[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 766
October 17, 2019

Paper Group ANR 766

Substitute Teacher Networks: Learning with Almost No Supervision. Explicating feature contribution using Random Forest proximity distances. State Aggregation Learning from Markov Transition Data. RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records. Automated Reasoning in Normative D …

Paper Group ANR 767

Paper Group ANR 767

October 17, 2019

The LORACs prior for VAEs: Letting the Trees Speak for the Data. Paragraph-based complex networks: application to document classification and authenticity verification. Statistical Learnability of Generalized Additive Models based on Total Variation Regularization. Decentralized Cooperative Planning for Automated Vehicles with Hierarchical Monte Ca …
Paper Group ANR 768

Paper Group ANR 768

October 17, 2019

Dueling Bandits with Qualitative Feedback. GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks. Parallel Separable 3D Convolution for Video and Volumetric Data Understanding. Beyond Word Embeddings: Learning Entity and Concept Representations from Large Scale Knowledge Bases. FML: Face Model Learning from Videos. The Cl …
Paper Group ANR 769

Paper Group ANR 769

October 17, 2019

EV-SegNet: Semantic Segmentation for Event-based Cameras. Training Recurrent Neural Networks via Dynamical Trajectory-Based Optimization. Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects. A Smart Security System with Face Recognition. Near- …
Paper Group ANR 770

Paper Group ANR 770

October 17, 2019

Generating High-Quality Query Suggestion Candidates for Task-Based Search. Valuing knowledge, information and agency in Multi-agent Reinforcement Learning: a case study in smart buildings. Sine Cosine Crow Search Algorithm: A powerful hybrid meta heuristic for global optimization. Perceptrons from Memristors. Learning Multimodal Word Representation …
Paper Group ANR 771

Paper Group ANR 771

October 17, 2019

Learning to Reason. Classification Uncertainty of Deep Neural Networks Based on Gradient Information. Goal-oriented Trajectories for Efficient Exploration. Stochastic Block Model for Hypergraphs: Statistical limits and a semidefinite programming approach. Physics-Informed Kriging: A Physics-Informed Gaussian Process Regression Method for Data-Model …
Paper Group ANR 772

Paper Group ANR 772

October 17, 2019

Informing Artificial Intelligence Generative Techniques using Cognitive Theories of Human Creativity. Contextual Care Protocol using Neural Networks and Decision Trees. Understanding Convolutional Neural Networks with Information Theory: An Initial Exploration. PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization. Leveraging M …
Paper Group ANR 773

Paper Group ANR 773

October 17, 2019

A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM. Vision-Based Gait Analysis for Senior Care. Impact of Intervals on the Emotional Effect in Western Music. Concise Fuzzy Representation of Big Graphs: a Dimensionality Reduction Approach. Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using …
Paper Group ANR 774

Paper Group ANR 774

October 17, 2019

Generative Visual Rationales. Latent Space Policies for Hierarchical Reinforcement Learning. FASK with Interventional Knowledge Recovers Edges from the Sachs Model. High Dynamic Range SLAM with Map-Aware Exposure Time Control. Image Dataset for Visual Objects Classification in 3D Printing. Metric Learning for Phoneme Perception. Biased Embeddings f …
Paper Group ANR 775

Paper Group ANR 775

October 17, 2019

Resolving Referring Expressions in Images With Labeled Elements. Fast Interactive Image Retrieval using large-scale unlabeled data. Deep-Temporal LSTM for Daily Living Action Recognition. Deception Detection by 2D-to-3D Face Reconstruction from Videos. Learning Interpretable Rules for Multi-label Classification. Leveraging human knowledge in tabula …
Paper Group ANR 776

Paper Group ANR 776

October 17, 2019

Bilingual Dictionary Induction for Bantu Languages. Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations. Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast. MemG …
Paper Group ANR 777

Paper Group ANR 777

October 17, 2019

Brain decoding from functional MRI using long short-term memory recurrent neural networks. f-CNN$^{\text{x}}$: A Toolflow for Mapping Multiple Convolutional Neural Networks on FPGAs. Analysis of regularized Nyström subsampling for regression functions of low smoothness. Adversarially Robust Optimization with Gaussian Processes. A Variational Time S …
Paper Group ANR 778

Paper Group ANR 778

October 17, 2019

Autostacker: A Compositional Evolutionary Learning System. Real-time Lane Marker Detection Using Template Matching with RGB-D Camera. Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling. Assessing Language Proficiency from Eye Movements in Reading. Augmenting Strea …
Paper Group ANR 779

Paper Group ANR 779

October 17, 2019

Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification. Is it worth it? Budget-related evaluation metrics for model selection. Categorization of Semantic Roles for Dictionary Definitions. The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data. Simultaneous Optical Flow …
Paper Group ANR 780

