[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 419
January 31, 2020

Paper Group AWR 419

Powering Hidden Markov Model by Neural Network based Generative Models. BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget. Deeper Text Understanding for IR with Contextual Neural Language Modeling. CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation. Modular Universal Reparameterization: Dee …

Paper Group AWR 420

Paper Group AWR 420

January 31, 2020

A Constructive Approach for One-Shot Training of Neural Networks Using Hypercube-Based Topological Coverings. Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator. SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. Pre-Training of Deep Bid …
Paper Group AWR 421

Paper Group AWR 421

January 31, 2020

Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. Emerging Convolutions for Generative Normalizing Flows. Automatic Temporally Coherent Video Colorization. SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses. A Personalized Subreddit Recommendation …
Paper Group AWR 422

Paper Group AWR 422

January 31, 2020

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks. Exploiting temporal context for 3D human pose estimation in the wild. Visual Relationship Detection with Language prior and Softmax. ConvPoint: Continuous Convolutions for Point Cloud Processing. Automated Classification of Histopathology Images Using Tran …
Paper Group AWR 423

Paper Group AWR 423

January 31, 2020

Quantifying Similarity between Relations with Fact Distribution. MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation. BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection. A Literature Study of Embeddings on Source Code. Tropical Cyclone Track Forec …
Paper Group AWR 424

Paper Group AWR 424

January 31, 2020

On the computation of counterfactual explanations – A survey. The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae. Co-Separating Sounds of Visual Objects. GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond. What’ …
Paper Group AWR 425

Paper Group AWR 425

January 31, 2020

Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels. SumQE: a BERT-based Summary Quality Estimation Model. Onset detection: A new approach to QBH system. Learning in the Machine: To Share or Not to Share?. SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds. Data-Efficient Classification of Birdcall Through Co …
Paper Group AWR 426

Paper Group AWR 426

January 31, 2020

A Differentiable Programming System to Bridge Machine Learning and Scientific Computing. Improving Open Information Extraction via Iterative Rank-Aware Learning. Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels. Dynamics-Aware Unsupervised Discovery of Skills. Dilated Convolutional Neural Networks for Sequential …
Paper Group AWR 427

Paper Group AWR 427

January 31, 2020

Benchmarking Natural Language Understanding Services for building Conversational Agents. Deep Learning for Multiple-Image Super-Resolution. KG-BERT: BERT for Knowledge Graph Completion. Towards VQA Models That Can Read. ELG: An Event Logic Graph. Presence-Only Geographical Priors for Fine-Grained Image Classification. Approximate Bayesian Computati …
Paper Group AWR 428

Paper Group AWR 428

January 31, 2020

Joint Viewpoint and Keypoint Estimation with Real and Synthetic Data. Meaning guided video captioning. Topology of Learning in Artificial Neural Networks. Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions. Cognitively-inspired Agent-based Service Composition for Mobile & Pervasive Computing. Global-to-local Memory Pointer Net …
Paper Group AWR 429

Paper Group AWR 429

January 31, 2020

Online Multi-Object Tracking with Dual Matching Attention Networks. Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices. A Higher-Order Swiss Army Infinitesimal Jackknife. VarGFaceNet: An Efficient Variable Group Convolutional Neura …
Paper Group AWR 430

Paper Group AWR 430

January 31, 2020

From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation. Training-Time-Friendly Network for Real-Time Object Detection. Event Representation Learning Enhanced with External Commonsense Knowledge. Hierarchical Optimal Transport for Document Representation. Attention-based Context Aggregation Network for Monocular Depth Es …
Paper Group AWR 431

Paper Group AWR 431

January 31, 2020

d-blink: Distributed End-to-End Bayesian Entity Resolution. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. QASC: A Dataset for Question Answering via Sentence Composition. Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks. Optimal Transport-based Alignment of Learned Character Re …
Paper Group AWR 432

Paper Group AWR 432

January 31, 2020

The emergence of number and syntax units in LSTM language models. SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. What does a Car-ssette tape tell?. 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints. Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. Spotting …
Paper Group AWR 433

