[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 486
October 18, 2019

Paper Group ANR 486

Real-Time Stereo Vision on FPGAs with SceneScan. DSVO: Direct Stereo Visual Odometry. A Low Effort Approach to Structured CNN Design Using PCA. Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. Realizing Intelligence. Hierarchical Reinforcement Learning with Hindsight. Automated labeling of bugs and tickets using attention …

Paper Group ANR 487

Paper Group ANR 487

October 18, 2019

A Hybrid Word-Character Approach to Abstractive Summarization. Diverse Beam Search for Increased Novelty in Abstractive Summarization. Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. Conditional Noise-Contrastive Estimation of Unnormalised Model …
Paper Group ANR 488

Paper Group ANR 488

October 18, 2019

GPU based Parallel Optimization for Real Time Panoramic Video Stitching. Generalized Content-Preserving Warps for Image Stitching. Feature-less Stitching of Cylindrical Tunnel. Towards an Intelligent Edge: Wireless Communication Meets Machine Learning. Gene Shaving using influence function of a kernel method. Mitigating Planner Overfitting in Model …
Paper Group ANR 489

Paper Group ANR 489

October 18, 2019

Emotions are Universal: Learning Sentiment Based Representations of Resource-Poor Languages using Siamese Networks. Discriminative Label Consistent Domain Adaptation. Unsupervised Detection and Explanation of Latent-class Contextual Anomalies. On the information in spike timing: neural codes derived from polychronous groups. Using Normalized Cross …
Paper Group ANR 490

Paper Group ANR 490

October 18, 2019

Realtime Time Synchronized Event-based Stereo. A Joint Sequence Fusion Model for Video Question Answering and Retrieval. Attention to Head Locations for Crowd Counting. Inception-Residual Block based Neural Network for Thermal Image Denoising. On the Complexity of the Weighted Fused Lasso. How Developers Iterate on Machine Learning Workflows – A S …
Paper Group ANR 491

Paper Group ANR 491

October 18, 2019

Collaborative Learning for Deep Neural Networks. Do Better ImageNet Models Transfer Better?. Boosting for Comparison-Based Learning. Recurrent Multiresolution Convolutional Networks for VHR Image Classification. An empirical evaluation of AMR parsing for legal documents. Spline Error Weighting for Robust Visual-Inertial Fusion. Sign-Perturbed Sums: …
Paper Group ANR 492

Paper Group ANR 492

October 18, 2019

HMLasso: Lasso with High Missing Rate. Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data. A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration. Estimating Metric Poses of Dynamic Objects Using Monocular Visual-Inertial Fusion. Local reservoir model for choice-based learning. End …
Paper Group ANR 493

Paper Group ANR 493

October 18, 2019

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning. Variance Reduction for Reinforcement Learning in Input-Driven Environments. Pragmatic approach to structured data querying via natural language interface. End-to-end depth from motion with stabilized monocular videos. The Effects of Super-Resolution on Object Detection Performan …
Paper Group ANR 494

Paper Group ANR 494

October 18, 2019

Learning a Set of Interrelated Tasks by Using Sequences of Motor Policies for a Strategic Intrinsically Motivated Learner. Semantic WordRank: Generating Finer Single-Document Summarizations. Accelerate CU Partition in HEVC using Large-Scale Convolutional Neural Network. Designing Optimal Binary Rating Systems. Thermodynamics and Feature Extraction …
Paper Group ANR 495

Paper Group ANR 495

October 18, 2019

Dexterous Manipulation with Deep Reinforcement Learning: Efficient, General, and Low-Cost. Neural Nets via Forward State Transformation and Backward Loss Transformation. Learning Generic Diffusion Processes for Image Restoration. Move Forward and Tell: A Progressive Generator of Video Descriptions. VADRA: Visual Adversarial Domain Randomization and …
Paper Group ANR 496

Paper Group ANR 496

October 18, 2019

Local, algebraic simplifications of Gaussian random fields. IGNOR: Image-guided Neural Object Rendering. One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. Causal Discovery in the Presence of Missing Data. Unlabeled Compression Schemes Exceeding the VC-dimension. Approximate Inference for Multiplicative Latent Fo …
Paper Group ANR 497

Paper Group ANR 497

October 18, 2019

Fast View Synthesis with Deep Stereo Vision. ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography. Bayes-CPACE: PAC Optimal Exploration in Continuous Space Bayes-Adaptive Markov Decision Processes. Extractive Summarization of EHR Discharge Notes. Transforming Question Answering Datasets Into Natural Language …
Paper Group ANR 498

Paper Group ANR 498

October 18, 2019

When CTC Training Meets Acoustic Landmarks. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss. A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings. Detecting Adversarial Examples via Key-based Network. Bangla License Plate Recognition Using Convolutional Neural Networks (CNN). Bin …
Paper Group ANR 499

Paper Group ANR 499

October 18, 2019

EEG-based Communication with a Predictive Text Algorithm. Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer’s disease severity. SWDE : A Sub-Word And Document Embedding Based Engine for Clickbait Detection. When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen. Reward Learning f …
Paper Group ANR 500

