[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1139
January 27, 2020

Paper Group ANR 1139

Social Influence-based Attentive Mavens Mining and Aggregative Representation Learning for Group Recommendation. Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Sparse Reward Environments. A Specialized Evolutionary Strategy Using Mean Absolute Error Random Sampling to Design Recurrent Neural Networks. Performanc …

Paper Group ANR 1140

Paper Group ANR 1140

January 27, 2020

Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating. Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels. STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. Seeker: Real-Time Interactive Search. Combining SMT and NMT Back-Translat …
Paper Group ANR 1141

Paper Group ANR 1141

January 27, 2020

Linear Time Visualization and Search in Big Data using Pixellated Factor Space Mapping. CRAFT: A multifunction online platform for speech prosody visualisation. On Validating, Repairing and Refining Heuristic ML Explanations. A Multimodal Alerting System for Online Class Quality Assurance. A Temporal Attentive Approach for Video-Based Pedestrian At …
Paper Group ANR 1142

Paper Group ANR 1142

January 27, 2020

Random projections: data perturbation for classification problems. Computational Separations between Sampling and Optimization. Optimal Farsighted Agents Tend to Seek Power. High-Throughput Machine Learning from Electronic Health Records. Machine learning and serving of discrete field theories – when artificial intelligence meets the discrete univ …
Paper Group ANR 1143

Paper Group ANR 1143

January 27, 2020

DAL – A Deep Depth-aware Long-term Tracker. Score and Lyrics-Free Singing Voice Generation. Neural networks-based backward scheme for fully nonlinear PDEs. A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression. Unsupervised Representation Learning for Gaze Estimation. 360 Panorama Synthesis from a Sparse S …
Paper Group ANR 1144

Paper Group ANR 1144

January 27, 2020

Estimation of crowd density applying wavelet transform and machine learning. NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. Discriminative Video Representation Learning Using Support Vector Classifiers. Water Supply Prediction Based on Initialized Attention Residual Network. Recent Trends in Deep Learning Based Personality Dete …
Paper Group ANR 1145

Paper Group ANR 1145

January 27, 2020

Neural Network Memorization Dissection. Neural Re-Simulation for Generating Bounces in Single Images. Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images. A priori generalization error for two-layer ReLU neural network through minimum norm solution. Significance of parallel computing on the performance of Digital Image Correlat …
Paper Group ANR 1146

Paper Group ANR 1146

January 27, 2020

Deep learning and face recognition: the state of the art. How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?. LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory. Adversarial T-shirt! Evading Person Detectors in A Physical World. Fast generalization error bound of deep learning without scale invarianc …
Paper Group ANR 1147

Paper Group ANR 1147

January 27, 2020

Realistic Channel Models Pre-training. Neural Topographic Factor Analysis for fMRI Data. Position-Aware Convolutional Networks for Traffic Prediction. Adversarial Examples with Difficult Common Words for Paraphrase Identification. HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images. Automatic detectio …
Paper Group ANR 1148

Paper Group ANR 1148

January 27, 2020

Shapelets for earthquake detection. A greedy constructive algorithm for the optimization of neural network architectures. Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation. ORC Layout: Adaptive GUI Layout with OR-Constraints. Rethinking Exposure Bias In Language Modeling. Mean Field Limit of the …
Paper Group ANR 1149

Paper Group ANR 1149

January 27, 2020

On Boosting Semantic Street Scene Segmentation with Weak Supervision. Intra-clip Aggregation for Video Person Re-identification. Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence. Multi-Scale Body-Part Mask Guided Attention for Person Re-identification. Person Re-identification with Metric Learning using Privileged Informa …
Paper Group ANR 1150

Paper Group ANR 1150

January 27, 2020

Pretrained Language Models for Document-Level Neural Machine Translation. Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation. Single Camera Training for Person Re-identification. Image Deconvolution with Deep Image and Kernel Priors. Liver segmentation and metastases detection in MR images using convolutional neural …
Paper Group ANR 1151

Paper Group ANR 1151

January 27, 2020

Appearance invariant Entry-Exit matching using visual soft biometric traits. Block Randomized Optimization for Adaptive Hypergraph Learning. On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks. Toward Best Practices for Explainable B2B Machine Learning. AdvFaces: Adversarial Face Synthesis. Evaluating Semantic Representatio …
Paper Group ANR 1152

