[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 374
October 19, 2019

Paper Group ANR 374

Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks. Towards Theoretical Understanding of Large Batch Training in Stochastic Gradient Descent. Linearized Binary Regression. The Singular Values of Convolutional Layers. Energy-Efficient CMOS Memristive Synapses for Mixed-Signal Neuromorphic System-on-a-Chip. T …

Paper Group ANR 375

Paper Group ANR 375

October 19, 2019

MelanoGANs: High Resolution Skin Lesion Synthesis with GANs. Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning. Robust Student Network Learning. Using Deep Autoencoders for Facial Expression Recognition. Single Image Dehazing Based on Generic Regularity. Learning a Latent Space of Multitrack Measures. Strategies for Lang …
Paper Group ANR 376

Paper Group ANR 376

October 19, 2019

Structured Pruning for Efficient ConvNets via Incremental Regularization. Simple stopping criteria for information theoretic feature selection. Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations. On the Convergence of A Class of Adam-Type Algorithms for Non-Conv …
Paper Group ANR 377

Paper Group ANR 377

October 19, 2019

Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling. Towards Large-Scale Video Video Object Mining. Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards. Causal Bandits with Propagating Inference. Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation. GPU Acce …
Paper Group ANR 378

Paper Group ANR 378

October 19, 2019

Security Matters: A Survey on Adversarial Machine Learning. Analyzing Language Learned by an Active Question Answering Agent. Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation. Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter. Machine learning regression on hyperspectral data to est …
Paper Group ANR 379

Paper Group ANR 379

October 19, 2019

DeepWrinkles: Accurate and Realistic Clothing Modeling. Stable Opponent Shaping in Differentiable Games. A small Griko-Italian speech translation corpus. Some Theoretical Properties of GANs. Hourly-Similarity Based Solar Forecasting Using Multi-Model Machine Learning Blending. Learning Cross-Lingual Sentence Representations via a Multi-task Dual-En …
Paper Group ANR 380

Paper Group ANR 380

October 19, 2019

Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm. Improving Bi-directional Generation between Different Modalities with Variational Autoencoders. Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach. Deep Reinforcement Learning for Image H …
Paper Group ANR 381

Paper Group ANR 381

October 19, 2019

Convolutional Geometric Matrix Completion. Parameter Transfer Unit for Deep Neural Networks. Random perturbation and matrix sparsification and completion. Static and Dynamic Robust PCA and Matrix Completion: A Review. Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. Sliding Bidirectional Recurrent Neural …
Paper Group ANR 382

Paper Group ANR 382

October 19, 2019

Agreement-based Learning. Using Detailed Access Trajectories for Learning Behavior Analysis. Computable Variants of AIXI which are More Powerful than AIXItl. Probabilistic Clustering Using Maximal Matrix Norm Couplings. Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study. On preserving n …
Paper Group ANR 383

Paper Group ANR 383

October 19, 2019

Learning Invariances using the Marginal Likelihood. Unsupervised RGBD Video Object Segmentation Using GANs. Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling. Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. Neural Compositional De …
Paper Group ANR 384

Paper Group ANR 384

October 19, 2019

The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning. Substation Signal Matching with a Bagged Token Classifier. Detecting British Columbia Coastal Rainfall Patterns by Clustering Gaussian Processes. The Complexity of Limited Belief Reasoning – The Quantifier-Free Case. Deep Network Uncertainty Maps for In …
Paper Group ANR 385

Paper Group ANR 385

October 19, 2019

Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation. Convex Relaxations of Convolutional Neural Nets. Pixel-Level Alignment of Facial Images for High Accuracy Recognition Using Ensemble of Patches. Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture. Inventory Balancing with Online Learning. Exploring the …
Paper Group ANR 386

Paper Group ANR 386

October 19, 2019

Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling. Pay Attention to Virality: understanding popularity of social media videos with the attention mechanism. Deep reinforcement learning for search, recommendation, and online advertising: a survey. Color Sails: Discrete-Continuous Palettes for Deep Color Explo …
Paper Group ANR 387

Paper Group ANR 387

October 19, 2019

Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data. StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks. A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units. Unsupervise …
Paper Group ANR 388

Paper Group ANR 388

October 19, 2019

Contextual Topic Modeling For Dialog Systems. Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach. Detecting and interpreting myocardial infarction using fully convolutional neural networks. Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data. Code-switched Language Models Using Dual RNNs and Sa …
Paper Group ANR 389

