[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 222
February 1, 2020

Paper Group AWR 222

SMART tracking: Simultaneous anatomical imaging and real-time passive device tracking for MR-guided interventions. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models. Extracting Success from IBM’s 20-Qubit Machines Using Error-Aware Compilation. Multi-step Cascaded Networks for Brain Tumor Segmentation. Similar …

Paper Group AWR 223

Paper Group AWR 223

February 1, 2020

Adding Intuitive Physics to Neural-Symbolic Capsules Using Interaction Networks. Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning. FLO: Fast and Lightweight Hyperparameter Optimization for AutoML. End-to-End Probabilistic Inference for Nonstationary Audio Analysis. 3D Convolutional Neural Networks Image Registration Based …
Paper Group AWR 224

Paper Group AWR 224

February 1, 2020

Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower. Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization. MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition. Universal audio synthesizer control with normalizing flows. Towards modular and programmable architecture sear …
Paper Group AWR 225

Paper Group AWR 225

February 1, 2020

CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning. Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. GA-Net: Guided Aggregation Net for End-to-end Stereo Matching. Image Re …
Paper Group AWR 226

Paper Group AWR 226

February 1, 2020

Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification. Co-Generation with GANs using AIS based HMC. XDeep: An Interpretation Tool for Deep Neural Networks. Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. Le …
Paper Group AWR 227

Paper Group AWR 227

February 1, 2020

The StarCraft Multi-Agent Challenge. Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data. Semantic Graph Convolutional Networks for 3D Human Pose Regression. Learning Invariant Representations of Social Media Users. DOVER: A Method for Combining Diarization Outputs. Protecting Geolocati …
Paper Group AWR 228

Paper Group AWR 228

February 1, 2020

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …
Paper Group AWR 229

Paper Group AWR 229

February 1, 2020

MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. Unsupervised Learning of Landmarks by Descriptor Vector Exchange. Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian. Katecheo: A Portable and Modular System for Multi-Topic Question Answering. Addressing Sample Complexity in …
Paper Group AWR 230

Paper Group AWR 230

February 1, 2020

Placental Flattening via Volumetric Parameterization. Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model. REPAIR: Removing Representation Bias by Dataset Resampling. SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking. DISN: Deep Implicit Surface Network for High-quality Single-view 3D Rec …
Paper Group AWR 231

Paper Group AWR 231

February 1, 2020

Rule-Guided Compositional Representation Learning on Knowledge Graphs. DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search. Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State. Bridging …
Paper Group AWR 232

Paper Group AWR 232

February 1, 2020

Lemotif: An Affective Visual Journal Using Deep Neural Networks. DEDUCE: Diverse scEne Detection methods in Unseen Challenging Environments. Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework. EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search. An Updated Duet Mo …
Paper Group AWR 233

Paper Group AWR 233

February 1, 2020

Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs. Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions. Training Neural Networks for and by Interpolation. Synthetic Ground Truth Generation for Evaluating Generative Policy Models. Accelerating Deep Learning by Focusing on the Biggest Losers. Portugu …
Paper Group AWR 234

Paper Group AWR 234

February 1, 2020

FoodX-251: A Dataset for Fine-grained Food Classification. On Dimensional Linguistic Properties of the Word Embedding Space. A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification. Tracing Network Evolution Using the PARAFAC2 Model. Tensor Canonical Correlation Analysis. Automatic Detection of Protective Behavior in …
Paper Group AWR 235

Paper Group AWR 235

February 1, 2020

Decoupling Localization and Classification in Single Shot Temporal Action Detection. Dataset Culling: Towards Efficient Training Of Distillation-Based Domain Specific Models. Reinforcement Learning for Market Making in a Multi-agent Dealer Market. LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation. Learning Hierarchic …
Paper Group AWR 236

Paper Group AWR 236

February 1, 2020

Deep Network Classification by Scattering and Homotopy Dictionary Learning. Multi-source Distilling Domain Adaptation. Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. Stokes Inversion based on Convolutional Neural Networks. When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then …
Paper Group AWR 237

Paper Group AWR 237

February 1, 2020

Star-Transformer. Estimating Solar Irradiance Using Sky Imagers. Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search. Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach. Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation. Joint Learning of Saliency Detecti …
Paper Group AWR 238

