[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 83
October 20, 2019

Paper Group ANR 83

DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks. End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models. Minimax Lower Bounds for $\mathcal{H}_\infty$-Norm Estimation. Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach. MONET: Multiview Semi …

Paper Group ANR 84

Paper Group ANR 84

October 20, 2019

Model identification for ARMA time series through convolutional neural networks. LNEMLC: Label Network Embeddings for Multi-Label Classification. Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound. Projection-Free Bandit Convex Optimization. A Recurrent Convolutional Neural Network Approach for Sensorless Fo …
Paper Group ANR 85

Paper Group ANR 85

October 20, 2019

UMDSub at SemEval-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding. UniMorph 2.0: Universal Morphology. Abstractive Text Summarization by Incorporating Reader Comments. Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. From probabilistic graphical mod …
Paper Group ANR 86

Paper Group ANR 86

October 20, 2019

Learning to Importance Sample in Primary Sample Space. Optimize Deep Convolutional Neural Network with Ternarized Weights and High Accuracy. Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data. Recall Traces: Backtracking Models for Efficient Reinforcement Learning. Replicating Active Appearance Model by …
Paper Group ANR 87

Paper Group ANR 87

October 20, 2019

Multi-robot Symmetric Rendezvous Search on the Line with an Unknown Initial Distance. Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations. Staying Alive - CPR Quality Parameters from Wrist-worn Inertial Sensor Data with Evolutionary Fitted Sinusoidal Models. Overfitting or perfect fitting? Risk bounds for classification and r …
Paper Group ANR 88

Paper Group ANR 88

October 20, 2019

SConE: Siamese Constellation Embedding Descriptor for Image Matching. Visualization of Hyperspectral Images Using Moving Least Squares. Structured Local Optima in Sparse Blind Deconvolution. Doubly Stochastic Adversarial Autoencoder. Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems. The Relevance of Bayesian Layer P …
Paper Group ANR 89

Paper Group ANR 89

October 20, 2019

Gear Training: A new way to implement high-performance model-parallel training. Affine Differential Invariants for Invariant Feature Point Detection. Dual Memory Network Model for Biased Product Review Classification. Learning from Exemplars and Prototypes in Machine Learning and Psychology. Denoising Adversarial Autoencoders: Classifying Skin Lesi …
Paper Group ANR 9

Paper Group ANR 9

October 20, 2019

Approximate Submodular Functions and Performance Guarantees. Unsupervised Open Relation Extraction. Semantic Segmentation for Urban Planning Maps based on U-Net. Deep Generative Video Compression. Investigating accuracy of pitch-accent annotations in neural network-based speech synthesis and denoising effects. Review of Applications of Generalized …
Paper Group ANR 90

Paper Group ANR 90

October 20, 2019

Efficient Pose Tracking from Natural Features in Standard Web Browsers. Im2Struct: Recovering 3D Shape Structure from a Single RGB Image. Designing communication systems via iterative improvement: error correction coding with Bayes decoder and codebook optimized for source symbol error. Adaptive Structural Learning of Deep Belief Network for Medica …
Paper Group ANR 91

Paper Group ANR 91

October 20, 2019

The Influence of Down-Sampling Strategies on SVD Word Embedding Stability. Scale-invariant Feature Extraction of Neural Network and Renormalization Group Flow. An analysis of training and generalization errors in shallow and deep networks. Deep Reinforcement Learning to Acquire Navigation Skills for Wheel-Legged Robots in Complex Environments. Inte …
Paper Group ANR 92

Paper Group ANR 92

October 20, 2019

A Note on Kernel Methods for Multiscale Systems with Critical Transitions. A Droplet Approach Based on Raptor Codes for Distributed Computing With Straggling Servers. Fast Efficient Object Detection Using Selective Attention. Instance Selection Improves Geometric Mean Accuracy: A Study on Imbalanced Data Classification. Unsupervised and Efficient V …
Paper Group ANR 93

Paper Group ANR 93

October 20, 2019

Improving Question Answering by Commonsense-Based Pre-Training. LEAFAGE: Example-based and Feature importance-based Explanationsfor Black-box ML models. A matching based clustering algorithm for categorical data. Machine learning for Internet of Things data analysis: A survey. Catalog of quasars from the Kilo-Degree Survey Data Release 3. Negative …
Paper Group ANR 94

Paper Group ANR 94

October 20, 2019

Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. Transfer Learning for Estimating Causal Effects using Neural Networks. Adversarial Binary Coding for Efficient Person Re-identification. Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. Protecting JPEG Images Against Adversarial At …
Paper Group ANR 95

