[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 63
July 29, 2019

Paper Group ANR 63

Data Augmentation in Emotion Classification Using Generative Adversarial Networks. All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media. On Principal Components Regression, Random Projections, and Column Subsampling. Motion-Appearance Interactive Encoding for O …

Paper Group ANR 64

Paper Group ANR 64

July 29, 2019

Robust Contextual Bandit via the Capped-$\ell_{2}$ norm. Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study. Discriminative Learning of Prediction Intervals. Neural Semantic Parsing over Multiple Knowledge-bases. Susceptibility Propagation by Using Diagonal Consistency. LED-based Photometric Stereo: Modeling, Calibration …
Paper Group ANR 65

Paper Group ANR 65

July 29, 2019

Fuzzy Rankings: Properties and Applications. People Mover’s Distance: Class level geometry using fast pairwise data adaptive transportation costs. On the mathematics of beauty: beautiful images. Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis. A Radically New Theory of …
Paper Group ANR 66

Paper Group ANR 66

July 29, 2019

Approches d’analyse distributionnelle pour améliorer la désambiguïsation sémantique. Optimal Vehicle Dispatching Schemes via Dynamic Pricing. Communication-Free Parallel Supervised Topic Models. Mutual Alignment Transfer Learning. Topically Driven Neural Language Model. Practical Algorithms for Best-K Identification in Multi-Armed Bandits. ClaC: Se …
Paper Group ANR 67

Paper Group ANR 67

July 29, 2019

Training Quantized Nets: A Deeper Understanding. Exploiting Color Name Space for Salient Object Detection. A Guided Spatial Transformer Network for Histology Cell Differentiation. A Study on the Extraction and Analysis of a Large Set of Eye Movement Features during Reading. Regulating Highly Automated Robot Ecologies: Insights from Three User Studi …
Paper Group ANR 68

Paper Group ANR 68

July 29, 2019

Finding Competitive Network Architectures Within a Day Using UCT. Black-Box Attacks against RNN based Malware Detection Algorithms. Hierarchical Policy Search via Return-Weighted Density Estimation. Efficient Large-scale Approximate Nearest Neighbor Search on the GPU. Peephole: Predicting Network Performance Before Training. Evaluating the quality …
Paper Group ANR 69

Paper Group ANR 69

July 29, 2019

Extracting Lifted Mutual Exclusion Invariants from Temporal Planning Domains. MoodSwipe: A Soft Keyboard that Suggests Messages Based on User-Specified Emotions. Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality. Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional …
Paper Group ANR 7

Paper Group ANR 7

July 29, 2019

A New Modal Framework for Epistemic Logic. Classification non supervisée des données hétérogènes à large échelle. Robust Sparse Coding via Self-Paced Learning. DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. Extending the small-ball method. Manifold learning with bi-stochastic kernels. Autoencoder with recurrent neural n …
Paper Group ANR 70

Paper Group ANR 70

July 29, 2019

Nonsparse learning with latent variables. Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix. Interactive Music Generation with Positional Constraints using Anticipation-RNNs. Adversarial Feature Augmentation for Unsupervised Domain Adaptation. Deep Domain Adaptation by Geodes …
Paper Group ANR 71

Paper Group ANR 71

July 29, 2019

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules. Understanding Negations in Information Processing: Learning from Replicating Human Behavior. Anomaly Detection in Hierarchical Data Streams under Unknown Models. Fundamental Conditions for Low-CP-Rank Tensor Completion. Named Entity Evolution Analysis on Wi …
Paper Group ANR 72

Paper Group ANR 72

July 29, 2019

A New Urban Objects Detection Framework Using Weakly Annotated Sets. Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. Measuring Catastrophic Forgetting in Neural Networks. KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. ROAD: Reality Oriented Adaptation for Sema …
Paper Group ANR 73

Paper Group ANR 73

July 29, 2019

Logic Tensor Networks for Semantic Image Interpretation. Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation. Batch-Based Activity Recognition from Egocentric Photo-Streams. A Survey on Hardware Implementations of Visual Object Trackers. Continuous State-Space Models for Optimal Sepsis Trea …
Paper Group ANR 74

Paper Group ANR 74

July 29, 2019

Marmara Turkish Coreference Corpus and Coreference Resolution Baseline. Pose-Invariant Face Alignment with a Single CNN. A Data Prism: Semi-Verified Learning in the Small-Alpha Regime. 3D Reconstruction of Temples in the Special Region of Yogyakarta By Using Close-Range Photogrammetry. Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-N …
Paper Group ANR 75

Paper Group ANR 75

July 29, 2019

An HTM based cortical algorithm for detection of seismic waves. Representing Sentences as Low-Rank Subspaces. Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data. A Question Answering Approach to Emotion Cause Extraction. Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Fac …
Paper Group ANR 76

