[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 1
February 2, 2020

Paper Group AWR 1

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards. Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses. Generated Loss, Augmented Training, and Multiscale VAE. Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit …

Paper Group AWR 10

Paper Group AWR 10

February 2, 2020

Preferences Implicit in the State of the World. Balanced Binary Neural Networks with Gated Residual. MNIST-C: A Robustness Benchmark for Computer Vision. An Active Approach for Model Interpretation. PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision. Unsupervised Learning of Probabilistic Diffeomorphic Registr …
Paper Group AWR 11

Paper Group AWR 11

February 2, 2020

Lightweight Image Super-Resolution with Information Multi-distillation Network. Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja. Mol-CycleGAN - a generative model for molecular optimization. Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera. Learning to Weight for Text Classification. Deep Learnin …
Paper Group AWR 12

Paper Group AWR 12

February 2, 2020

Deep Generative Learning via Variational Gradient Flow. Robust statistics and no-reference image quality assessment in Curvelet domain. Deep Learning for Visual Tracking: A Comprehensive Survey. SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines. Multi-Domain Adversarial Learning. Learning the Model Update for S …
Paper Group AWR 13

Paper Group AWR 13

February 2, 2020

TERA: the Toxicological Effect and Risk Assessment Knowledge Graph. More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation. Ludii – The Ludemic General Game System. Improving Noise Tolerance of Mixed-Signal Neural Networks. Learning Configuration Space Belief Model from Collision Checks f …
Paper Group AWR 14

Paper Group AWR 14

February 2, 2020

Direction Concentration Learning: Enhancing Congruency in Machine Learning. Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention. Lightweight and Robust Representation of Economic Scales from Satellite Imagery. Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction …
Paper Group AWR 15

Paper Group AWR 15

February 2, 2020

Practical Federated Gradient Boosting Decision Trees. OpenTapioca: Lightweight Entity Linking for Wikidata. Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use. Skin Lesion Synthesis with Generative Adversarial Networks. Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot R …
Paper Group AWR 16

Paper Group AWR 16

February 2, 2020

Learning Compressed Sentence Representations for On-Device Text Processing. SESS: Self-Ensembling Semi-Supervised 3D Object Detection. DeepPrivacy: A Generative Adversarial Network for Face Anonymization. Scale Match for Tiny Person Detection. Neural Arabic Question Answering. Leveraging BERT for Extractive Text Summarization on Lectures. VizSeq: A …
Paper Group AWR 17

Paper Group AWR 17

February 2, 2020

Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group. CNN-generated images are surprisingly easy to spot… for now. A Graph Neural Network Approach for Scalable Wireless Power Control. Learning a Lattice Planner Control Set for Autonomous Vehicles. Celeb-DF: A Large-scale Challenging Dataset …
Paper Group AWR 18

Paper Group AWR 18

February 2, 2020

AdvHat: Real-world adversarial attack on ArcFace Face ID system. CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval. The Implicit Bias of Depth: How Incremental Learning Drives Generalization. Geometric Back-projection Network for Point Cloud Classification. Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Dem …
Paper Group AWR 19

Paper Group AWR 19

February 2, 2020

Neural-Network Guided Expression Transformation. Automatic Labeled LiDAR Data Generation based on Precise Human Model. A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning. Image2StyleGAN++: How to Edit the Embedded Images?. Learning to Reconstruct 3D Manhattan Wireframes from a Single Image. Understanding and Robustifying Differentiabl …
Paper Group AWR 2

Paper Group AWR 2

February 2, 2020

Uncertainty-Aware Principal Component Analysis. PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment. FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing. Induction of Subgoal Automata for Reinforcement Learning. Variational Bayes under Model Misspecification. Cross-lingual Lan …
Paper Group AWR 20

Paper Group AWR 20

February 2, 2020

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. From Patch to Image Segmentation using Fully Convolutional Networks – Application to Retinal Images. Learning semantic sentence representations from visually grounded language without lexical knowledge. EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse. Harmonizat …
Paper Group AWR 21

Paper Group AWR 21

February 2, 2020

Disentangled Makeup Transfer with Generative Adversarial Network. Perceptual Generative Autoencoders. Detection of Malfunctioning Smart Electricity Meter. Towards a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. Question Generation by Transformers. Deep Learning for Time Series Forecasting: The Electric Load Case …
Paper Group AWR 22