Paper Group ANR 95

October 20, 2019

LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification. Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. Scoring Formulation for Multi-Condition Joint PLDA. Local Binary Pattern Networks. Generalizable Meta-Heuristic based on Temporal Estimation of Rewards for Large Scale Blackbox Opti …
Paper Group ANR 96

Paper Group ANR 96

October 20, 2019

Holographic Neural Architectures. Graph Memory Networks for Molecular Activity Prediction. Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network. Real-time 3D Pose Estimation with a Monocular Camera Using Deep Learning and Object Priors On an Autonomous Racecar. Active Distribution Learning from Indirect Samp …
Paper Group ANR 97

Paper Group ANR 97

October 20, 2019

End to End Vehicle Lateral Control Using a Single Fisheye Camera. Learning Multilingual Topics from Incomparable Corpus. Classification of 12-Lead ECG Signals with Bi-directional LSTM Network. Region of Interest Detection in Dermoscopic Images for Natural Data-augmentation. Fruit and Vegetable Identification Using Machine Learning for Retail Applic …
Paper Group ANR 98

Paper Group ANR 98

October 20, 2019

Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe. Lightweight Adaptive Mixture of Neural and N-gram Language Models. First-order and second-order variants of the gradient descent in a unified framework. Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks. ActiveStereoNet: …
Paper Group ANR 99

Paper Group ANR 99

October 20, 2019

Anomaly Detection for Industrial Big Data. CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web. Location Augmentation for CNN. Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System. Generative Des …
Paper Group AWR 167

Paper Group AWR 167

October 20, 2019

Automatic Latent Fingerprint Segmentation. Building Damage Annotation on Post-Hurricane Satellite Imagery Based on Convolutional Neural Networks. AutoAugment: Learning Augmentation Policies from Data. Using phase instead of optical flow for action recognition. Human Motion Capture Using a Drone. Larger Norm More Transferable: An Adaptive Feature No …
Paper Group AWR 168

Paper Group AWR 168

October 20, 2019

Autoencoders, Kernels, and Multilayer Perceptrons for Electron Micrograph Restoration and Compression. Learning 3D Shape Completion under Weak Supervision. Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network. A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. Co …
Paper Group AWR 169

Paper Group AWR 169

October 20, 2019

Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN. Zero-Shot Detection. The Music Streaming Sessions Dataset. Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. Network Uncertainty Informed Semantic Feature Selection for Visual SLAM. Sof …
Paper Group AWR 170

Paper Group AWR 170

October 20, 2019

Glioma Segmentation with Cascaded Unet. Recovering affine features from orientation- and scale-invariant ones. PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network. Multi-Agent Generative Adversarial Imitation Learning. HAQ: Hardware-Aware Automated Quantization with Mixed Precision. Automatically Composing Representatio …
Paper Group AWR 171

Paper Group AWR 171

October 20, 2019

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. Mixtures of Skewed Matrix Variate Bilinear Factor Analyzers. Abstractive Summarization Using Attentive Neural Techniques. Applying Machine Learning To Maize Traits Prediction. Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search. Numeracy …
Paper Group AWR 172

Paper Group AWR 172

October 20, 2019

CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation. Generating Multi-Categorical Samples with Generative Adversarial Networks. Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. 3D human pose estimation in video with temporal convolutions and semi-supervised training. ReCoNet: Real-time Coherent Video S …
Paper Group AWR 173

Paper Group AWR 173

October 20, 2019

Residual Dense Network for Image Restoration. Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds. textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior. Document Informed Neural Autoregressive Topic Models with Distributional Prior. Deep Neural …
Paper Group AWR 174

Paper Group AWR 174

October 20, 2019

Empirical Risk Minimization under Fairness Constraints. BirdNet: a 3D Object Detection Framework from LiDAR information. Jointly Learning to Label Sentences and Tokens. GDPP: Learning Diverse Generations Using Determinantal Point Process. Deep-Energy: Unsupervised Training of Deep Neural Networks. Simple, Distributed, and Accelerated Probabilistic …
Paper Group AWR 175

Paper Group AWR 175

October 20, 2019

Practical Deep Reinforcement Learning Approach for Stock Trading. What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training. Visual Reinforcement Learning with Imagined Goals. An empirical study on evaluation metrics of generative adversarial networks. Exploiting Deep Representations for Neural Machine Translation. …
Paper Group AWR 176

Paper Group AWR 176

October 20, 2019

Enhancing Sentence Embedding with Generalized Pooling. A Minimal Closed-Form Solution for Multi-Perspective Pose Estimation using Points and Lines. TI-CNN: Convolutional Neural Networks for Fake News Detection. Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks. From Volcano to Toyshop: Adaptive Discriminative Region Discovery for …