[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 334
February 1, 2020

Paper Group AWR 334

GraphTSNE: A Visualization Technique for Graph-Structured Data. Neural Embedding Propagation on Heterogeneous Networks. Attention Based Pruning for Shift Networks. DANE: Domain Adaptive Network Embedding. Fast Visual Object Tracking with Rotated Bounding Boxes. SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in …

Paper Group AWR 335

Paper Group AWR 335

February 1, 2020

Loss Landscape Sightseeing with Multi-Point Optimization. Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. Estimating Pedestrian Moving State Based on Single 2D Body Pose. Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation. DMM-Net: Differentiable Mask-Matching Net …
Paper Group AWR 336

Paper Group AWR 336

February 1, 2020

Hamiltonian Neural Networks. Passage Re-ranking with BERT. FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation. A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet. Planning with Goal-Conditioned Policies. Accurate and Robust Alignment of Variable-stained Histologic Images Using a General-purpose Greedy Diffeomorphic Registration Tool …
Paper Group AWR 337

Paper Group AWR 337

February 1, 2020

Neural Scene Decomposition for Multi-Person Motion Capture. A Functional Representation for Graph Matching. Relational Graph Attention Networks. Unsupervised Traffic Accident Detection in First-Person Videos. Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks. SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited …
Paper Group AWR 338

Paper Group AWR 338

February 1, 2020

Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation. Weakly Supervised Energy-Based Learning for Action Segmentation. A Biologically Inspired Visual Working Memory for Deep Networks. Unifying Variational Inference and PAC-Bayes for Supervised Learning that Scales. Well-calibrated Model Uncertainty with Temperature Scaling fo …
Paper Group AWR 339

Paper Group AWR 339

February 1, 2020

RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes. Y-Autoencoders: disentangling latent representations via sequential-encoding. Sentiment analysis is not solved! Assessing and probing sentiment classification. LIDA: Lightweight Interactive Dialogue Annotator. Generation of 3D Brain MRI Using Auto-Encoding Generative Adversari …
Paper Group AWR 340

Paper Group AWR 340

February 1, 2020

Contrastive Learning of Structured World Models. Span-based Joint Entity and Relation Extraction with Transformer Pre-training. Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking. Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems. Learning Vector-valued Functions wit …
Paper Group AWR 341

Paper Group AWR 341

February 1, 2020

Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. Region Mutual Information Loss for Semantic Segmentation. GazeCorrection:Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks. Probing Neural Network Comprehension of Natural Language Arguments. Reparameterizable Subset Sampling …
Paper Group AWR 342

Paper Group AWR 342

February 1, 2020

Investigating Self-Attention Network for Chinese Word Segmentation. A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data. Weighted Linear Bandits for Non-Stationary Environments. ReMASC: Realistic Replay Attack Corpus for Voice Contro …
Paper Group AWR 343

Paper Group AWR 343

February 1, 2020

Neural ODEs as the Deep Limit of ResNets with constant weights. DialectGram: Detecting Dialectal Variation at Multiple Geographic Resolutions. Lung nodule segmentation via level set machine learning. A New Lower Bound for Kullback-Leibler Divergence Based on Hammersley-Chapman-Robbins Bound. Does Adam optimizer keep close to the optimal point?. N2D …
Paper Group AWR 344

Paper Group AWR 344

February 1, 2020

LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation. TabFact: A Large-scale Dataset for Table-based Fact Verification. U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging. Background Suppression Network for Weakly-supervised Temporal Action Localization. Relational Word …
Paper Group AWR 345

Paper Group AWR 345

February 1, 2020

A Hybrid Compact Neural Architecture for Visual Place Recognition. Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning. Optimizing thermodynamic trajectories using evolutionary reinforcement learning. An Open Source and Open Hardware Deep Learning-powered Visual Navigation Engi …
Paper Group AWR 346

Paper Group AWR 346

February 1, 2020

Harry Potter and the Action Prediction Challenge from Natural Language. Multi-Modal Fusion for End-to-End RGB-T Tracking. ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning. Real-world attack on MTCNN face detection system. Interpretable machine learning: definitions, methods, and a …
Paper Group AWR 347

Paper Group AWR 347

February 1, 2020

Clonability of anti-counterfeiting printable graphical codes: a machine learning approach. Reducing the variance in online optimization by transporting past gradients. In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images. Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses. Approxim …
Paper Group AWR 348

Paper Group AWR 348

February 1, 2020

$d$-SNE: Domain Adaptation using Stochastic Neighborhood Embedding. How to Build User Simulators to Train RL-based Dialog Systems. Neural Ideal Point Estimation Network. On Tree-based Methods for Similarity Learning. Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection. Contrastive Variational Auto …
Paper Group AWR 349

