[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 391
January 31, 2020

Paper Group AWR 391

Combination of Multiple Global Descriptors for Image Retrieval. Testing Robustness Against Unforeseen Adversaries. A Tweet Dataset Annotated for Named Entity Recognition and Stance Detection. Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. Adversarial Defense by Restricting the Hidden Space of Deep Neural …

Paper Group AWR 392

Paper Group AWR 392

January 31, 2020

Traffic map prediction using UNet based deep convolutional neural network. OmniNet: A unified architecture for multi-modal multi-task learning. Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. nnU-Net: Breaking the Spell on Successful Medical Image Segmentation. Real numbers, data science and chaos: How to fit a …
Paper Group AWR 393

Paper Group AWR 393

January 31, 2020

Modeling Color Terminology Across Thousands of Languages. Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning. Transferring Robustness for Graph Neural Network Against Poisoning Attacks. A Pilot Study for Chinese SQL Semantic Parsing. Entity, Relation, and Event Extraction with Contextualized Span Representations. …
Paper Group AWR 394

Paper Group AWR 394

January 31, 2020

Multiple-image encryption and hiding with an optical diffractive neural network. Handling Syntactic Divergence in Low-resource Machine Translation. How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions. FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. Online Learning and Matching fo …
Paper Group AWR 395

Paper Group AWR 395

January 31, 2020

GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection. Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables. Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation. Scientific Stateme …
Paper Group AWR 396

Paper Group AWR 396

January 31, 2020

Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering. Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization. The State of Knowledge Distillation for Classification. Learning an Urban Air Mobility Encounter Model from Expert Preferences. A Similarity Measure for Mate …
Paper Group AWR 397

Paper Group AWR 397

January 31, 2020

A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. Root Identification in Minirhizotron Imagery with Multiple Instance Learning. Quality Assessment of In-the-Wild Videos. Improvements to Target-Based 3D LiDAR to Camera Calibration. Cross Attention Network for Few-shot Classification. Synthetic Epileptic Brain Activit …
Paper Group AWR 398

Paper Group AWR 398

January 31, 2020

Kernel-based Translations of Convolutional Networks. Newton vs the machine: solving the chaotic three-body problem using deep neural networks. Note on the bias and variance of variational inference. Learning to learn via Self-Critique. Validated Variational Inference via Practical Posterior Error Bounds. Signed Graph Attention Networks. Learning 2D …
Paper Group AWR 399

Paper Group AWR 399

January 31, 2020

Learn to Scale: Generating Multipolar Normalized Density Maps for Crowd Counting. Deep Double Descent: Where Bigger Models and More Data Hurt. Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector. PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex …
Paper Group AWR 400

Paper Group AWR 400

January 31, 2020

Reinventing 2D Convolutions for 3D Images. Deep Learning for Spacecraft Pose Estimation from Photorealistic Rendering. A Neural-Symbolic Architecture for Inverse Graphics Improved by Lifelong Meta-Learning. Two-stage Image Classification Supervised by a Single Teacher Single Student Model. Adaptively Connected Neural Networks. Dependency or Span, E …
Paper Group AWR 401

Paper Group AWR 401

January 31, 2020

Fully Automatic Liver Attenuation Estimation Combing CNN Segmentation and Morphological Operations. Very Long Natural Scenery Image Prediction by Outpainting. Inspirational Adversarial Image Generation. Attention Guided Network for Retinal Image Segmentation. Symmetry Detection and Classification in Drawings of Graphs. A Better Way to Attend: Atten …
Paper Group AWR 402

Paper Group AWR 402

January 31, 2020

An Empirical Study of Content Understanding in Conversational Question Answering. AutoML: Exploration v.s. Exploitation. Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. Copy mechanism and tailored training for character-based data-to-text generation. Construct Dynamic Graphs for Hand Gesture Recognition via Spa …
Paper Group AWR 403

Paper Group AWR 403

January 31, 2020

Wave Physics as an Analog Recurrent Neural Network. Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. Improving the Harmony of the Composite Image by Spatial-Separated Attention Module. Improved Precision and Recall Metric for Assessing Generative Models. Investigating Recurrent Neural Network Memory Structures using Neuro-Evoluti …
Paper Group AWR 404

Paper Group AWR 404

January 31, 2020

Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets. Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations. MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. Searching to Exploit Memorization Effect in Learning from Corrupted Labels. ATMSeer: Increasing Transp …
Paper Group AWR 405

Paper Group AWR 405

January 31, 2020

Web Links Prediction And Category-Wise Recommendation Based On Browser History. Passive nonlinear dendritic interactions as a general computational resource in functional spiking neural networks. Single Headed Attention RNN: Stop Thinking With Your Head. Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization. Sate …
Paper Group AWR 406

