[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 35
February 2, 2020

Paper Group AWR 35

Your Stance is Exposed! Analysing Possible Factors for Stance Detection on Social Media. Learning Depth-Guided Convolutions for Monocular 3D Object Detection. Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis. A deep learning approach for automated detection of geographic atrophy from color fundus photographs. …

Paper Group AWR 36

Paper Group AWR 36

February 2, 2020

Artificial Neural Network Modeling for Path Loss Prediction in Urban Environments. LambdaOpt: Learn to Regularize Recommender Models in Finer Levels. Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso. The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation. Evaluating …
Paper Group AWR 37

Paper Group AWR 37

February 2, 2020

Latent Channel Networks. DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization. Output-Constrained Bayesian Neural Networks. Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation. End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation. Adversa …
Paper Group AWR 38

Paper Group AWR 38

February 2, 2020

Explainable Knowledge Graph-based Recommendation via Deep Reinforcement Learning. Partially Encrypted Machine Learning using Functional Encryption. The Design and Implementation of a Real Time Visual Search System on JD E-commerce Platform. SaLite : A light-weight model for salient object detection. ntuer at SemEval-2019 Task 3: Emotion Classificat …
Paper Group AWR 39

Paper Group AWR 39

February 2, 2020

Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing. Computação Urbana da Teoria à Prática: Fundamentos, Aplicações e Desafios. Giveme5W1H: A Universal System for Extracting Main Events from News Articles. Adversarial point perturbations on 3D objects. StructureNet: Hierarchical Graph Networks for 3D Shape Generation. 3DN: 3D De …
Paper Group AWR 4

Paper Group AWR 4

February 2, 2020

Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions. A Self Validation Network for Object-Level Human Attention Estimation. Improving Visual Relation Detection using Depth Maps. Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization. Representational Rényi heterogenei …
Paper Group AWR 40

Paper Group AWR 40

February 2, 2020

Probing Natural Language Inference Models through Semantic Fragments. Facet-Aware Evaluation for Extractive Text Summarization. SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards. Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction. Practical Lossless Compression with Latent Variables using Bits Back C …
Paper Group AWR 41

Paper Group AWR 41

February 2, 2020

MUREL: Multimodal Relational Reasoning for Visual Question Answering. Rates of Convergence for Sparse Variational Gaussian Process Regression. Sliced Wasserstein Generative Models. Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. Frequency Principle: Fourier Analysis Sheds Light on Deep Neura …
Paper Group AWR 42

Paper Group AWR 42

February 2, 2020

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. 3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI. A topological data analysis based classification method for multiple measurements. HopSkipJumpAttack: A Query-Efficient Decision-Based Attack. Is the Red Square Big? MALeViC: Modelin …
Paper Group AWR 43

Paper Group AWR 43

February 2, 2020

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks. Deep Iterative and Adaptive Learning for Graph Neural Networks. Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness. MONet: Unsupervised Scene Decomposition and Representation. ChromaGAN: Adversarial Picture Colorization with Semantic Class Di …
Paper Group AWR 44

Paper Group AWR 44

February 2, 2020

Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm. XLNet: Generalized Autoregressive Pretraining for Language Understanding. Automatic Posterior Transformation for Likelihood-Free Inference. Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommenda …
Paper Group AWR 45

Paper Group AWR 45

February 2, 2020

SelFlow: Self-Supervised Learning of Optical Flow. RUBi: Reducing Unimodal Biases in Visual Question Answering. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation. Universal Boosting Variational Inference. SummAE: Zero-Shot Abstractive …
Paper Group AWR 46

Paper Group AWR 46

February 2, 2020

Does BERT agree? Evaluating knowledge of structure dependence through agreement relations. Maybe Deep Neural Networks are the Best Choice for Modeling Source Code. Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling. Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression. SpanBERT: Improving Pre- …
Paper Group AWR 47

Paper Group AWR 47

February 2, 2020

Many Task Learning with Task Routing. Rényi Differential Privacy of the Sampled Gaussian Mechanism. AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning. Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds. Multi-task Learning for Aggregated Data using Gaussian Processes. Distantly Supervis …
Paper Group AWR 48