Paper Group AWR 349

February 1, 2020

Dynamic Path-Decomposed Tries. Learning Explainable Models Using Attribution Priors. Likelihood-free MCMC with Amortized Approximate Ratio Estimators. On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning. Learning Hierarchy-Aware Knowledge Graph Embeddings for Li …
Paper Group AWR 350

Paper Group AWR 350

February 1, 2020

Edge-labeling Graph Neural Network for Few-shot Learning. CubiCasa5K: A Dataset and an Improved Multi-Task Model for Floorplan Image Analysis. CFSNet: Toward a Controllable Feature Space for Image Restoration. Breast Cancer Diagnosis with Transfer Learning and Global Pooling. LYTNet: A Convolutional Neural Network for Real-Time Pedestrian Traffic L …
Paper Group AWR 351

Paper Group AWR 351

February 1, 2020

Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence. One-shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization. Mish: A Self Regularized Non-Monotonic Neural Activation Function. A Feasible Framework for Arbitrary-Shaped Scene Text Recognition. Auto-Encoding Progressive Generative Adver …
Paper Group AWR 352

Paper Group AWR 352

February 1, 2020

Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes. Deep learning-based electroencephalography analysis: a systematic review. A-MAL: Automatic Motion Assessment Learning from Properly Performed Motions in 3D Skeleton Videos. The Hitchhiker’s Guide to LDA. Anchor Diffusion for Unsupervised Video Object Segmentation. Understanding the I …
Paper Group AWR 353

Paper Group AWR 353

February 1, 2020

Efficient Representation Learning Using Random Walks for Dynamic Graphs. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization. NorNE: Annotating Named Entities for Norwegian. SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation. Learning from Multi …
Paper Group AWR 354

Paper Group AWR 354

February 1, 2020

Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs. Predicting Merge Conflicts in Collaborative Software Development. Interpretable multiclass classification by MDL-based rule lists. MultiFiT: Efficient Multi-lingual Language Model Fine-tuning. Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification. Deep Archet …
Paper Group AWR 355

Paper Group AWR 355

February 1, 2020

Adapting Multilingual Neural Machine Translation to Unseen Languages. Adversarial Policy Gradient for Deep Learning Image Augmentation. TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. Story Ending Prediction by Transferable BERT. Learning Optimal Data Augmentation Policies via Bayesia …
Paper Group AWR 356

Paper Group AWR 356

February 1, 2020

Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs. The Sensitivity of Counterfactual Fairness to Unmeasured Confounding. Alternating Roles Dialog Model with Large-scale Pre-trained Language Models. FinBERT: Financial Sentiment Analysis with Pre-trained Language Models. Representation of Constituents in Neural Language Mode …
Paper Group AWR 357

Paper Group AWR 357

February 1, 2020

Learn to Segment Retinal Lesions and Beyond. WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving. Faster Boosting with Smaller Memory. Data-Free Adversarial Distillation. Better, Faster, Stronger Sequence Tagging Constituent Parsers. Detecting Toxicity in News Articles: Application to Bulgarian. Algorithmic Analysis and Sta …
Paper Group AWR 358

Paper Group AWR 358

February 1, 2020

AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks. VarNet: Variational Neural Networks for the Solution of Partial Differential Equations. Safe Coordination of Human-Robot Firefighting Teams. 360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume. Full-Stack Filters to Build Minimum Viable CNNs. Generating Timelines …
Paper Group AWR 359

Paper Group AWR 359

February 1, 2020

ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 “Heidelberg”. Referring Expression Object Segmentation with Caption-Aware Consistency. How Can We Know What Language Models Know?. Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images. Outlier Exposure with Confidence Control for Out-of-Dist …
Paper Group AWR 360

Paper Group AWR 360

February 1, 2020

A Multi-level procedure for enhancing accuracy of machine learning algorithms. Template-free Data-to-Text Generation of Finnish Sports News. On the (In)fidelity and Sensitivity for Explanations. Regression Concept Vectors for Bidirectional Explanations in Histopathology. ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks. BMN: Boun …
Paper Group AWR 361

Paper Group AWR 361

February 1, 2020

ART: A machine learning Automated Recommendation Tool for synthetic biology. Localization of Fake News Detection via Multitask Transfer Learning. AdaOja: Adaptive Learning Rates for Streaming PCA. MixConv: Mixed Depthwise Convolutional Kernels. GhostNet: More Features from Cheap Operations. A Causal Inference Method for Reducing Gender Bias in Word …