[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 362
February 1, 2020

Paper Group AWR 362

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours. Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification. Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems. MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. Planning Beyond the Sensing Horizon Using a L …

Paper Group AWR 363

Paper Group AWR 363

February 1, 2020

Spherical CNNs on Unstructured Grids. Bootstrapping the Expressivity with Model-based Planning. GAN-enhanced Conditional Echocardiogram Generation. Topic-aware chatbot using Recurrent Neural Networks and Nonnegative Matrix Factorization. Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples. Guidin …
Paper Group AWR 364

Paper Group AWR 364

February 1, 2020

Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts. Emulating Human Developmental Stages with Bayesian Neural Networks. 3D U-Net Based Brain Tumor Segmentation and Survival Days Prediction. Gromov-Wasserstein Averaging in a Riemannian Framework. Sparse Feature Selection in Kernel Discriminant Analysis via Op …
Paper Group AWR 365

Paper Group AWR 365

February 1, 2020

A Tsetlin Machine with Multigranular Clauses. In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes. Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic. Adversarial Augmentation for Enhancing Classification of Mammography Images. Persistent Homolog …
Paper Group AWR 366

Paper Group AWR 366

February 1, 2020

Robust sound event detection in bioacoustic sensor networks. Learning Metrics from Teachers: Compact Networks for Image Embedding. SciBERT: A Pretrained Language Model for Scientific Text. Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. Learning to synthesise the ageing brain without longitudinal data. A …
Paper Group AWR 367

Paper Group AWR 367

February 1, 2020

“Why did you do that?": Explaining black box models with Inductive Synthesis. On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset. VideoGraph: Recognizing Minutes-Long Human Activities in Videos. Interaction Relational Network for Mutual Action Recognition. Relation Network for Multi-label Aerial Image …
Paper Group AWR 368

Paper Group AWR 368

February 1, 2020

TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources. Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection. ExCL: Extractive Clip Localization Using Natural Language Descriptions. ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Adva …
Paper Group AWR 369

Paper Group AWR 369

February 1, 2020

Phrase Grounding by Soft-Label Chain Conditional Random Field. A Novel Re-weighting Method for Connectionist Temporal Classification. A Hybrid Neural Network Model for Commonsense Reasoning. Knowledge Graph Embedding for Ecotoxicological Effect Prediction. Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet …
Paper Group AWR 75

Paper Group AWR 75

February 1, 2020

Exploring spectro-temporal features in end-to-end convolutional neural networks. On Slicing Sorted Integer Sequences. Warp and Learn: Novel Views Generation for Vehicles and Other Objects. FFA-Net: Feature Fusion Attention Network for Single Image Dehazing. Transductive Zero-Shot Learning with Visual Structure Constraint. Generalisation dynamics of …
Paper Group AWR 76

Paper Group AWR 76

February 1, 2020

“Good Robot!": Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer. White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks. PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows. LOST: A flexible framework for semi-automatic image annotation. CDPA: Common and Distinctive Pattern A …
Paper Group AWR 77

Paper Group AWR 77

February 1, 2020

Greedy Optimized Multileaving for Personalization. Verification of Neural Networks: Specifying Global Robustness using Generative Models. Residual Reactive Navigation: Combining Classical and Learned Navigation Strategies For Deployment in Unknown Environments. Zero-Shot Open Entity Typing as Type-Compatible Grounding. The Proper Care and Feeding o …
Paper Group AWR 78

Paper Group AWR 78

February 1, 2020

Illumination-Based Data Augmentation for Robust Background Subtraction. Structural Similarity based Anatomical and Functional Brain Imaging Fusion. Boosting: Why You Can Use the HP Filter. One-element Batch Training by Moving Window. Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. HARE: a Flexible Highlight …
Paper Group AWR 79

Paper Group AWR 79

February 1, 2020

Deep Neuroevolution of Recurrent and Discrete World Models. Data Programming using Continuous and Quality-Guided Labeling Functions. Random Search and Reproducibility for Neural Architecture Search. Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers. The spiked matrix model with generative priors. Two-Step Sound …
Paper Group AWR 80

Paper Group AWR 80

February 1, 2020

Hierarchical Context enabled Recurrent Neural Network for Recommendation. Convolutional Mesh Regression for Single-Image Human Shape Reconstruction. Multi-Dimension Modulation for Image Restoration with Dynamic Controllable Residual Learning. Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation. (Male, Bachelor) and …
Paper Group AWR 81