Paper Group AWR 22

February 2, 2020

Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning. STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting. Sensitivity Analysis of Deep Neural Networks. Scaling and Benchmarking Self-Supervised Visual Representation Learning. Global Reactions to the Cambridge Analytica …
Paper Group AWR 23

Paper Group AWR 23

February 2, 2020

CenterMask : Real-Time Anchor-Free Instance Segmentation. Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans. Defending Against Neural Fake News. Deep Kernel Transfer in Gaussian Proce …
Paper Group AWR 24

Paper Group AWR 24

February 2, 2020

Adversarial NLI: A New Benchmark for Natural Language Understanding. CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages. On Learning Paradigms for the Travelling Salesman Problem. Posterior inference unchained with EL_2O. Contrastive Multiview Coding. Meta-Learning Representations for Continual Learning. Learning What and Where …
Paper Group AWR 25

Paper Group AWR 25

February 2, 2020

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations. Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms. Bidirectional Learning for Domain Adaptation of Semantic Segmentation. From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings M …
Paper Group AWR 26

Paper Group AWR 26

February 2, 2020

AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection. Associative Convolutional Layers. PredNet and Predictive Coding: A Critical Review. Winning the Lottery with Continuous Sparsification. FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss. Event-driven Video Frame Synthesis. Frame attenti …
Paper Group AWR 27

Paper Group AWR 27

February 2, 2020

GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies. Detecting and Simulating Artifacts in GAN Fake Images. Neural network models and deep learning - a primer for biologists. Scalable Dictionary Classifiers for Time Series Classification. Improving Policies via Search in Cooperative Partially Observabl …
Paper Group AWR 28

Paper Group AWR 28

February 2, 2020

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG. Brain Signal Classification via Learning Connectivity Structure. Deep Learning on Small Datasets without Pre-Training using Cosine Loss. Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks. Multi-resolution CSI Feedback with deep learning in Massive …
Paper Group AWR 29

Paper Group AWR 29

February 2, 2020

Meta-Curvature. Analyzing machine-learned representations: A natural language case study. Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions. The Universal Decompositional Semantics Dataset and Decomp Toolkit. Compressed Indexes for Fast Search of Semantic Data. Deep Independently Recurrent Neural Netwo …
Paper Group AWR 3

Paper Group AWR 3

February 2, 2020

Distributionally Robust Optimization and Generalization in Kernel Methods. ICDM 2019 Knowledge Graph Contest: Team UWA. NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification. Planning with State Abstractions for Non-Markovian Task Specifications. Neural Assistant: Joint Action Prediction, Response Generatio …
Paper Group AWR 30

Paper Group AWR 30

February 2, 2020

The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. Deep Declarative Networks: A New Hope. Discovering Neural Wirings. DVDnet: A Fast Network for Deep Video Denoising. PaperRobot: Incremental Draft Generation of Scientific Ideas. …
Paper Group AWR 31

Paper Group AWR 31

February 2, 2020

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CobWeb: A Research Prototype for Exploring User Bias in Political Fact-Checking. Mixture Content Selection for Diverse Sequence Generation. Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots. A Wind of Change: …
Paper Group AWR 32

Paper Group AWR 32

February 2, 2020

Subject Cross Validation in Human Activity Recognition. Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. Integrating Relation Constraints with Neural Relation Extractors. Speaker Adaptive Training using Model Agnostic Meta-Learning. Meta-learning fo …
Paper Group AWR 33

Paper Group AWR 33

February 2, 2020

Active Learning for Decision-Making from Imbalanced Observational Data. BIRL: Benchmark on Image Registration methods with Landmark validation. ANETAC: Arabic Named Entity Transliteration and Classification Dataset. Selecting the independent coordinates of manifolds with large aspect ratios. Seeing Under the Cover: A Physics Guided Learning Approac …
Paper Group AWR 34

Paper Group AWR 34

February 2, 2020

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension. Explainable Prediction of Adverse Outcomes Using Clinical Notes. Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data. Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection. Multi-Stage Documen …