Paper Group ANR 500

October 18, 2019

Negative Log Likelihood Ratio Loss for Deep Neural Network Classification. Deep Learning for Genomics: A Concise Overview. Relevant Attributes in Formal Contexts. Is Data Clustering in Adversarial Settings Secure?. Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer. A Foreground Inference Network for Video Surve …
Paper Group ANR 501

Paper Group ANR 501

October 18, 2019

Machine Learning with Membership Privacy using Adversarial Regularization. Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication. A novel approach for venue recommendation using cross-domain techniques. On Strong NP-Completeness of Rational Problems. DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary …
Paper Group ANR 502

Paper Group ANR 502

October 18, 2019

Theoretical analysis and propositions for “ontology citation”. Longitudinal Face Aging in the Wild - Recent Deep Learning Approaches. SAM-GCNN: A Gated Convolutional Neural Network with Segment-Level Attention Mechanism for Home Activity Monitoring. Laconic Deep Learning Computing. Towards the Creation of a Large Corpus of Synthetically-Identified …
Paper Group ANR 503

Paper Group ANR 503

October 18, 2019

Image Labeling with Markov Random Fields and Conditional Random Fields. Provably Robust Learning-Based Approach for High-Accuracy Tracking Control of Lagrangian Systems. Latent Molecular Optimization for Targeted Therapeutic Design. Altered Fingerprints: Detection and Localization. Learning Semantic Segmentation from Synthetic Data: A Geometrically …
Paper Group ANR 504

Paper Group ANR 504

October 18, 2019

Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification. Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding. Deep MR Image Super-Resolution Using Structural Priors. Sequence-based Multi-lingual Low Resource Speech Recognition. Learning Optima …
Paper Group ANR 505

Paper Group ANR 505

October 18, 2019

Deep Loopy Neural Network Model for Graph Structured Data Representation Learning. Beyond “How may I help you?": Assisting Customer Service Agents with Proactive Responses. JobComposer: Career Path Optimization via Multicriteria Utility Learning. Dynamics and Reachability of Learning Tasks. Learning Robust Representations for Automatic Target Recog …
Paper Group ANR 506

Paper Group ANR 506

October 18, 2019

Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection. A Bayesian Model for Activities Recommendation and Event Structure Optimization Using Visitors Tracking. Neural Architecture Search: A Survey. Variance Suppression: Balanced Training Process in Deep Learning. Comparison of Semantic Segmentation Approaches for Horizon/Sky Line …
Paper Group ANR 507

Paper Group ANR 507

October 18, 2019

A Hitchhiker’s Guide On Distributed Training of Deep Neural Networks. Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters. Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks. Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation. Towards Automatic S …
Paper Group ANR 508

Paper Group ANR 508

October 18, 2019

On the Complexity and Typology of Inflectional Morphological Systems. Scale Space Approximation in Convolutional Neural Networks for Retinal Vessel Segmentation. Liver Segmentation in Abdominal CT Images by Adaptive 3D Region Growing. Monte Carlo Information Geometry: The dually flat case. Precision Highway for Ultra Low-Precision Quantization. Alt …
Paper Group ANR 509

Paper Group ANR 509

October 18, 2019

Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks. Modelling Point Spread Function in Fluorescence Microscopy with a Sparse Combination of Gaussian Mixture: Trade-off between Accuracy and Efficiency. mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations. Diversity …
Paper Group ANR 510

Paper Group ANR 510

October 18, 2019

A Pseudo Multi-Exposure Fusion Method Using Single Image. Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks. On the Needs for Rotations in Hypercubic Quantization Hashing. Modeling Activity Tracker Data Using Deep Boltzmann Machines. Discrete Sampling using Semigradient-based Product Mixtures. Co-Creative Le …
Paper Group ANR 511

Paper Group ANR 511

October 18, 2019

A Dynamic-Adversarial Mining Approach to the Security of Machine Learning. Weighted total variation based convex clustering. Question Relevance in Visual Question Answering. Image-based deep learning for classification of noise transients in gravitational wave detectors. Minimizing Area and Energy of Deep Learning Hardware Design Using Collective L …
Paper Group ANR 512

Paper Group ANR 512

October 18, 2019

Deep Neural Object Analysis by Interactive Auditory Exploration with a Humanoid Robot. Multiobjective Test Problems with Degenerate Pareto Fronts. High-Dimensional Inference for Cluster-Based Graphical Models. Global Convergence Analysis of the Flower Pollination Algorithm: A Discrete-Time Markov Chain Approach. On The Utility of Conditional Genera …
Paper Group ANR 513

Paper Group ANR 513

October 18, 2019

Femural Head Autosegmentation for 3D Radiotherapy Planning: Preliminary Results. MedTQ: Dynamic Topic Discovery and Query Generation for Medical Ontologies. Accurate and Efficient Similarity Search for Large Scale Face Recognition. Unsupervised 3D Shape Learning from Image Collections in the Wild. Attacks on State-of-the-Art Face Recognition using …