Paper Group AWR 433

January 31, 2020

End-to-End Robotic Reinforcement Learning without Reward Engineering. 4D Generic Video Object Proposals. Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach. Fairwashing: the risk of rat …
Paper Group AWR 434

Paper Group AWR 434

January 31, 2020

Efficient Per-Example Gradient Computations in Convolutional Neural Networks. Temporal Attentive Alignment for Video Domain Adaptation. Information Extraction Tool Text2ALM: From Narratives to Action Language System Descriptions. Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks. Jasper: An E …
Paper Group AWR 435

Paper Group AWR 435

January 31, 2020

Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts. Analysing Mathematical Reasoning Abilities of Neural Models. A Layer-Based Sequential Framework for Scene Generation with GANs. HOList: An Environment for Machine Le …
Paper Group AWR 436

Paper Group AWR 436

January 31, 2020

TransNet: A deep network for fast detection of common shot transitions. Representation Learning-Assisted Click-Through Rate Prediction. Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample. Theory of the Frequency Principle for General Deep Neural Networks. Persistency of Excitation for Robustness of Neural Networks. Cascaded LSTMs …
Paper Group AWR 437

Paper Group AWR 437

January 31, 2020

Riemannian adaptive stochastic gradient algorithms on matrix manifolds. DoorGym: A Scalable Door Opening Environment And Baseline Agent. Efficient Derivative Computation for Cumulative B-Splines on Lie Groups. Robustness for Non-Parametric Classification: A Generic Attack and Defense. #MeTooMaastricht: Building a chatbot to assist survivors of sexu …
Paper Group AWR 438

Paper Group AWR 438

January 31, 2020

Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates. Improved ICH classification using task-dependent learning. 3D BAT: A Semi-Automatic, Web-based 3D Annotation Toolbox for Full-Surround, Multi-Modal Data Streams. Neural Outlier Rejection for Self-Supervised Keypoint Learning. TorchBeast: A PyTorch Platform for Distribu …
Paper Group AWR 439

Paper Group AWR 439

January 31, 2020

Torus Graphs for Multivariate Phase Coupling Analysis. On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition. Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking. Transfer Learning for Brain Tumor Segmentation. Linkage Based Face Clustering via Graph Convolution Network. Extracting temporal features into a s …
Paper Group AWR 440

Paper Group AWR 440

January 31, 2020

Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques. Graph Element Networks: adaptive, structured computation and memory. Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis. Believe It or Not, We Know What You Are Looking at!. Learning Edge Properties in Graphs from Path Agg …
Paper Group AWR 441

Paper Group AWR 441

January 31, 2020

Uncertainty-guided Continual Learning with Bayesian Neural Networks. Continual learning with hypernetworks. Uncertainty-based Continual Learning with Adaptive Regularization. ProbAct: A Probabilistic Activation Function for Deep Neural Networks. Hardware Aware Neural Network Architectures using FbNet. Hierarchically Structured Meta-learning. Improv …
Paper Group AWR 442

Paper Group AWR 442

January 31, 2020

Explainability Techniques for Graph Convolutional Networks. Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling. LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference. Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables. Semi-Supervised Monocular Depth Estim …
Paper Group AWR 443

Paper Group AWR 443

January 31, 2020

Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning. Fence GAN: Towards Better Anomaly Detection. The Mathematics of Text Structure. Deep Active Learning for Axon-Myelin Segmentation on Histology Data. On the effect of age perception biases for real age regression. Efficient Saliency Maps for Explainable AI. Fooling Neura …
Paper Group AWR 444

Paper Group AWR 444

January 31, 2020

Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting. Towards Debiasing Fact Verification Models. Learning a Spatio-Temporal Embedding for Video Instance Segmentation. Universally Slimmable Networks and Improved Training Techniques. Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth. …
Paper Group AWR 445

Paper Group AWR 445

January 31, 2020

MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions. Recursive Estimation for Sparse Gaussian Process Regression. Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings. A Benchmark for Anomaly Segmentation. Style Transfo …
Paper Group AWR 446

Paper Group AWR 446

January 31, 2020

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles. Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation. Trident Segmentation CNN: A Spatiotemporal Transformation CNN for Punctate White Matter Lesions Segmentati …