[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 903
January 28, 2020

Paper Group ANR 903

Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review. Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness. ACE: Adapting to Changing Environments for Semantic Segmentation. Synthesizing Visual Illusions Using Generative Adversarial Networks. Deep Multi-class Adversarial Specularity Removal. Ban …

Paper Group ANR 904

Paper Group ANR 904

January 28, 2020

Affordable Uplift: Supervised Randomization in Controlled Experiments. Using AI for Economic Upliftment of Handicraft Industry. Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures. Bayesian Relational Memory for Semantic Visual Navigation. LAC-Nav: Collision-Free Mutiagent Navigation Based on The Local Action Cells. N …
Paper Group ANR 905

Paper Group ANR 905

January 28, 2020

CMB-GAN: Fast Simulations of Cosmic Microwave background anisotropy maps using Deep Learning. Headline Generation: Learning from Decomposable Document Titles. DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT. Learning to Fix Build Errors with Graph2Diff Neural Networks. Ultra-Reliable and Low-Latency Vehicular Co …
Paper Group ANR 906

Paper Group ANR 906

January 28, 2020

Optimality of Spectral Clustering for Gaussian Mixture Model. On the connections between algorithmic regularization and penalization for convex losses. Human Activity Recognition Using Visual Object Detection. Fault-Diagnosing SLAM for Varying Scale Change Detection. KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. Competing T …
Paper Group ANR 907

Paper Group ANR 907

January 28, 2020

Improving land cover segmentation across satellites using domain adaptation. Controlling Style and Semantics in Weakly-Supervised Image Generation. DENS: A Dataset for Multi-class Emotion Analysis. Domain adversarial learning for emotion recognition. Training CNNs with Selective Allocation of Channels. Attention-based Convolutional Neural Network f …
Paper Group ANR 908

Paper Group ANR 908

January 28, 2020

Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach. Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise. Milli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor. Oriented Boxes for Accurate Instance Segmentation. Accelerating Mi …
Paper Group ANR 909

Paper Group ANR 909

January 28, 2020

Optimal low rank tensor recovery. AddNet: Deep Neural Networks Using FPGA-Optimized Multipliers. Decoding of visual-related information from the human EEG using an end-to-end deep learning approach. Joint Spatial and Angular Super-Resolution from a Single Image. Triangulation: Why Optimize?. Generating Highly Relevant Questions. Basis Prediction Ne …
Paper Group ANR 910

Paper Group ANR 910

January 28, 2020

Answer Them All! Toward Universal Visual Question Answering Models. Hybrid Camera Pose Estimation with Online Partitioning. Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. Deep Structured Cross-Modal Anomaly Detection. DublinCity: Annotated LiDAR Point Cloud and its Applications. Task Agnostic Continual Learning via Meta L …
Paper Group ANR 911

Paper Group ANR 911

January 28, 2020

On the Use/Misuse of the Term ‘Phoneme’. COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis. Nonlinear Discovery of Slow Molecular Modes using State-Free Reversible VAMPnets. Evolutionary reinforcement learning of dynamical large deviations. Visual Agreement Regularized Training for Multi-Modal Machine Translation. Simple 1- …
Paper Group ANR 912

Paper Group ANR 912

January 28, 2020

Item Response Theory based Ensemble in Machine Learning. Critical Point Finding with Newton-MR by Analogy to Computing Square Roots. An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis. Learning to grow: control of materials self-assembly using evolutionary reinforcement learning. …
Paper Group ANR 913

Paper Group ANR 913

January 28, 2020

Learning physics-based reduced-order models for a single-injector combustion process. Do not Omit Local Minimizer: a Complete Solution for Pose Estimation from 3D Correspondences. Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?. Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning. Detecting Cyber …
Paper Group ANR 914

Paper Group ANR 914

January 28, 2020

300 GHz Radar Object Recognition based on Deep Neural Networks and Transfer Learning. Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks. Sample-Optimal Parametric Q-Learning Using Linearly Additive Features. Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation. Co …
Paper Group ANR 915

Paper Group ANR 915

January 28, 2020

Rethinking Classification and Localization for Cascade R-CNN. Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries. A Simple Text Mining Approach for Ranking Pairwise Associations in Biomedical Applications. Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. Learning Continuous Occupancy Ma …
Paper Group ANR 916

Paper Group ANR 916

January 28, 2020

Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy. Landing Probabilities of Random Walks for Seed-Set Expansion in Hypergraphs. Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling. Semantic expressive capacity with bounded memory. NuClick: From Clicks in the N …
Paper Group ANR 917