Paper Group ANR 389

October 19, 2019

Language Modeling with Generative AdversarialNetworks. Fast convergence rates of deep neural networks for classification. Context-Aware Policy Reuse. Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection. Discovering state-parameter mappings in subsurface models using generative adversarial networks. State of the Ar …
Paper Group ANR 390

Paper Group ANR 390

October 19, 2019

Teacher Improves Learning by Selecting a Training Subset. ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics. Multimodal Social Media Analysis for Gang Violence Prevention. Don’t get Lost in Negation: An Effective Negation Handled Dialogue Acts Prediction Algorithm for Twitter Customer Service Conversations. Evolutionary Ar …
Paper Group ANR 391

Paper Group ANR 391

October 19, 2019

New Methods of Studying Valley Fitness Landscapes. Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation. Controversy Rules - Discovering Regions Where Classifiers (Dis-)Agree Exceptionally. Finding Original Image Of A Sub Image Using CNNs. A Reinforcement Learning Approach to Age of Information in Multi …
Paper Group ANR 392

Paper Group ANR 392

October 19, 2019

Real-Time Deep Learning Method for Abandoned Luggage Detection in Video. Hand-tremor frequency estimation in videos. A simulation study to distinguish prompt photon from $π^0$ and beam halo in a granular calorimeter using deep networks. Classification of histopathological breast cancer images using iterative VMD aided Zernike moments & textural sig …
Paper Group ANR 393

Paper Group ANR 393

October 19, 2019

Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals. The modal age of Statistics. Integrated Object Detection and Tracking with Tracklet-Conditioned Detection. Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset. Segmentation of A …
Paper Group ANR 394

Paper Group ANR 394

October 19, 2019

Best Arm Identification for Contaminated Bandits. Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning. Assessing the Utility of Weather Data for Photovoltaic Power Prediction. Efficient Two-Step Adversarial Defense for Deep Neural Networks. The Voice Conversion Challenge 2018: Promoting Development of Parallel and Non …
Paper Group ANR 395

Paper Group ANR 395

October 19, 2019

Event-based Gesture Recognition with Dynamic Background Suppression using Smartphone Computational Capabilities. Mixed Likelihood Gaussian Process Latent Variable Model. Tree-Based Optimization: A Meta-Algorithm for Metaheuristic Optimization. Large Field and High Resolution: Detecting Needle in Haystack. Quantification and Analysis of Scientific L …
Paper Group ANR 396

Paper Group ANR 396

October 19, 2019

Machine Learning for Combinatorial Optimization: a Methodological Tour d’Horizon. Towards a more efficient representation of imputation operators in TPOT. Differentiable Greedy Networks. CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing. Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search. …
Paper Group ANR 397

Paper Group ANR 397

October 19, 2019

Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison of two Convolutional Networks. Deep Neural Net with Attention for Multi-channel Multi-touch Attribution. Trivial Transfer Learning for Low-Resource Neural Machine Translation. WNGrad: Learn the Learning Rate in Gradient Descent. Joint Aspect and Polarity Classification for Aspe …
Paper Group ANR 398

Paper Group ANR 398

October 19, 2019

Gaussian Word Embedding with a Wasserstein Distance Loss. Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks. Learning From Positive and Unlabeled Data: A Survey. Mobility Mode Detection Using WiFi Signals. The closed loop between opinion formation and personalised recommendations. Multi-task learning of daily wor …
Paper Group ANR 399

Paper Group ANR 399

October 19, 2019

An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes. Guided patch-wise nonlocal SAR despeckling. Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions. Commonsense mining as knowledge base completion? A study on the impact of novelty. Preventing Poisoning Attacks on AI based Threat …
Paper Group ANR 400

Paper Group ANR 400

October 19, 2019

Unsupervised Image to Sequence Translation with Canvas-Drawer Networks. Beyond Bags of Words: Inferring Systemic Nets. Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network. Mobile big data analysis with machine learning. Revealing patterns in HIV viral load data and classifying pa …
Paper Group ANR 401

Paper Group ANR 401

October 19, 2019

Reducing Gender Bias in Abusive Language Detection. MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation. Distributionally Robust Graphical Models. Data Science with Vadalog: Bridging Machine Learning and Reasoning. From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inferen …