Paper Group ANR 1152

January 27, 2020

The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers. An Image Segmentation Model Based on a Variational Formulation. Neighborhood Growth Determines Geometric Priors for Relational Representation Learning. Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. MMGAN: Generative Adversa …
Paper Group ANR 1153

Paper Group ANR 1153

January 27, 2020

Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification. BUT VOiCES 2019 System Description. Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation. White-Box Target Attack for EEG-Based BCI Regression Problems. Future Frame Prediction Using Convolutional VRNN for Ano …
Paper Group ANR 1154

Paper Group ANR 1154

January 27, 2020

Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models. Ordinal Regression as Structured Classification. Increasing Shape Bias in ImageNet-Trained Networks Using Transfer Learning and Domain-Adversarial Methods. Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung …
Paper Group ANR 1155

Paper Group ANR 1155

January 27, 2020

Motion Capture from Pan-Tilt Cameras with Unknown Orientation. Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation. Risk of the Least Squares Minimum Norm Estimator under the Spike Covariance Model. DysLexML: Screening Tool for Dyslexia Using Machine Learning. Acoustically Grounded Word Embeddings for Improved Acoustics-t …
Paper Group ANR 1156

Paper Group ANR 1156

January 27, 2020

Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection. Deep Learning Based Video System for Accurate and Real-Time Parking Measurement. Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach. Multiplicative modulations in hue-selective cells …
Paper Group ANR 1157

Paper Group ANR 1157

January 27, 2020

One-Way Prototypical Networks. A Weakly Supervised Method for Instance Segmentation of Biological Cells. Learning Radiative Transfer Models for Climate Change Applications in Imaging Spectroscopy. Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. The Trustworthy Pal: Controlling the False Discovery R …
Paper Group ANR 1158

Paper Group ANR 1158

January 27, 2020

Data augmentation for low resource sentiment analysis using generative adversarial networks. The excluded area of two-dimensional hard particles. Efficient video indexing for monitoring disease activity and progression in the upper gastrointestinal tract. TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing. Cross-Lingual S …
Paper Group ANR 1159

Paper Group ANR 1159

January 27, 2020

Interactive Plan Explicability in Human-Robot Teaming. Deep Convolutional Spiking Neural Networks for Image Classification. Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems. A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. Multiple Linear Regression Ha …
Paper Group ANR 1160

Paper Group ANR 1160

January 27, 2020

Exploring Stereovision-Based 3-D Scene Reconstruction for Augmented Reality. Challenging the Boundaries of Speech Recognition: The MALACH Corpus. A New CGAN Technique for Constrained Topology Design Optimization. MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples. Remote Heart Rate Measurement from Highly Co …
Paper Group ANR 1161

Paper Group ANR 1161

January 27, 2020

Dialog State Tracking with Reinforced Data Augmentation. Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning. SPair-71k: A Large-scale Benchmark for Semantic Correspondence. Optimized Preprocessing and Machine Learning for Quantitative Raman Spectroscopy in Biology. Self-Training for End-to-End Speech Recognition. Expressing Visu …
Paper Group ANR 1162

Paper Group ANR 1162

January 27, 2020

Can We Distinguish Machine Learning from Human Learning?. Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method. Slot Based Image Augmentation System for Object Detection. A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. Robustness of Neural Networks: A Pr …
Paper Group ANR 1163

Paper Group ANR 1163

January 27, 2020

Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence. Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification. Constrained Bilinear Factorization Multi-view Subspace Clustering. Are Quantitative Features of Lung Nodules Reproducible at Different CT Acquisition and Reconstruction …
Paper Group ANR 1164

Paper Group ANR 1164

January 27, 2020

InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd. Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet. Partial differential equation regularization for supervised machine learning. Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k- …
Paper Group ANR 1165

Paper Group ANR 1165

January 27, 2020

Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design. Deep Sparse Band Selection for Hyperspectral Face Recognition. Visualizing and Understanding Generative Adversarial Networks (Extended Abstract). Interpretable BoW Networks for Adversarial Example Detection. Rescaling and other forms of unsupervised preprocessing introdu …
Paper Group ANR 1166

Paper Group ANR 1166

January 27, 2020

Machine Learning using the Variational Predictive Information Bottleneck with a Validation Set. Variational Bayesian inference of hidden stochastic processes with unknown parameters. Phase transitions and optimal algorithms for semi-supervised classifications on graphs: from belief propagation to graph convolution network. Agile Domain Adaptation. …