Paper Group ANR 76

July 29, 2019

Learning Graph While Training: An Evolving Graph Convolutional Neural Network. Stochastic Global Optimization Algorithms: A Systematic Formal Approach. Knowledge Acquisition, Representation & Manipulation in Decision Support Systems. Inertial-aided Rolling Shutter Relative Pose Estimation. An automatic water detection approach based on Dempster-Sh …
Paper Group ANR 77

Paper Group ANR 77

July 29, 2019

Rank of Experts: Detection Network Ensemble. Enhanced Attacks on Defensively Distilled Deep Neural Networks. Czech Text Document Corpus v 2.0. Wide-Residual-Inception Networks for Real-time Object Detection. Multi-shot Pedestrian Re-identification via Sequential Decision Making. Stochastic L-BFGS: Improved Convergence Rates and Practical Accelerati …
Paper Group ANR 78

Paper Group ANR 78

July 29, 2019

Introduction to Tensor Decompositions and their Applications in Machine Learning. Model compression as constrained optimization, with application to neural nets. Part I: general framework. The Surfacing of Multiview 3D Drawings via Lofting and Occlusion Reasoning. Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent …
Paper Group ANR 79

Paper Group ANR 79

July 29, 2019

Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models. Identifiability of Kronecker-structured Dictionaries for Tensor Data. Framework for evaluation of sound event detection in web videos. A Bayesian algorithm for distributed network localization using distance and direction data. Mining Worse and …
Paper Group ANR 8

Paper Group ANR 8

July 29, 2019

An Online Learning Approach to Buying and Selling Demand Response. Learning Spherical Convolution for Fast Features from 360° Imagery. Time-Contrastive Learning Based DNN Bottleneck Features for Text-Dependent Speaker Verification. Tensor network language model. AppTechMiner: Mining Applications and Techniques from Scientific Articles. Scale-Space …
Paper Group ANR 80

Paper Group ANR 80

July 29, 2019

Intensity Video Guided 4D Fusion for Improved Highly Dynamic 3D Reconstruction. Generalized Convolutional Neural Networks for Point Cloud Data. Dataset for the First Evaluation on Chinese Machine Reading Comprehension. O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis. Random Forests, Decision Trees, and Categorical Predictors …
Paper Group ANR 81

Paper Group ANR 81

July 29, 2019

Face Recognition Machine Vision System Using Eigenfaces. Question Answering and Question Generation as Dual Tasks. Bandit-Based Model Selection for Deformable Object Manipulation. On (Anti)Conditional Independence in Dempster-Shafer Theory. DeepTingle. Anti-spoofing Methods for Automatic SpeakerVerification System. Inferring the parameters of a Mar …
Paper Group ANR 82

Paper Group ANR 82

July 29, 2019

Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition. Evidence combination for a large number of sources. Preference-based Teaching. A Denoising Loss Bound for Neural Network based Universal Discrete Denoisers. Fairer and more accurate, but for whom?. Finding Dominant User Utterances And System Responses in Conversations. …
Paper Group ANR 83

Paper Group ANR 83

July 29, 2019

Deformable Shape Completion with Graph Convolutional Autoencoders. Guiding Reinforcement Learning Exploration Using Natural Language. Evidence of an exponential speed-up in the solution of hard optimization problems. Multiframe Scene Flow with Piecewise Rigid Motion. Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering. Learning …
Paper Group ANR 84

Paper Group ANR 84

July 29, 2019

Small-footprint Keyword Spotting Using Deep Neural Network and Connectionist Temporal Classifier. Rhetorical relations for information retrieval. Proceedings First Workshop on Formal Verification of Autonomous Vehicles. Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples. Reflexive Regular Equivalence for Bi …
Paper Group ANR 85

Paper Group ANR 85

July 29, 2019

AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition. Query-free Clothing Retrieval via Implicit Relevance Feedback. Flow-free Video Object Segmentation. Long-Term Video Interpolation with Bidirectional Predictive Network. Reconciling Bayesian Epistemology and Narration-based Approaches to Judiciary Fact-finding. Grounding …
Paper Group ANR 86

Paper Group ANR 86

July 29, 2019

Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina. Decision structure of risky choice. On the Reconstruction Risk of Convolutional Sparse Dictionary Learning. Detection and Tracking of General Movable Objects in Large 3D Maps. Incomplete Dot Products for Dynamic Computation Scaling in Neur …
Paper Group ANR 87

Paper Group ANR 87

July 29, 2019

Cross-Domain Image Retrieval with Attention Modeling. Parallel transport in shape analysis: a scalable numerical scheme. VAMPnets: Deep learning of molecular kinetics. Synthetic Data for Neural Machine Translation of Spoken-Dialects. Towards a Deep Improviser: a prototype deep learning post-tonal free music generator. Crowdsourcing Universal Part-O …
Paper Group ANR 88

Paper Group ANR 88

July 29, 2019

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences. Image Captioning with Object Detection and Localization. Efficient Reinforcement Learning via Initial Pure Exploration. Discourse Structure in Machine Translation Evaluation. Learning Robust Visual-Semantic Embeddings …