[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 847
January 28, 2020

Paper Group ANR 847

Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network. Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs. A hybrid text normalization system using multi-head self-attention for mandarin. Cross-Domain Image Manipulation by Demonstration. A Theoreti …

Paper Group ANR 848

Paper Group ANR 848

January 28, 2020

Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. Loss Surface Modality of Feed-Forward Neural Network Architectures. Confirmatory Aspect-based Opinion Mining Processes. Non-Local ConvLSTM for Video Compression Artifact Reduction. Predicting Algorithm Classes for Programming Word Problems. …
Paper Group ANR 849

Paper Group ANR 849

January 28, 2020

The Tools Challenge: Rapid Trial-and-Error Learning in Physical Problem Solving. Emergence of Numeric Concepts in Multi-Agent Autonomous Communication. A Method for Identifying Origin of Digital Images Using a Convolution Neural Network. A frame semantic overview of NLP-based information extraction for cancer-related EHR notes. Remaining Useful Lif …
Paper Group ANR 850

Paper Group ANR 850

January 28, 2020

Geometry of the Hough transforms with applications to synthetic data. On Dropout and Nuclear Norm Regularization. Accelerating Training using Tensor Decomposition. Weighted Sampling for Combined Model Selection and Hyperparameter Tuning. Sequential Dynamic Resource Allocation for Epidemic Control. Latent-Space Laplacian Pyramids for Adversarial Rep …
Paper Group ANR 851

Paper Group ANR 851

January 28, 2020

On the overestimation of widely applicable Bayesian information criterion. Learning to segment images with classification labels. EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos. Emotional Contribution Analysis of Online Reviews. Prediction Focused Topic Models for Electronic Health Records. Combining RGB and Points to Predict Gr …
Paper Group ANR 852

Paper Group ANR 852

January 28, 2020

Cross-Domain Cascaded Deep Feature Translation. Assessing Partisan Traits of News Text Attributions. Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations. ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. Snowball: Iterative Model Evolution and Confident Sample Discovery for Se …
Paper Group ANR 853

Paper Group ANR 853

January 28, 2020

Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques. Open Set Domain Adaptation for Image and Action Recognition. Predicting Soil pH by Using Nearest Fields. The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. On the Vulnerability of CNN Classifiers in EEG-Based BCIs. Develop …
Paper Group ANR 854

Paper Group ANR 854

January 28, 2020

Linguistic evaluation of German-English Machine Translation using a Test Suite. Grammatical Gender, Neo-Whorfianism, and Word Embeddings: A Data-Driven Approach to Linguistic Relativity. Combining Physics-Based Domain Knowledge and Machine Learning using Variational Gaussian Processes with Explicit Linear Prior. Approximate Inference Turns Deep Net …
Paper Group ANR 855

Paper Group ANR 855

January 28, 2020

Revisiting Paraphrase Question Generator using Pairwise Discriminator. Bayesian Deconditional Kernel Mean Embeddings. Single Episode Policy Transfer in Reinforcement Learning. Making Recommendations from Web Archives for “Lost” Web Pages. Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards. Generalizable Reso …
Paper Group ANR 856

Paper Group ANR 856

January 28, 2020

Interactive Open-Ended Learning for 3D Object Recognition. An Entropy-based Variable Feature Weighted Fuzzy k-Means Algorithm for High Dimensional Data. Class-specific Anchoring Proposal for 3D Object Recognition in LIDAR and RGB Images. Benchmarking Minimax Linkage. Supplementary material for Uncorrected least-squares temporal difference with lamb …
Paper Group ANR 857

Paper Group ANR 857

January 28, 2020

Asynchronous Coagent Networks: Stochastic Networks for Reinforcement Learning without Backpropagation or a Clock. Time-weighted Attentional Session-Aware Recommender System. How to make latent factors interpretable by feeding Factorization machines with knowledge graphs. How robust is MovieLens? A dataset analysis for recommender systems. Geometry …
Paper Group ANR 858

Paper Group ANR 858

January 28, 2020

Revealing Backdoors, Post-Training, in DNN Classifiers via Novel Inference on Optimized Perturbations Inducing Group Misclassification. Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects. Predicting passenger origin-destination in online taxi-hailing systems. An Empirical Study of Factors Affe …
Paper Group ANR 859

Paper Group ANR 859

January 28, 2020

Unsupervised Primitive Discovery for Improved 3D Generative Modeling. Behavior Planning of Autonomous Cars with Social Perception. Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model. Neural networks for option pricing and hedging: a literature review. Focusing and Diffusion: Bidirectional Attentive Graph Convoluti …
Paper Group ANR 860

