks. A Mean-Field Theory for Kernel Alignment w …
Paper Group ANR 98

Paper Group ANR 98

January 31, 2020

Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification. Deep Model Predictive Control with Online Learning for Complex Physical Systems. SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks. Asynchronous Online Federated Learning for Edge Devices. A Temporal Modul …
Paper Group ANR 99

Paper Group ANR 99

January 31, 2020

Improving Head Pose Estimation with a Combined Loss and Bounding Box Margin Adjustment. Learning to aggregate feature representations. Almost Uniform Sampling From Neural Networks. Ego-CNN: Distributed, Egocentric Representations of Graphs for Detecting Critical Structures. Graph Width Measures for CNF-Encodings with Auxiliary Variables. Machine Le …
Paper Group AWR 370

Paper Group AWR 370

January 31, 2020

A Logic-Driven Framework for Consistency of Neural Models. Document Expansion by Query Prediction. Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks. Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation. SafeLife 1.0: Exploring Side Effects in Complex Environments. Crop Yield Prediction Using Deep Neural …
Paper Group AWR 371

Paper Group AWR 371

January 31, 2020

Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?. E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction. Multiple Generative Models Ensemble for Knowledge-Driven Proactive Human-Computer Dialogue Agent. Residual or Gate? Towards Deeper Graph Neural Networks for Inductive Graph Representation Learning. LMLFM: Lon …
Paper Group AWR 372

Paper Group AWR 372

January 31, 2020

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection. TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning. Deep Coordination Graphs. Controllable Artistic Text Style Transfer via Shape-Matching GAN. Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-A …
Paper Group AWR 373

Paper Group AWR 373

January 31, 2020

Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation. Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. The Spectral Bias of the Deep Image Prior. Differentiable Physics-informed Graph Networks. ViP: Video Platform for PyTorch. Software architecture for YOLO, a creativi …
Paper Group AWR 374

Paper Group AWR 374

January 31, 2020

Human uncertainty makes classification more robust. Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI. ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity. AMR Normalization for Fairer Evaluation. Unified Generative Adversarial Networks for Controllable Image-t …
Paper Group AWR 375

Paper Group AWR 375

January 31, 2020

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …
Paper Group AWR 376

Paper Group AWR 376

January 31, 2020

DSNet: Automatic Dermoscopic Skin Lesion Segmentation. Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants. Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. Ma …
Paper Group AWR 377

Paper Group AWR 377

January 31, 2020

Let’s Transfer Transformations of Shared Semantic Representations. 3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions. Lund jet images from generative and cycle-consistent adversarial networks. Autoregressive Policies for Continuous Control Deep Reinforcement Learning. HybridNetSeg: A Compact Hybrid Network fo …
Paper Group AWR 378

Paper Group AWR 378

January 31, 2020

Preference-based Interactive Multi-Document Summarisation. Convolutional neural network models for cancer type prediction based on gene expression. Deep Interpretable Non-Rigid Structure from Motion. A Multi-cascaded Deep Model for Bilingual SMS Classification. An Open-Source Framework for Adaptive Traffic Signal Control. Black is to Criminal as Ca …
Paper Group AWR 379

Paper Group AWR 379

January 31, 2020

#MeTooMA: Multi-Aspect Annotations of Tweets Related to the MeToo Movement. Simple yet efficient real-time pose-based action recognition. Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German. Unsupervised Dialog Structure Learning. EATEN: Entity-aware Attention for Single Shot Visual Text Extract …
Paper Group AWR 380

Paper Group AWR 380

January 31, 2020

ProductNet: a Collection of High-Quality Datasets for Product Representation Learning. Single-Stage Multi-Person Pose Machines. STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. Opponent Aware Reinforcement Learning. Identifying and Analyzing Cryptocurrency Manipulations in Social Media. GAC-GAN: A General Method for Ap …
Paper Group AWR 381

Paper Group AWR 381

January 31, 2020

Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network. Temporal Reasoning via Audio Question Answering. DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition. Mimetics: Towards Understanding Human Actions Out of Context. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks. Affect-bas …
Paper Group AWR 382

Paper Group AWR 382

January 31, 2020

Reverse-Engineering Satire, or “Paper on Computational Humor Accepted Despite Making Serious Advances”. Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning. A Study on Wrist Identification for Forensic Investigation. Overview and Results: CL-SciSumm Shared Task 2019. Learning Task-Specific Generalized Convolutions in the …
Paper Group AWR 383

Paper Group AWR 383

January 31, 2020

XNAS: Neural Architecture Search with Expert Advice. Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks. Multi-hop Convolutions on Weighted Graphs. Selective Style Transfer for Text. Structuring Latent Spaces for Stylized Response Generation. Learning to Perform Role-Filler Binding with Schematic Knowledge. Join …
Paper Group AWR 384

Paper Group AWR 384

January 31, 2020

Kannada-MNIST: A new handwritten digits dataset for the Kannada language. Adversarial Robustness Against the Union of Multiple Perturbation Models. Two Decades of Network Science as seen through the co-authorship network of network scientists. Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. Asymmetric Shapley values: incorpo …
Paper Group AWR 385

Paper Group AWR 385

January 31, 2020

An Alternative Surrogate Loss for PGD-based Adversarial Testing. Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation. Noise-tolerant fair classification. Learning Resolution Parameters for Graph Clustering. STCN: Stochastic Temporal Convolutional Networks. Intensity-Free Learning of Temporal Point Processes. Mult …
Paper Group AWR 386

Paper Group AWR 386

January 31, 2020

Issue Framing in Online Discussion Fora. Using Synthetic Data and Deep Networks to Recognize Primitive Shapes for Object Grasping. NRPA: Neural Recommendation with Personalized Attention. DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm. CrowdFix: An Eyetracking Dat …
Paper Group AWR 387

Paper Group AWR 387

January 31, 2020

Multi-class Classification without Multi-class Labels. Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach. Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval. OpenEDS: Open Eye Dataset. HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation. Provably Robust …
Paper Group AWR 388

Paper Group AWR 388

January 31, 2020

On Single Source Robustness in Deep Fusion Models. Predicting materials properties without crystal structure: Deep representation learning from stoichiometry. Predicting Research Trends with Semantic and Neural Networks with an application in Quantum Physics. Understanding and Controlling Memory in Recurrent Neural Networks. Calculating Optimistic …
Paper Group AWR 389

Paper Group AWR 389

January 31, 2020

Orthogonal Statistical Learning. Learning to Transfer: Unsupervised Meta Domain Translation. WONDER: Weighted one-shot distributed ridge regression in high dimensions. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning. Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network. Overcoming Data Limitatio …
Paper Group AWR 390

Paper Group AWR 390

January 31, 2020

Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers. A fast, complete, point cloud based loop closure for LiDAR odometry and mapping. Learning a smooth kernel regularizer for convolutional neural networks. Developing a Fine-Grained Corpus for a Less-resourced Language: the case of Kurdish. Evaluating Recurr …