Paper Group AWR 48

February 2, 2020

Domain Adaptation of Neural Machine Translation by Lexicon Induction. StegaStamp: Invisible Hyperlinks in Physical Photographs. Cross-View Policy Learning for Street Navigation. A Comprehensive Overhaul of Feature Distillation. DFuseNet: Deep Fusion of RGB and Sparse Depth Information for Image Guided Dense Depth Completion. Fast and Efficient Zero …
Paper Group AWR 49

Paper Group AWR 49

February 2, 2020

Learning Spatial Fusion for Single-Shot Object Detection. On the Importance of Word Boundaries in Character-level Neural Machine Translation. Putting An End to End-to-End: Gradient-Isolated Learning of Representations. Discriminative Neural Clustering for Speaker Diarisation. Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Pre …
Paper Group AWR 5

Paper Group AWR 5

February 2, 2020

Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks. CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing. DAOC: Stable Clustering of Large Networks. A Topic-Agnostic Approach for Identifying Fake News Pages. Compositio …
Paper Group AWR 50

Paper Group AWR 50

February 2, 2020

Creativity Inspired Zero-Shot Learning. Towards Finding Longer Proofs. Learning to Cluster Faces on an Affinity Graph. DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing. Guiding Theorem Proving by Recurrent Neural Networks. UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing. Vide …
Paper Group AWR 51

Paper Group AWR 51

February 2, 2020

Bayesian estimation of the latent dimension and communities in stochastic blockmodels. Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations. Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach. RRPN: Radar Regi …
Paper Group AWR 52

Paper Group AWR 52

February 2, 2020

Word Similarity Datasets for Thai: Construction and Evaluation. COS960: A Chinese Word Similarity Dataset of 960 Word Pairs. A Resource for Computational Experiments on Mapudungun. Bottom-up Object Detection by Grouping Extreme and Center Points. Common Voice: A Massively-Multilingual Speech Corpus. Generalized Presentation Attack Detection: a face …
Paper Group AWR 53

Paper Group AWR 53

February 2, 2020

Unsupervised Deep Learning by Neighbourhood Discovery. Online Knowledge Distillation with Diverse Peers. Deep High-Resolution Representation Learning for Visual Recognition. RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free. Multi-stage Deep Classifier Cascades for Open World Recognition. SOLO: Segmentin …
Paper Group AWR 54

Paper Group AWR 54

February 2, 2020

Distribution-Aware Coordinate Representation for Human Pose Estimation. Hierarchical Graph Pooling with Structure Learning. Learning Discriminative Model Prediction for Tracking. Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. Kervolutional Neural Networks. Consistency-Aware Recommendation for User-Generated Ite …
Paper Group AWR 55

Paper Group AWR 55

February 2, 2020

Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration. GolfDB: A Video Database for Golf Swing Sequencing. Street Crossing Aid Using Light-weight CNNs for the Visually Impaired. Batch Policy Learning under Constraints. Green AI. Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolu …
Paper Group AWR 56

Paper Group AWR 56

February 2, 2020

Fleet Prognosis with Physics-informed Recurrent Neural Networks. 3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation. Recognizing Manipulation Actions from State-Transformations. Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences. Self-Paced Multi-Label Learning wit …
Paper Group AWR 57

Paper Group AWR 57

February 2, 2020

MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records. A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation. MMDetection: Open MMLab Detection Toolbox and Benchmark. Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments. DeepGCNs: Can GCNs Go …
Paper Group AWR 58

Paper Group AWR 58

February 2, 2020

TIGS: An Inference Algorithm for Text Infilling with Gradient Search. Estimating the effective dimension of large biological datasets using Fisher separability analysis. Adversarial Attacks on Deep Neural Networks for Time Series Classification. Feature Relevance Bounds for Ordinal Regression. What to Expect of Classifiers? Reasoning about Logistic …
Paper Group AWR 59

Paper Group AWR 59

February 2, 2020

Using cameras for precise measurement of two-dimensional plant features: CASS. Person Re-identification with Bias-controlled Adversarial Training. Unsupervised Tracklet Person Re-Identification. Non-Rigid Point Set Registration Networks. On Recurrent Neural Networks for Sequence-based Processing in Communications. Metric Attack and Defense for Pers …
Paper Group AWR 6

Paper Group AWR 6

February 2, 2020

Do Not Trust Additive Explanations. From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer. TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP. Domain Intersection and Domain Difference. Automatically Neutralizing Subjective Bias in Text. Learning Content-Weighted Deep Image Compression. Rectangu …