Paper Group ANR 917

January 28, 2020

Consistent Scale Normalization for Object Recognition. Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks. Outlier Robust Extreme Learning Machine for Multi-Target Regression. PAC learning with stable and private predictions. Physics-based Neural Net …
Paper Group ANR 918

Paper Group ANR 918

January 28, 2020

The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation. Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders. Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates. Improving Fine-grained Entity Typing with Entity Linking. A Parame …
Paper Group ANR 919

Paper Group ANR 919

January 28, 2020

Local Area Transform for Cross-Modality Correspondence Matching and Deep Scene Recognition. Simultaneous Neural Machine Translation using Connectionist Temporal Classification. Neural Machine Translation with Explicit Phrase Alignment. Precipitation Nowcasting with Satellite Imagery. Chinese Street View Text: Large-scale Chinese Text Reading with P …
Paper Group ANR 920

Paper Group ANR 920

January 28, 2020

Combinatorial Bayesian Optimization using the Graph Cartesian Product. Deep Algorithm Unrolling for Blind Image Deblurring. Adversarial Robustness May Be at Odds With Simplicity. On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems. On the approximation of the solution of partial differential equations by …
Paper Group ANR 921

Paper Group ANR 921

January 28, 2020

Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances. Age prediction using a large chest X-ray dataset. Constrained Linear Data-feature Mapping for Image Classification. How Personal is Machine Learning Personalization?. IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tr …
Paper Group ANR 922

Paper Group ANR 922

January 28, 2020

Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation. Influence of segmentation on deep iris recognition performance. Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images. Syntax-aware Multilingual Semantic Role Labeling. Projection pursuit with applications to sc …
Paper Group ANR 923

Paper Group ANR 923

January 28, 2020

Endoscopic vs. volumetric OCT imaging of mastoid bone structure for pose estimation in minimally invasive cochlear implant surgery. Deep K-SVD Denoising. Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. Learning Fair and Interpretable Representations via Linear Orthogonalization. Model …
Paper Group ANR 924

Paper Group ANR 924

January 28, 2020

Limitations of Pinned AUC for Measuring Unintended Bias. C2AE: Class Conditioned Auto-Encoder for Open-set Recognition. A Review on Automatic License Plate Recognition System. Exploiting weak ties in trust-based recommender systems using regular equivalence. A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates. Maximum Expected Hit …
Paper Group ANR 925

Paper Group ANR 925

January 28, 2020

Language Tasks and Language Games: On Methodology in Current Natural Language Processing Research. Greedy Algorithms for Fair Division of Mixed Manna. Flood Detection On Low Cost Orbital Hardware. An Adaptive Deep Learning Algorithm Based Autoencoder for Interference Channels. A learning-based algorithm to quickly compute good primal solutions for …
Paper Group ANR 926

Paper Group ANR 926

January 28, 2020

Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent. An Empirical Study of the Relationships between Code Readability and Software Complexity. A Dual Memory Structure for Efficient Use of Replay Memory in Deep Reinforcement Learning. Optimistic Adaptive Acceleration for Optimization. Generic Varianc …
Paper Group ANR 927

Paper Group ANR 927

January 28, 2020

Attention-based Deep Reinforcement Learning for Multi-view Environments. Machine Learning on EPEX Order Books: Insights and Forecasts. Rethinking the Artificial Neural Networks: A Mesh of Subnets with a Central Mechanism for Storing and Predicting the Data. Analyzing Privacy Loss in Updates of Natural Language Models. Interactive Differentiable Sim …
Paper Group ANR 928

Paper Group ANR 928

January 28, 2020

Best Pair Formulation & Accelerated Scheme for Non-convex Principal Component Pursuit. Compression and Interpretability of Deep Neural Networks via Tucker Tensor Layer: From First Principles to Tensor Valued Back-Propagation. Efficient Differentiable Neural Architecture Search with Meta Kernels. Evaluating Hierarchies through A Partially Observable …
Paper Group ANR 929

Paper Group ANR 929

January 28, 2020

Ray Interference: a Source of Plateaus in Deep Reinforcement Learning. Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning. Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding. Sha …
Paper Group ANR 930

Paper Group ANR 930

January 28, 2020

Heart Segmentation From MRI Scans Using Convolutional Neural Network. How Much Can We See? A Note on Quantifying Explainability of Machine Learning Models. Learning Graph Embedding with Adversarial Training Methods. Localizing Unseen Activities in Video via Image Query. Deep Learning-Based Constellation Optimization for Physical Network Coding in T …