Paper Group ANR 780

October 17, 2019

Deep Video Color Propagation. A Precedent Approach to Assigning Access Rights. Transfer Learning using Representation Learning in Massive Open Online Courses. Greedy stochastic algorithms for entropy-regularized optimal transport problems. Model Selection for Generalized Zero-shot Learning. Bringing back simplicity and lightliness into neural image …
Paper Group ANR 781

Paper Group ANR 781

October 17, 2019

Internal node bagging. Distance Measure Machines. On PAC-Bayesian Bounds for Random Forests. Geometric Median Shapes. Degree based Classification of Harmful Speech using Twitter Data. Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners. Iterative Recursive Attention Model for Interpretable Sequence Classific …
Paper Group ANR 782

Paper Group ANR 782

October 17, 2019

CNN inference acceleration using dictionary of centroids. Confidence Modeling for Neural Semantic Parsing. Chord Recognition in Symbolic Music: A Segmental CRF Model, Segment-Level Features, and Comparative Evaluations on Classical and Popular Music. Using AI to Design Stone Jewelry. Unsupervised Learning of Style-sensitive Word Vectors. Indexing E …
Paper Group ANR 783

Paper Group ANR 783

October 17, 2019

Self-Supervised Learning of Depth and Camera Motion from 360° Videos. Stochastic Normalizations as Bayesian Learning. Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks. Discovering Style Trends through Deep Visually Aware Latent Item Embeddings. Attention-based Graph Neural Network for Semi-su …
Paper Group ANR 784

Paper Group ANR 784

October 17, 2019

Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation. Categorical Mixture Models on VGGNet activations. Multi-label Object Attribute Classification using a Convolutional Neural Network. Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images. Interactive Me …
Paper Group ANR 785

Paper Group ANR 785

October 17, 2019

Co-occurrence of the Benford-like and Zipf Laws Arising from the Texts Representing Human and Artificial Languages. Deep Learning Approach for Predicting 30 Day Readmissions after Coronary Artery Bypass Graft Surgery. dynnode2vec: Scalable Dynamic Network Embedding. A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival …
Paper Group ANR 786

Paper Group ANR 786

October 17, 2019

Actively Avoiding Nonsense in Generative Models. Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders. Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences. Inference in Graded Bayesian Networks. An interpretable multiple kernel learning approach for the discovery of integrative cancer subtype …
Paper Group ANR 787

Paper Group ANR 787

October 17, 2019

Generative Temporal Models with Spatial Memory for Partially Observed Environments. A Survey on Joint Object Detection and Pose Estimation using Monocular Vision. Network-based protein structural classification. Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences. Local Probabilistic Model for Bayesian Classification: …
Paper Group ANR 788

Paper Group ANR 788

October 17, 2019

Stochastic Optimal Control of Epidemic Processes in Networks. Decision Provenance: Harnessing data flow for accountable systems. Simultaneous Recognition of Horizontal and Vertical Text in Natural Images. Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features. Facial Expression Recognition …
Paper Group ANR 789

Paper Group ANR 789

October 17, 2019

Information gain ratio correction: Improving prediction with more balanced decision tree splits. Quantitative Phase Imaging and Artificial Intelligence: A Review. AutoGraph: Imperative-style Coding with Graph-based Performance. Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network. Jointly learning relevant subgraph patterns and n …
Paper Group ANR 790

Paper Group ANR 790

October 17, 2019

Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation. A Mixture Model Based Defense for Data Poisoning Attacks Against Naive Bayes Spam Filters. Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition. Learning to Ask Good Questions: Ranking Clarifi …
Paper Group ANR 791

Paper Group ANR 791

October 17, 2019

Combining Graph-based Dependency Features with Convolutional Neural Network for Answer Triggering. Convergence Rates for Empirical Estimation of Binary Classification Bounds. Classification of radiology reports by modality and anatomy: A comparative study. Generative Models for Pose Transfer. Billion-scale Commodity Embedding for E-commerce Recomme …
Paper Group ANR 792

Paper Group ANR 792

October 17, 2019

Coarse-to-fine Semantic Segmentation from Image-level Labels. The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling. Boosting the Robustness Verification of DNN by Identifying the Achilles’s Heel. Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!. Mask-aware Photorealistic Face Attribu …
Paper Group ANR 793

Paper Group ANR 793

October 17, 2019

Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras. Explaining Away Syntactic Structure in Semantic Document Representations. Recent Developments from Attribute Profiles for Remote Sensing Image Classification. A Regularized Attention Mechanism for Graph Attention Networks. IR2VI: Enhanced Night Environmental Perce …