Paper Group AWR 238

February 1, 2020

Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step. Understanding Top-k Sparsification in Distributed Deep Learning. Word-Class Embeddings for Multiclass Text Classification. Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication. Ordered SGD: A New Stochastic Optimi …
Paper Group AWR 239

Paper Group AWR 239

February 1, 2020

Curriculum Learning for Cumulative Return Maximization. ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection. Statistical Model Aggregation via Parameter Matching. Deep Learning Based Chatbot Models. Data assimilation in Agent-based models using creation and annihilation operators. A Capsule Network-based Model fo …
Paper Group AWR 240

Paper Group AWR 240

February 1, 2020

The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants. Ranked List Loss for Deep Metric Learning. Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning. Trouble with the Curve: Predicting Future MLB Players Using Scouting Reports. Explaining Deep Learning-Based Networked Systems. Learning Partial Di …
Paper Group AWR 241

Paper Group AWR 241

February 1, 2020

Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. AttaCut: A Fast and Accurate Neural Thai Word Segmenter. Robust Learning with the Hilbert-Schmidt Independence Criterion. A coupled autoencoder approach for multi-modal analysis of cell types. Improving Face Anti-Spoofing by 3D Virtual Synthesis. Using Similarity M …
Paper Group AWR 242

Paper Group AWR 242

February 1, 2020

Semantic Bottleneck Scene Generation. UAFS: Uncertainty-Aware Feature Selection for Problems with Missing Data. Instance Segmentation based Semantic Matting for Compositing Applications. Stock Forecasting using M-Band Wavelet-Based SVR and RNN-LSTMs Models. Hadamard Matrix Guided Online Hashing. Learning Without Loss. Pre-train and Learn: Preserve …
Paper Group AWR 243

Paper Group AWR 243

February 1, 2020

Fashion Image Retrieval with Capsule Networks. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. Efficient Covariance Estimation from Temporal Data. Neumann Networks for Inverse Problems in Imaging. The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. Using Local Knowledge Graph Cons …
Paper Group AWR 244

Paper Group AWR 244

February 1, 2020

Automatically Identifying Complaints in Social Media. A Simple Joint Model for Improved Contextual Neural Lemmatization. Learning To Follow Directions in Street View. JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. Neural Volumes: Learning Dynamic Renderab …
Paper Group AWR 245

Paper Group AWR 245

February 1, 2020

Automated Machine Learning with Monte-Carlo Tree Search. Efficient Neural Interaction Function Search for Collaborative Filtering. Discovering the Compositional Structure of Vector Representations with Role Learning Networks. Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study. Pushing the Boundaries of View Extr …
Paper Group AWR 246

Paper Group AWR 246

February 1, 2020

Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. On-Policy Trust Region Policy Optimisation with Replay Buffers. Fine-tune BERT for Extractive Summarization. compare-mt: A Tool for Holistic Comparison of Language Generation Systems. DeepCaps: Going Deeper with Capsule Networks. Learning to Exploit Long-term Re …
Paper Group AWR 247

Paper Group AWR 247

February 1, 2020

DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention. Regularizing Neural Networks for Future Trajectory Prediction via Inverse Reinforcement Learning Framework. Graph-Based Object Classification for Neuromorphic Vision Sensing. Tag-based Multi-Span Extraction in Reading Comprehension. Biologically plausible deep le …
Paper Group AWR 248

Paper Group AWR 248

February 1, 2020

Scale-Aware Trident Networks for Object Detection. Representative Datasets: The Perceptron Case. Practical Open-Loop Optimistic Planning. Real-time Scalable Dense Surfel Mapping. Image Synthesis with a Single (Robust) Classifier. CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems. Tr …
Paper Group AWR 249

Paper Group AWR 249

February 1, 2020

OpenVSLAM: A Versatile Visual SLAM Framework. Time-warping invariants of multidimensional time series. A new evaluation framework for topic modeling algorithms based on synthetic corpora. Supervised online diarization with sample mean loss for multi-domain data. Learning Perspective Undistortion of Portraits. Scalable Kernel Learning via the Discri …