Paper Group AWR 406

January 31, 2020

KLT Picker: Particle Picking Using Data-Driven Optimal Templates. ALET (Automated Labeling of Equipment and Tools): A Dataset, a Baseline and a Usecase for Tool Detection in the Wild. Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning. Learning Robust Options by Conditional Value at Risk Optimization. End-to-end Named Entity …
Paper Group AWR 407

Paper Group AWR 407

January 31, 2020

Lane Detection and Classification using Cascaded CNNs. TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks. Russian Language Datasets in the Digitial Humanities Domain and Their Evaluation with Word Embeddings. Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks. Amortized Be …
Paper Group AWR 408

Paper Group AWR 408

January 31, 2020

Reasoning Visual Dialogs with Structural and Partial Observations. Multimodal Deep Learning for Finance: Integrating and Forecasting International Stock Markets. Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection. Learning Transformation Synchronization. miniSAM: A Flexible Factor Graph Non- …
Paper Group AWR 409

Paper Group AWR 409

January 31, 2020

VoIDext: Vocabulary and Patterns for Enhancing Interoperable Datasets with Virtual Links. Lookahead Optimizer: k steps forward, 1 step back. Loam_livox: A fast, robust, high-precision LiDAR odometry and mapping package for LiDARs of small FoV. Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data. Adversarial …
Paper Group AWR 410

Paper Group AWR 410

January 31, 2020

Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation. Direct information transfer rate optimisation for SSVEP-based BCI. Consistency by Agreement in Zero-shot Neural Machine Translation. Accelerating Extreme Classification via Adaptive Feature Agglomeration. Efficient Algorithms for Set-Valued Prediction in Multi-Cla …
Paper Group AWR 411

Paper Group AWR 411

January 31, 2020

Adversarial Examples Are Not Bugs, They Are Features. Routing Networks and the Challenges of Modular and Compositional Computation. Is Sampling Heuristics Necessary in Training Deep Object Detectors?. Are Sixteen Heads Really Better than One?. We Need No Pixels: Video Manipulation Detection Using Stream Descriptors. Self-Correction for Human Parsin …
Paper Group AWR 412

Paper Group AWR 412

January 31, 2020

Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography. Modelling urban networks using Variational Autoencoders. Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. Cognitive Graph for Multi-Hop Reading Comprehension at Scale. ConvLab: Multi-Domain End-to-End Dialog Sy …
Paper Group AWR 413

Paper Group AWR 413

January 31, 2020

Rep the Set: Neural Networks for Learning Set Representations. Efficient Learning on Point Clouds with Basis Point Sets. Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. Model structures and fitting criteria for system identification with neural networks. DeepPruner: Learning Efficient Stereo Matching via Diffe …
Paper Group AWR 414

Paper Group AWR 414

January 31, 2020

DeepAlign: Alignment-based Process Anomaly Correction using Recurrent Neural Networks. Implicit Semantic Data Augmentation for Deep Networks. Prose for a Painting. Topics to Avoid: Demoting Latent Confounds in Text Classification. Ranking Policy Gradient. Zero-shot transfer for implicit discourse relation classification. Urban Driving with Conditio …
Paper Group AWR 415

Paper Group AWR 415

January 31, 2020

Rethinking on Multi-Stage Networks for Human Pose Estimation. Neural Network Based in Silico Simulation of Combustion Reactions. Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs. SeesawFaceNets: sparse and robust face verification model for mobile platform. Three scenarios for continual learning. ELF OpenG …
Paper Group AWR 416

Paper Group AWR 416

January 31, 2020

Kernel Graph Attention Network for Fact Verification. Learning Individual Styles of Conversational Gesture. Improving Adversarial Robustness via Guided Complement Entropy. Simple Applications of BERT for Ad Hoc Document Retrieval. Memeify: A Large-Scale Meme Generation System. Object-Oriented Dynamics Learning through Multi-Level Abstraction. Scala …
Paper Group AWR 417

Paper Group AWR 417

January 31, 2020

Ordered Memory. PlantDoc: A Dataset for Visual Plant Disease Detection. Depth Completion via Deep Basis Fitting. An Adaptive Empirical Bayesian Method for Sparse Deep Learning. PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers. Privacy Risks of Securing Machine Learning Models against Adversarial Examples. Control Regular …
Paper Group AWR 418

Paper Group AWR 418

January 31, 2020

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets. FaceForensics++: Learning to Detect Manipulated Facial Images. Visual Relationship Detection with Relative Location Mining. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. Factorised Neural Relational Inference f …