[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 166
February 1, 2020

Paper Group AWR 166

Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations. Imbalance Problems in Object Detection: A Review. Learning to Transport with Neural Networks. Deep speech inpainting of time-frequency masks. SART - Similarity, Analogies, and Relatedness for Tatar Language: New Benchmark Datasets for Word Emb …

Paper Group AWR 167

Paper Group AWR 167

February 1, 2020

Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative. Image Captioning with Clause-Focused Metrics in a Multi-Modal Setting for Marketing. BillSum: A Corpus for Automatic Summarization of US Legislation. Gradient Descent: The Ultimate Optimizer. Raw-to-End Name Entity Recognition in …
Paper Group AWR 168

Paper Group AWR 168

February 1, 2020

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …
Paper Group AWR 169

Paper Group AWR 169

February 1, 2020

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards. Mixture Models for Diverse Machine Translation: Tricks of the Trade. Factor Graph Neural Network. Scoring Sentence Singletons and Pairs for Abstractive Summarization. word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs. Primal-Dual Block Frank …
Paper Group AWR 170

Paper Group AWR 170

February 1, 2020

End to end learning and optimization on graphs. Gravity-Inspired Graph Autoencoders for Directed Link Prediction. Context-Aware Cross-Lingual Mapping. Robust Aggregation for Federated Learning. ThunderNet: Towards Real-time Generic Object Detection. Comparison of Neuronal Attention Models. Large-Scale Characterization and Segmentation of Internet P …
Paper Group AWR 171

Paper Group AWR 171

February 1, 2020

Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences. YOLACT: Real-time Instance Segmentation. A Unified Linear-Time Framework for Sentence-Level Discourse Parsing. DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding. Accelerated Experimental Design for Pairwise Comparisons. Rethin …
Paper Group AWR 172

Paper Group AWR 172

February 1, 2020

Convolutional Reservoir Computing for World Models. NASS-AI: Towards Digitization of Parliamentary Bills using Document Level Embedding and Bidirectional Long Short-Term Memory. POPQORN: Quantifying Robustness of Recurrent Neural Networks. FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents. CogniVal: A Framework for Cognitive Word E …
Paper Group AWR 173

Paper Group AWR 173

February 1, 2020

Limitations of the Empirical Fisher Approximation for Natural Gradient Descent. Multi-Task Deep Neural Networks for Natural Language Understanding. A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles. Quality of Uncertainty Quantification for Bayesian Neural Network Inference. Writer Independent Offline Signature Re …
Paper Group AWR 174

Paper Group AWR 174

February 1, 2020

VS-Net: Variable splitting network for accelerated parallel MRI reconstruction. Analysis of Optimization Algorithms via Sum-of-Squares. Variational Quantum Circuits for Deep Reinforcement Learning. Residual Pyramid Learning for Single-Shot Semantic Segmentation. Hint-Based Training for Non-Autoregressive Machine Translation. Beyond BLEU: Training N …
Paper Group AWR 175

Paper Group AWR 175

February 1, 2020

Improving Document Classification with Multi-Sense Embeddings. Cost-Sensitive Diagnosis and Learning Leveraging Public Health Data. Retinal Vessel Segmentation based on Fully Convolutional Networks. Quantization-Based Regularization for Autoencoders. Feature Selective Anchor-Free Module for Single-Shot Object Detection. Additive Noise Annealing and …
Paper Group AWR 176

Paper Group AWR 176

February 1, 2020

User Diverse Preference Modeling by Multimodal Attentive Metric Learning. Byte-Pair Encoding for Text-to-SQL Generation. MIST: A Novel Training Strategy for Low-latencyScalable Neural Net Decoders. Querying Knowledge via Multi-Hop English Questions. Robot Localization in Floor Plans Using a Room Layout Edge Extraction Network. Unsupervised Discover …
Paper Group AWR 177

Paper Group AWR 177

February 1, 2020

Embedding and learning with signatures. Modelling conditional probabilities with Riemann-Theta Boltzmann Machines. Machine Learning Prediction of Accurate Atomization Energies of Organic Molecules from Low-Fidelity Quantum Chemical Calculations. A Data Set of Internet Claims and Comparison of their Sentiments with Credibility. deepsing: Generating …
Paper Group AWR 178

Paper Group AWR 178

February 1, 2020

Large-scale Multi-view Subspace Clustering in Linear Time. Nested Named Entity Recognition via Second-best Sequence Learning and Decoding. BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving. Making AI Forget You: Data Deletion in Machine Learning. Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforc …
Paper Group AWR 179

