[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 122
October 19, 2019

Paper Group ANR 122

Channel Attention and Multi-level Features Fusion for Single Image Super-Resolution. Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models. The Window Validity Problem in Rule-Based Stream Reasoning. PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarization. A Model for General Intelligence. Kinetic …

Paper Group ANR 123

Paper Group ANR 123

October 19, 2019

Measuring and regularizing networks in function space. Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning. DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction. Coarse to fine non-rigid registration: a chain of scale-specific neural networks for multimodal image alignme …
Paper Group ANR 124

Paper Group ANR 124

October 19, 2019

Edit Probability for Scene Text Recognition. Learning Graph Embeddings from WordNet-based Similarity Measures. Features for Multi-Target Multi-Camera Tracking and Re-Identification. Convolutional neural networks in phase space and inverse problems. Learn and Pick Right Nodes to Offload. Attention-based sequence-to-sequence model for speech recognit …
Paper Group ANR 125

Paper Group ANR 125

October 19, 2019

Locally Convex Sparse Learning over Networks. Proximal SCOPE for Distributed Sparse Learning: Better Data Partition Implies Faster Convergence Rate. A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data. Spiking Deep Residual Network. Removing Algorithmic Discrimination (With M …
Paper Group ANR 126

Paper Group ANR 126

October 19, 2019

Arbitrary Style Transfer with Deep Feature Reshuffle. An analytic theory of generalization dynamics and transfer learning in deep linear networks. Online Off-policy Prediction. Artificial Intelligence for Diabetes Case Management: The Intersection of Physical and Mental Health. A Comparative Study of Neural Network Models for Sentence Classificatio …
Paper Group ANR 127

Paper Group ANR 127

October 19, 2019

Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles. Learning Sums of Independent Random Variables with Sparse Collective Support. Stability of the Stochastic Gradient Method for an Approximated Large Scale Kernel Machine. Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset. NICT’s Neural and Statistical Mac …
Paper Group ANR 128

Paper Group ANR 128

October 19, 2019

AlphaSeq: Sequence Discovery with Deep Reinforcement Learning. Interpretable Set Functions. Self-Attentional Acoustic Models. Near Maximum Likelihood Decoding with Deep Learning. A Classification approach towards Unsupervised Learning of Visual Representations. Localization Guided Learning for Pedestrian Attribute Recognition. Categorizing Variants …
Paper Group ANR 129

Paper Group ANR 129

October 19, 2019

CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation. Medical code prediction with multi-view convolution and description-regularized label-dependent attention. Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. SCPNet: Spatial-Channel Parallelism Network …
Paper Group ANR 130

Paper Group ANR 130

October 19, 2019

Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation. PAC Learning Guarantees Under Covariate Shift. Measuring the Robustness of Graph Properties. An optimal approximation of discrete random variables with respect to the Kolmogorov distance. Recurrently Controlled Recurrent Net …
Paper Group ANR 131

Paper Group ANR 131

October 19, 2019

Kernel Distillation for Fast Gaussian Processes Prediction. Sparse Gaussian ICA. Comparison of Classification Algorithms Used Medical Documents Categorization. Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST. Deep Learning Angiography (DLA): Three-dimensional C-arm Cone Beam CT Angiography …
Paper Group ANR 132

Paper Group ANR 132

October 19, 2019

Reinforcement Learning with Wasserstein Distance Regularisation, with Applications to Multipolicy Learning. Sketch based Reduced Memory Hough Transform. An End-to-end Neural Natural Language Interface for Databases. Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions. Deep Semi Supervised Generative L …
Paper Group ANR 133

Paper Group ANR 133

October 19, 2019

Private PAC learning implies finite Littlestone dimension. Narrow Artificial Intelligence with Machine Learning for Real-Time Estimation of a Mobile Agents Location Using Hidden Markov Models. HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning. The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attribu …
Paper Group ANR 134

Paper Group ANR 134

October 19, 2019

Experimental Tests of Spirituality. Visualizing and Understanding Deep Neural Networks in CTR Prediction. On Variational Methods for Motion Compensated Inpainting. Provable Gaussian Embedding with One Observation. Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities. VMAV-C: A Deep Attention-based Rei …
Paper Group ANR 135

Paper Group ANR 135

October 19, 2019

Learning to Grasp Without Seeing. Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances. 4D Temporally Coherent Light-field Video. Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans. Story Ending Generation with Incremental Encoding and Commonsense Knowledge. Towards Inference-Oriented Reading Co …
Paper Group ANR 136

Paper Group ANR 136

October 19, 2019

Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering. Accelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning. KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation. Multi-Step Prediction of Occupancy Grid Maps with Recurrent Neural …
Paper Group ANR 137

