[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 206
October 19, 2019

Paper Group ANR 206

Knowledge-enriched Two-layered Attention Network for Sentiment Analysis. Law and Adversarial Machine Learning. ClusterNet: 3D Instance Segmentation in RGB-D Images. Deep Discriminative Learning for Unsupervised Domain Adaptation. Knowledge Graph Embedding with Multiple Relation Projections. Cross-lingual Word Analogies using Linear Transformations …

Paper Group ANR 207

Paper Group ANR 207

October 19, 2019

How far from automatically interpreting deep learning. Exploring the Use of Attention within an Neural Machine Translation Decoder States to Translate Idioms. A telescoping Bregmanian proximal gradient method without the global Lipschitz continuity assumption. The loss surface of deep linear networks viewed through the algebraic geometry lens. Gene …
Paper Group ANR 208

Paper Group ANR 208

October 19, 2019

HMS-Net: Hierarchical Multi-scale Sparsity-invariant Network for Sparse Depth Completion. SPIGAN: Privileged Adversarial Learning from Simulation. Rain Removal By Image Quasi-Sparsity Priors. Removing rain streaks by a linear model. A Deep Tree-Structured Fusion Model for Single Image Deraining. Towards Semi-Supervised Learning for Deep Semantic Ro …
Paper Group ANR 209

Paper Group ANR 209

October 19, 2019

Towards a Zero-One Law for Entrywise Low Rank Approximation. An Unified Intelligence-Communication Model for Multi-Agent System Part-I: Overview. MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer. Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures. Joint S …
Paper Group ANR 210

Paper Group ANR 210

October 19, 2019

Variational Saccading: Efficient Inference for Large Resolution Images. Cycle-of-Learning for Autonomous Systems from Human Interaction. Context-Aware Neural Machine Translation Learns Anaphora Resolution. An Optimal Algorithm for Online Unconstrained Submodular Maximization. 3D Human Pose Estimation on a Configurable Bed from a Pressure Image. Can …
Paper Group ANR 211

Paper Group ANR 211

October 19, 2019

Parallel-tempered Stochastic Gradient Hamiltonian Monte Carlo for Approximate Multimodal Posterior Sampling. Representing Sets as Summed Semantic Vectors. Performance Analysis of Robust Stable PID Controllers Using Dominant Pole Placement for SOPTD Process Models. On the overfly algorithm in deep learning of neural networks. The Importance of Being …
Paper Group ANR 212

Paper Group ANR 212

October 19, 2019

Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding. Multiple Manifolds Metric Learning with Application to Image Set Classification. Hartley Spectral Pooling for Deep Learning. Testing for Conditional Mean Independence with Covariates through Martingale Difference Divergence. A representer theorem for deep neural networks …
Paper Group ANR 213

Paper Group ANR 213

October 19, 2019

Improving Image Captioning with Conditional Generative Adversarial Nets. Cross-modal Embeddings for Video and Audio Retrieval. Quantifying the Burden of Exploration and the Unfairness of Free Riding. Configurable Markov Decision Processes. Speaker Selective Beamformer with Keyword Mask Estimation. Optimizing deep video representation to match brain …
Paper Group ANR 214

Paper Group ANR 214

October 19, 2019

Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks. PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits. Understanding Behavior of Clinical Models under Domain Shifts. Structure Learning of Markov Random Fields through Grow-Shrink Maximum Pseudolikelihood Estimation. Cluster-based App …
Paper Group ANR 215

Paper Group ANR 215

October 19, 2019

Quantum Statistics-Inspired Neural Attention. Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo. On Numerical Estimation of Joint Probability Distribution from Lebesgue Integral Quadratures. Guaranteed Deterministic Bounds on the Total Variation Distance between Univariate Mixtures. Causal Interventions for Fairness. Segment-based …
Paper Group ANR 216

Paper Group ANR 216

October 19, 2019

Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification. Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping. Fast CapsNet for Lung Cancer Screening. Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction. Superpixel-guided Two-view Deterministic Ge …
Paper Group ANR 217

Paper Group ANR 217

October 19, 2019

Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements. Composite Binary Decomposition Networks. Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective. Value Alignment, Fair Play, and the Rights of Service Robots. Quantitative Evaluation of Base and De …
Paper Group ANR 218

Paper Group ANR 218

October 19, 2019

Bridging the Gap Between 2D and 3D Organ Segmentation with Volumetric Fusion Net. Qunatification of Metabolites in MR Spectroscopic Imaging using Machine Learning. Improving robustness of classifiers by training against live traffic. The Corpus Replication Task. Multi range Real-time depth inference from a monocular stabilized footage using a Fully …
Paper Group ANR 219

Paper Group ANR 219

October 19, 2019

A Description Logic Framework for Commonsense Conceptual Combination Integrating Typicality, Probabilities and Cognitive Heuristics. A Decomposition-Based Many-Objective Evolutionary Algorithm with Local Iterative Update. Analysis of adversarial attacks against CNN-based image forgery detectors. Sea surface temperature prediction and reconstruction …
Paper Group ANR 220

