[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 306
February 1, 2020

Paper Group AWR 306

Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm. MIOpen: An Open Source Library For Deep Learning Primitives. Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep. LVIS: A Dataset for Large Vocabulary Instance Segmentation. Multimodal Transformer Networks for End-to-End Vi …

Paper Group AWR 307

Paper Group AWR 307

February 1, 2020

Geometric Graph Convolutional Neural Networks. Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations. Recurrent Space-time Graph Neural Networks. Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification. One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Cla …
Paper Group AWR 308

Paper Group AWR 308

February 1, 2020

Airbnb Price Prediction Using Machine Learning and Sentiment Analysis. Information Bottleneck Methods on Convolutional Neural Networks. Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge. Modelling Stopping Criteria for Search Results using Poisson Processes. The Shmoop Corpus: A Dataset of Stories with …
Paper Group AWR 309

Paper Group AWR 309

February 1, 2020

Cross View Fusion for 3D Human Pose Estimation. Blind Super-Resolution Kernel Estimation using an Internal-GAN. TabNet: Attentive Interpretable Tabular Learning. Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset. Handheld Multi-Frame Super-Resolution. A Deep Learning System for Predicting Size and Fit in Fashion E-Commerc …
Paper Group AWR 310

Paper Group AWR 310

February 1, 2020

Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer. Boosting Real-Time Driving Scene Parsing with Shared Semantics. Cooperative Semantic Segmentation and Image Restoration in Adverse Environmental Conditions. ViCo: Word Embeddings from Visual Co-occurrences. EdgeCNN: Convolutional Neural Network Classification Model …
Paper Group AWR 311

Paper Group AWR 311

February 1, 2020

A Graph Theoretic Additive Approximation of Optimal Transport. Physics-Informed Neural Networks for Power Systems. Air Learning: An AI Research Platform for Algorithm-Hardware Benchmarking of Autonomous Aerial Robots. Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders. Robust Conditional GAN from Un …
Paper Group AWR 312

Paper Group AWR 312

February 1, 2020

Nonlinear Semi-Parametric Models for Survival Analysis. Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques. Estimating Density Models with Complex Truncation Boundaries. Multilingual is not enough: BERT for Finnish. Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution. Dirichlet Simplex Nest and Geometric …
Paper Group AWR 313

Paper Group AWR 313

February 1, 2020

Spatial-Angular Interaction for Light Field Image Super-Resolution. Sub-event detection from Twitter streams as a sequence labeling problem. On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems. DC3 – A Diagnostic Case Challenge Collection for Clinical Decision Support. Deep CNN-based Speech Balloon D …
Paper Group AWR 314

Paper Group AWR 314

February 1, 2020

MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. DAG-GNN: DAG Structure Learning with Graph Neural Networks. High-Fidelity Image Generation With Fewer Labels. Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction. Dual Graph Convolutional Network for Semantic Segmentation. Learning …
Paper Group AWR 315

Paper Group AWR 315

February 1, 2020

Do ImageNet Classifiers Generalize to ImageNet?. Learning Guided Convolutional Network for Depth Completion. Unsupervised Depth Completion from Visual Inertial Odometry. A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization. Progressive Feature Polishing Network for Salient Object Detection. CosRec: 2D Convolutional Neural …
Paper Group AWR 316

Paper Group AWR 316

February 1, 2020

Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition. Learning Generalizable Representations via Diverse Supervision. Exploring large scale public medical image datasets. Graph Construction from Data using Non Negative Kernel regression (NNK Graphs). Adversarial Learning of Disentangled a …
Paper Group AWR 317

Paper Group AWR 317

February 1, 2020

Improving short text classification through global augmentation methods. Constrained K-means with General Pairwise and Cardinality Constraints. Robust Attribution Regularization. Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products. Enhancing Adversarial Defense by k-Winners-Take-All. How does …
Paper Group AWR 318

Paper Group AWR 318

February 1, 2020

Joint Super-Resolution and Alignment of Tiny Faces. FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints. Improving Polyphonic Music Models with Feature-Rich Encoding. Neural-encoding Human Experts’ Domain Knowledge to Warm Start Reinforcement Learning. Lightweight Feature Fusion Network for Single Image …
Paper Group AWR 319