Paper Group ANR 137

October 19, 2019

Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification. SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis. A General Account of Argumentation with Preferences. Local SGD Converges Fast and Communicates Little. A Hardware-Friendly Algorithm for Scalable Training and Deploy …
Paper Group ANR 138

Paper Group ANR 138

October 19, 2019

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. Stable safe screening and structured dictionaries for faster L1 regularization. Modeling Attention Flow on Graphs. Gradient Descent for One-Hidden-Layer Neural Networks: Polynomial Convergence and SQ Lower Bounds. Order Effects for Queries in Intelligent Systems. Matrix Co-com …
Paper Group ANR 139

Paper Group ANR 139

October 19, 2019

Teaching Autonomous Driving Using a Modular and Integrated Approach. Towards Coinductive Theory Exploration in Horn Clause Logic: Position Paper. Neural Lander: Stable Drone Landing Control using Learned Dynamics. Denoising Weak Lensing Mass Maps with Deep Learning. Learning to Drive from Simulation without Real World Labels. A framework for Cultur …
Paper Group ANR 140

Paper Group ANR 140

October 19, 2019

Linear model predictive safety certification for learning-based control. On the relationship between Dropout and Equiangular Tight Frames. Deep Neural Networks In Fully Connected CRF For Image Labeling With Social Network Metadata. Semi-supervised Fisher vector network. Sample Efficient Stochastic Variance-Reduced Cubic Regularization Method. A Sim …
Paper Group ANR 141

Paper Group ANR 141

October 19, 2019

Massively Parallel Video Networks. How do you correct run-on sentences it’s not as easy as it seems. Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data. On Attention Modules for Audio-Visual Synchronization. Interpretable Visual Question Answering by Reasoning on Dependency Trees. DeGroot-F …
Paper Group ANR 142

Paper Group ANR 142

October 19, 2019

Evaluation of Preference of Multimedia Content using Deep Neural Networks for Electroencephalography. Deep Auxiliary Learning for Visual Localization and Odometry. Dial2Desc: End-to-end Dialogue Description Generation. Local Frequency Interpretation and Non-Local Self-Similarity on Graph for Point Cloud Inpainting. Data Poisoning Attacks against On …
Paper Group ANR 143

Paper Group ANR 143

October 19, 2019

WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations. MVG Mechanism: Differential Privacy under Matrix-Valued Query. Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization. PieAPP: Perceptual Image-Error Assessment through Pairwise Preference. Multi-variable LSTM neural netw …
Paper Group ANR 144

Paper Group ANR 144

October 19, 2019

PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems. Gender Effect on Face Recognition for a Large Longitudinal Database. Feature selection in functional data classification with recursive maxima hunting. A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training. Technique for designing a domain ontolog …
Paper Group ANR 145

Paper Group ANR 145

October 19, 2019

Human-Guided Data Exploration. On Plans With Loops and Noise. Mad Max: Affine Spline Insights into Deep Learning. A Modified Sigma-Pi-Sigma Neural Network with Adaptive Choice of Multinomials. Compression of Deep Convolutional Neural Networks under Joint Sparsity Constraints. Neural Language Codes for Multilingual Acoustic Models. Robust Gesture-Ba …
Paper Group ANR 146

Paper Group ANR 146

October 19, 2019

Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics. Train on Validation: Squeezing the Data Lemon. Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching. An Overview of Blockchain Integration with Robotics and Artificial Intelligence. A particle-based variationa …
Paper Group ANR 147

Paper Group ANR 147

October 19, 2019

A Priori Estimates of the Population Risk for Two-layer Neural Networks. Latent Transformations for Object View Points Synthesis. Adversarial Regression for Detecting Attacks in Cyber-Physical Systems. A Brand-level Ranking System with the Customized Attention-GRU Model. Principles of design and software development models of ontological-driven com …
Paper Group ANR 148

Paper Group ANR 148

October 19, 2019

Deep Air Quality Forecasting Using Hybrid Deep Learning Framework. Disjoint Mapping Network for Cross-modal Matching of Voices and Faces. Leveraged volume sampling for linear regression. Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids. How To Make the Gradients Small Stochastically: Even Faster Convex and Nonconvex SGD. Two-stage …
Paper Group ANR 149

Paper Group ANR 149

October 19, 2019

Multi-view Laplacian Eigenmaps Based on Bag-of-Neighbors For RGBD Human Emotion Recognition. Latent Dirichlet Allocation with Residual Convolutional Neural Network Applied in Evaluating Credibility of Chinese Listed Companies. An Outcome Model Approach to Translating a Randomized Controlled Trial Results to a Target Population. Tensor Alignment Bas …