Paper Group ANR 220

October 19, 2019

CNN-Based Automatic Urinary Particles Recognition. Did you hear that? Adversarial Examples Against Automatic Speech Recognition. Learning to Prove with Tactics. Graph Signal Sampling via Reinforcement Learning. Heuristics for vehicle routing problems: Sequence or set optimization?. Planning with Arithmetic and Geometric Attributes. Variational Auto …
Paper Group ANR 221

Paper Group ANR 221

October 19, 2019

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All. Learning and Inferring Movement with Deep Generative Model. Multi-Scale Structure-Aware Network for Human Pose Estimation. The Case for Automatic Database Administration using Deep Reinforcement Learning. Design Exploration of Hybrid CMOS-OxRAM Deep Generative Architec …
Paper Group ANR 222

Paper Group ANR 222

October 19, 2019

Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding. Markerless Visual Robot Programming by Demonstration. Towards Spectral Estimation from a Single RGB Image in the Wild. Visual Question Reasoning on General Dependency Tree. Multi-View Frame Reconstruction with Conditional GAN. Category Trees. Use Of Vapnik-Cherv …
Paper Group ANR 223

Paper Group ANR 223

October 19, 2019

Weakly Supervised Attention Learning for Textual Phrases Grounding. Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. The Anatomy of a Cryptocurrency Pump-and-Dump Scheme. Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks. Deep Differential Recurrent Neural Networks. …
Paper Group ANR 224

Paper Group ANR 224

October 19, 2019

Defining the Collective Intelligence Supply Chain. Learning from the Kernel and the Range Space. Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images. Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies. The Concept of C …
Paper Group ANR 225

Paper Group ANR 225

October 19, 2019

Fusion of Methods Based on Minutiae, Ridges and Pores for Robust Fingerprint Recognition. Supervised Convolutional Sparse Coding. Stochastic Activation Pruning for Robust Adversarial Defense. An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation. Adversarial Sparse-View CBCT Artifact Reduction. An …
Paper Group ANR 226

Paper Group ANR 226

October 19, 2019

Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks. Contextual Parameter Generation for Universal Neural Machine Translation. A Bio-inspired Collision Detecotr for Small Quadcopter. Kalman Filter Modifier for Neural Networks in Non-stationary Environments. Comparing Temporal Graphs Using Dynamic Time …
Paper Group ANR 227

Paper Group ANR 227

October 19, 2019

Robustness Analysis of Pedestrian Detectors for Surveillance. Kid on The Phone! Toward Automatic Detection of Children on Mobile Devices. Synergy: A HW/SW Framework for High Throughput CNNs on Embedded Heterogeneous SoC. Threshold Auto-Tuning Metric Learning. Adversarial Semantic Alignment for Improved Image Captions. Transferable neural networks f …
Paper Group ANR 228

Paper Group ANR 228

October 19, 2019

Scalable Semantic Querying of Text. Using probabilistic programs as proposals. Smart City Development with Urban Transfer Learning. Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations. Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients. A Large-Scale Multi-Institutional Evaluati …
Paper Group ANR 229

Paper Group ANR 229

October 19, 2019

Input Combination Strategies for Multi-Source Transformer Decoder. SUSiNet: See, Understand and Summarize it. Improved English to Russian Translation by Neural Suffix Prediction. Hierarchical Multitask Learning for CTC-based Speech Recognition. Phocas: dimensional Byzantine-resilient stochastic gradient descent. Beyond One-hot Encoding: lower dimen …
Paper Group ANR 230

Paper Group ANR 230

October 19, 2019

i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery. LoopSmart: Smart Visual SLAM Through Surface Loop Closure. Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning. A Stacked Autoencoder Neural Network based Automated Feature Extraction Method for Anomaly detec …
Paper Group ANR 231

Paper Group ANR 231

October 19, 2019

Planning in Stochastic Environments with Goal Uncertainty. Hierarchical Bi-level Multi-Objective Evolution of Single- and Multi-layer Echo State Network Autoencoders for Data Representations. Logarithmic mathematical morphology: a new framework adaptive to illumination changes. Studio Ousia’s Quiz Bowl Question Answering System. ADMM-based Networke …
Paper Group ANR 232

Paper Group ANR 232

October 19, 2019

Future-State Predicting LSTM for Early Surgery Type Recognition. The Effect of Context on Metaphor Paraphrase Aptness Judgments. Magnetically Guided Capsule Endoscopy. Patch-Based Image Inpainting with Generative Adversarial Networks. Robust Gradient Descent via Moment Encoding with LDPC Codes. Classification of auditory stimuli from EEG signals wi …
Paper Group ANR 233

Paper Group ANR 233

October 19, 2019

Locally Adaptive Learning Loss for Semantic Image Segmentation. Learning with Analytical Models. Formal Context Generation using Dirichlet Distributions. Non-Factorised Variational Inference in Dynamical Systems. Parser Training with Heterogeneous Treebanks. Inference of Users Demographic Attributes based on Homophily in Communication Networks. The …