Paper Group AWR 179

February 1, 2020

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. Dynamically Fused Graph Network for Multi-hop Reasoning. Machine Learning Classification Informed by a Functional Biophysical System. Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning. Addressing Failure Predicti …
Paper Group AWR 180

Paper Group AWR 180

February 1, 2020

AI Feynman: a Physics-Inspired Method for Symbolic Regression. Neural Logic Machines. Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts. BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks. Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning. Revisit …
Paper Group AWR 181

Paper Group AWR 181

February 1, 2020

A Survey on Rain Removal from Video and Single Image. Sequential modeling of Sessions using Recurrent Neural Networks for Skip Prediction. Privacy-Preserving Gradient Boosting Decision Trees. Real-time Person Re-identification at the Edge: A Mixed Precision Approach. Person Re-identification in Aerial Imagery. PKUSEG: A Toolkit for Multi-Domain Chi …
Paper Group AWR 182

Paper Group AWR 182

February 1, 2020

Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning. Kernel Mean Matching for Content Addressability of GANs. The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development. RPBA – Robust Parallel Bundle Adjustment Based on Covariance Information. Precise Synthetic Image and LiDAR (PreSIL) Datase …
Paper Group AWR 183

Paper Group AWR 183

February 1, 2020

High-Quality Self-Supervised Deep Image Denoising. BCN20000: Dermoscopic Lesions in the Wild. Discrete Rotation Equivariance for Point Cloud Recognition. Random Matrix-Improved Estimation of the Wasserstein Distance between two Centered Gaussian Distributions. Graph Neural Networks Exponentially Lose Expressive Power for Node Classification. Covari …
Paper Group AWR 184

Paper Group AWR 184

February 1, 2020

CEDR: Contextualized Embeddings for Document Ranking. $Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction. DADA: Depth-aware Domain Adaptation in Semantic Segmentation. Cost-sensitive Regularization for Label Confusion-aware Event Detection. Semi-Supervised Learning by Disentangling and Self-Ensembling …
Paper Group AWR 185

Paper Group AWR 185

February 1, 2020

Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection. Effective Rotation-invariant Point CNN with Spherical Harmonics kernels. Compressive Transformers for Long-Range Sequence Modelling. Weakly Supervised Domain Detection. Domain Robustness in Neural Machine Translation. Evaluating Protein Transfer Lear …
Paper Group AWR 186

Paper Group AWR 186

February 1, 2020

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding. Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes. Neural Reverse Engineering of Stripped Binaries. Face Manifold: Manifold Learning for Synthetic Face Generation. Electro-Magnetic Side-Channel Attack Through Lea …
Paper Group AWR 187

Paper Group AWR 187

February 1, 2020

Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks. Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning. Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. Event-based Vision: A Survey. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Gen …
Paper Group AWR 188

Paper Group AWR 188

February 1, 2020

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques. A CNN-RNN Framework for Crop Yield Prediction. Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features. Invertible Network for Classification and Biomarker Selection for ASD. Tree Recognitio …
Paper Group AWR 189

Paper Group AWR 189

February 1, 2020

Adversarial attacks hidden in plain sight. Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks. NGBoost: Natural Gradient Boosting for Probabilistic Prediction. From Importance Sampling to Doubly Robust Policy Gradient. A flexible EM-like clustering algorithm for noisy data. Adaptive Loss Scaling for Mix …
Paper Group AWR 190

Paper Group AWR 190

February 1, 2020

Deep-learning inversion: a next generation seismic velocity-model building method. Localizing dexterous surgical tools in X-ray for image-based navigation. Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models. …
Paper Group AWR 191

Paper Group AWR 191

February 1, 2020

Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs. Cosmological N-body simulations: a challenge for scalable generative models. Precise Detection in Densely Packed Scenes. DAGCN: Dual Attention Graph Convolutional Networks. Product-Aware Answer Generation in E-Commerce Question-Answering. Neural Chinese Word Segmentation …
Paper Group AWR 192

Paper Group AWR 192

February 1, 2020

ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation. Large Scale Incremental Learning. Scheduling the Learning Rate via Hypergradients: New Insights and a New Algorithm. BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters. A Framework for Understanding Unintended Consequences of Machine Lea …
Paper Group AWR 193

Paper Group AWR 193

February 1, 2020

Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution. Panoramic Annular Localizer: Tackling the Variation Challenges of Outdoor Localization Using Panoramic Annular Images and Active Deep Descriptors. A General Framework for Information Extraction using Dynamic Span Graphs. Multi-Agent Tensor F …