Paper Group AWR 81

February 1, 2020

Bridging Adversarial Robustness and Gradient Interpretability. Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection. MelNet: A Generative Model for Audio in the Frequency Domain. Edge-Guided Occlusion Fading Reduction for a Light-Weighted Self-Supervised Monocular Depth Estimation. Fair Kernel Regre …
Paper Group AWR 82

Paper Group AWR 82

February 1, 2020

Adaptive spline fitting with particle swarm optimization. Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks. A Systematic and Meta-analysis Survey of Whale Optimization Algorithm. Functional Adversarial Attacks. A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories. Student Specialization in Deep Re …
Paper Group AWR 83

Paper Group AWR 83

February 1, 2020

An Empirical Investigation of Randomized Defenses against Adversarial Attacks. Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty. Hierarchical Back Projection Network for Image Super-Resolution. Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network. Looking back at Lab …
Paper Group AWR 84

Paper Group AWR 84

February 1, 2020

Scalable Extreme Deconvolution. F3Net: Fusion, Feedback and Focus for Salient Object Detection. BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding. A Bayesian Decision Tree Algorithm. Modular Block-diagonal Curvature Approximations for Feedforward Architectures. Depth-Aware Video Frame Interpolation. Neutron: An Imp …
Paper Group AWR 85

Paper Group AWR 85

February 1, 2020

Synthetic dataset generation for object-to-model deep learning in industrial applications. OpenCL-based FPGA accelerator for disparity map generation with stereoscopic event cameras. Stochastic Gradient MCMC for Nonlinear State Space Models. Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Co …
Paper Group AWR 86

Paper Group AWR 86

February 1, 2020

Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy. Exploiting locality in high-dimensional factorial hidden Markov models. Human-In-The-Loop Automatic Program Repair. Anomaly Detection for Industrial Control Systems Using Sequence-to-Sequence Neural Networks. Automatic Differentiable Monte Carlo: Theory and Application. Towa …
Paper Group AWR 87

Paper Group AWR 87

February 1, 2020

Time-to-Event Prediction with Neural Networks and Cox Regression. The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation. Theoretically Principled Trade-off between Robustness and Accuracy. Cascade R-CNN: High Quality Object Det …
Paper Group AWR 88

Paper Group AWR 88

February 1, 2020

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Explicit Explore-Exploit Algorithms in Continuous State Spaces. The Explanation Game: Explaining Machine Learning Models with Cooperative Game Theory. Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics. Interpolation Consistency Training fo …
Paper Group AWR 89

Paper Group AWR 89

February 1, 2020

Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss. Towards a Robust Deep Neural Network in Texts: A Survey. Unconstrained Facial Expression Transfer using Style-based Generator. A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids. Restoring ancient te …
Paper Group AWR 90

Paper Group AWR 90

February 1, 2020

X-ray and Visible Spectra Circular Motion Images Dataset. Dual Averaging Method for Online Graph-structured Sparsity. Deep Triplet Quantization. On Tractable Computation of Expected Predictions. Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions. An Introduction to Probabilistic Spiking Neural Networks: Probab …
Paper Group AWR 91

Paper Group AWR 91

February 1, 2020

Unsupervised Label Noise Modeling and Loss Correction. On improving deep learning generalization with adaptive sparse connectivity. Deep Density-aware Count Regressor. Generative Adversarial Networks for text using word2vec intermediaries. Learning to Optimize Multigrid PDE Solvers. Attention model for articulatory features detection. Graph Embedde …
Paper Group AWR 92

Paper Group AWR 92

February 1, 2020

Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. Curriculum semi-supervised segmentation. Agnostic Federated Learning. Deep Multi-View Learning via Task-Optimal CCA. Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. …
Paper Group AWR 93

Paper Group AWR 93

February 1, 2020

Selective Kernel Networks. Efficient training of energy-based models via spin-glass control. CommunityGAN: Community Detection with Generative Adversarial Nets. Utterance-level Aggregation For Speaker Recognition In The Wild. Data-Driven Neuron Allocation for Scale Aggregation Networks. Boltzmann Exploration Expectation-Maximisation. Type-Driven Au …
Paper Group AWR 94

Paper Group AWR 94

February 1, 2020

Unified Language Model Pre-training for Natural Language Understanding and Generation. Balanced Crossover Operators in Genetic Algorithms. End-to-End Learning of Visual Representations from Uncurated Instructional Videos. Nonlinear Markov Random Fields Learned via Backpropagation. A Delay Metric for Video Object Detection: What Average Precision Fa …