Paper Group AWR 319

February 1, 2020

ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression. Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inferen …
Paper Group AWR 320

Paper Group AWR 320

February 1, 2020

Mend The Learning Approach, Not the Data: Insights for Ranking E-Commerce Products. Instagram Fake and Automated Account Detection. Disentangled Representation Learning for 3D Face Shape. Scalable Hierarchical Clustering with Tree Grafting. Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with …
Paper Group AWR 321

Paper Group AWR 321

February 1, 2020

Spatial Search Strategies for Open Government Data: A Systematic Comparison. A Cone-Beam X-Ray CT Data Collection designed for Machine Learning. Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation. Image Super-Resolution by Neural Texture Transfer. 3D Object Recognition with Ensemble Learning — A S …
Paper Group AWR 322

Paper Group AWR 322

February 1, 2020

Hierarchical Graph-to-Graph Translation for Molecules. Image Synthesis From Reconfigurable Layout and Style. Incidental Supervision from Question-Answering Signals. RPGAN: GANs Interpretability via Random Routing. Neural Network Branching for Neural Network Verification. Optimizing Deep Neural Networks with Multiple Search Neuroevolution. FPCNet: F …
Paper Group AWR 323

Paper Group AWR 323

February 1, 2020

One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers. Automated Segmentation of CT Scans for Normal Pressure Hydrocephalus. Probabilistic Face Embeddings. GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. Hierarchy-of-Visual-Words: …
Paper Group AWR 324

Paper Group AWR 324

February 1, 2020

Personalizing Dialogue Agents via Meta-Learning. Consistent Dialogue Generation with Self-supervised Feature Learning. Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks. Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations. Learning the Difference that Makes a Difference with …
Paper Group AWR 325

Paper Group AWR 325

February 1, 2020

Re-Ranking Words to Improve Interpretability of Automatically Generated Topics. Medical device surveillance with electronic health records. Go-Explore: a New Approach for Hard-Exploration Problems. Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation. Is a Single Embedding Enough? Learning Node Representations that Capture Multip …
Paper Group AWR 326

Paper Group AWR 326

February 1, 2020

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. Rank-consistent Ordinal Regression for Neural Networks. Learning Spatio-Temporal Representation with Local and Global Diffusion. Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks. An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric …
Paper Group AWR 327

Paper Group AWR 327

February 1, 2020

GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud. Fine-Tuning Language Models from Human Preferences. Implicit Regularization in Deep Matrix Factorization. Water Preservation in Soan River Basin using Deep Learning Techniques. Multi-objective Evolutionary Algorithms are Still Good: Maximizing Monotone A …
Paper Group AWR 328

Paper Group AWR 328

February 1, 2020

Perspective-consistent multifocus multiview 3D reconstruction of small objects. An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization. Multi-marginal Wasserstein GAN. Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage. Automating Whole Brain Histology to …
Paper Group AWR 329

Paper Group AWR 329

February 1, 2020

Attentive Single-Tasking of Multiple Tasks. Graphical model inference: Sequential Monte Carlo meets deterministic approximations. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values. Eliciting New Wikipedia Users’ Interests via Automatically Mined Questionnaires: For a Warm Welcome, Not a Co …
Paper Group AWR 330

Paper Group AWR 330

February 1, 2020

Arabic Text Diacritization Using Deep Neural Networks. Pose Estimation of Periacetabular Osteotomy Fragments with Intraoperative X-Ray Navigation. Topological Machine Learning for Multivariate Time Series. Uncovering the Semantics of Wikipedia Categories. Estimating Information-Theoretic Quantities with Uncertainty Forests. A Prior of a Googol Gaus …
Paper Group AWR 331

Paper Group AWR 331

February 1, 2020

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension. Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies. Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution s …
Paper Group AWR 332

Paper Group AWR 332

February 1, 2020

Single Deep Counterfactual Regret Minimization. A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies. Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. A Comprehensive Survey on Transfer Learning. SmartBullets: A Cloud-Assisted Bullet Screen Filter based on Deep L …
Paper Group AWR 333

Paper Group AWR 333

February 1, 2020

TechNet: Technology Semantic Network Based on Patent Data. Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection. Deep Session Interest Network for Click-Through Rate Prediction. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. Learning Trajectory Dependencies for Human Motion Prediction. NL …