Paper Group ANR 860

January 28, 2020

Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion. An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. Reinforced Imitation in Heterogeneous Action Space. Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of A …
Paper Group ANR 861

Paper Group ANR 861

January 28, 2020

OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example. Questions to Guide the Future of Artificial Intelligence Research. Optimal Function Approximation with Relu Neural Networks. Adversarial Analysis of Natural Language Inference Systems. Inferring and Improving Street Maps with Data-Driven Automation. Weakly-Supervised Completion Mome …
Paper Group ANR 862

Paper Group ANR 862

January 28, 2020

Forensic Similarity for Digital Images. Self-supervised blur detection from synthetically blurred scenes. Unifying Part Detection and Association for Recurrent Multi-Person Pose Estimation. A stochastic game theory approach for the prediction of interfacial parameters in two-phase flow systems. Determining the Mechanical Properties of a New Composi …
Paper Group ANR 863

Paper Group ANR 863

January 28, 2020

Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning. Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network. Multi-Category Fairness in Sponsored Search Auctions. Making the Invisible Visible: Action Recognition Through Walls and Occlusions. Mean Shift Rejection: Training Deep Neural Networ …
Paper Group ANR 864

Paper Group ANR 864

January 28, 2020

Road User Detection in Videos. Comment on “Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network”. Chart Auto-Encoders for Manifold Structured Data. A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms. Representation Learning of Music Using Artist, Album, and Track Information. Validation of image-guided c …
Paper Group ANR 865

Paper Group ANR 865

January 28, 2020

Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization. A unified framework of predicting binary interestingness of images based on discriminant correlation analysis and multiple kernel learning. Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval. Implications of Computer …
Paper Group ANR 866

Paper Group ANR 866

January 28, 2020

Novel semi-metrics for multivariate change point analysis and anomaly detection. Fast and deep neuromorphic learning with time-to-first-spike coding. Multi-class Novelty Detection Using Mix-up Technique. Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels. Hierarchical approach to classify food scenes in egocentric photo-s …
Paper Group ANR 867

Paper Group ANR 867

January 28, 2020

DeepSquare: Boosting the Learning Power of Deep Convolutional Neural Networks with Elementwise Square Operators. Recurrent Neural Networks for Time Series Forecasting. Implicit Filter Sparsification In Convolutional Neural Networks. Domain Agnostic Learning with Disentangled Representations. Joint Embedding Learning of Educational Knowledge Graphs. …
Paper Group ANR 868

Paper Group ANR 868

January 28, 2020

High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks. Identity Preserve Transform: Understand What Activity Classification Models Have Learnt. Library network, a possible path to explainable neural networks. UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization. Optimal Exploitation of Clust …
Paper Group ANR 869

Paper Group ANR 869

January 28, 2020

Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion. Clustering piecewise stationary processes. Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning. Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assista …
Paper Group ANR 870

Paper Group ANR 870

January 28, 2020

Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning. What can computational models learn from human selective attention? A review from an audiovisual crossmodal perspective. Unwanted Advances in Higher Education: Uncovering Sexual Harassment Experiences in Academia with Text Mining. Training Deep Neura …
Paper Group ANR 871

Paper Group ANR 871

January 28, 2020

Deep Learning on Mobile Devices - A Review. Fourier Phase Retrieval with Extended Support Estimation via Deep Neural Network. Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues. ThumbNet: One Thumbnail Image Contains All You Need for Recognition. Disentangling Redundancy for Multi-Task Pruning. Lsh-sampling Breaks the Computat …
Paper Group ANR 872

Paper Group ANR 872

January 28, 2020

Neuroscience-inspired online unsupervised learning algorithms. Deep geometric knowledge distillation with graphs. Robust contrastive learning and nonlinear ICA in the presence of outliers. Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis. Exploring Graph Neural Networks for Stock Market Predictions with Rolling Window …
Paper Group ANR 873

Paper Group ANR 873

January 28, 2020

In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse. Toward Universal Testing of Dynamic Network Models. Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles. Semantic Search using Spreading Activation based on Ontology. RGPNet: A Real-Time General Purpose Semantic S …
Paper Group ANR 874

Paper Group ANR 874

January 28, 2020

Automatic extrinsic calibration between a camera and a 3D Lidar using 3D point and plane correspondences. Principled Frameworks for Evaluating Ethics in NLP Systems. Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses. Non-asymptotic error bounds for scaled underdamped Langevin MCMC. Complementary …