[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 427
May 6, 2019

Paper Group ANR 427

A Bayesian Ensemble for Unsupervised Anomaly Detection. Deep Multi-Species Embedding. Quantitative Analysis of Saliency Models. Sentiment Classification of Food Reviews. Labeling Topics with Images using Neural Networks. Theoretical Analysis of Active Contours on Graphs. A computer program for simulating time travel and a possible ‘solution’ for th …

Paper Group ANR 428

Paper Group ANR 428

May 6, 2019

Robust Automated Human Activity Recognition and its Application to Sleep Research. Loss is its own Reward: Self-Supervision for Reinforcement Learning. Corporate Disruption in the Science of Machine Learning. Modular Deep Q Networks for Sim-to-real Transfer of Visuo-motor Policies. Review of Fall Detection Techniques: A Data Availability Perspectiv …
Paper Group ANR 429

Paper Group ANR 429

May 6, 2019

Error Metrics for Learning Reliable Manifolds from Streaming Data. Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution. Proactive Message Passing on Memory Factor Networks. Testing APSyn against Vector Cosine on Similarity Estimation. Lightweight Unsupervised Domain Adaptation by Convolutional Filter R …
Paper Group ANR 430

Paper Group ANR 430

May 6, 2019

Network Structure Inference, A Survey: Motivations, Methods, and Applications. Strategies for Searching Video Content with Text Queries or Video Examples. Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures. Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain …
Paper Group ANR 431

Paper Group ANR 431

May 6, 2019

Monte Carlo Sort for unreliable human comparisons. Storm Detection by Visual Learning Using Satellite Images. Stable Memory Allocation in the Hippocampus: Fundamental Limits and Neural Realization. Generating Simulations of Motion Events from Verbal Descriptions. Environmental Modeling Framework using Stacked Gaussian Processes. Denoising and Covar …
Paper Group ANR 432

Paper Group ANR 432

May 6, 2019

Partially Observable Markov Decision Process for Recommender Systems. DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression. Convolutional Imputation of Matrix Networks. Structure from Motion on a Sphere. A system of serial computation for classified rules prediction in non-regular ontology trees. Multi-c …
Paper Group ANR 433

Paper Group ANR 433

May 6, 2019

Unorganized Malicious Attacks Detection. Streaming Gibbs Sampling for LDA Model. Gated Word-Character Recurrent Language Model. The face-space duality hypothesis: a computational model. Towards the Limit of Network Quantization. A Unified Framework for Compositional Fitting of Active Appearance Models. Mapping Out Narrative Structures and Dynamics …
Paper Group ANR 434

Paper Group ANR 434

May 6, 2019

A Parallel Memory-efficient Epistemic Logic Program Solver: Harder, Better, Faster. Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks. Multi-way Particle Swarm Fusion. Predicting Counterfactuals from Large Historical Data and Small Randomized Trials. The Future of Data Analysis in the Neurosciences. Inverse Reinforcement Learn …
Paper Group ANR 435

Paper Group ANR 435

May 6, 2019

STDP-based spiking deep convolutional neural networks for object recognition. Accelerate Monte Carlo Simulations with Restricted Boltzmann Machines. Real Time Video Analysis using Smart Phone Camera for Stroboscopic Image. Modeling community structure and topics in dynamic text networks. Depth Reconstruction and Computer-Aided Polyp Detection in Op …
Paper Group ANR 436

Paper Group ANR 436

May 6, 2019

User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation. Instance-Aware Hashing for Multi-Label Image Retrieval. X-ray In-Depth Decomposition: Revealing The Latent Structures. Multiplicative weights, equalizers, and P=PPAD. Hierarchical Clustering of Asymmetric Networks. On the Evaluation of Dialogue Systems with Next Utterance Cla …
Paper Group ANR 437

Paper Group ANR 437

May 6, 2019

Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection. When Saliency Meets Sentiment: Understanding How Image Content Invokes Emotion and Sentiment. Learning Network of Multivariate Hawkes Processes: A Time Series Approach. Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs. Sensor-b …
Paper Group ANR 438

Paper Group ANR 438

May 5, 2019

Weighted Unsupervised Learning for 3D Object Detection. An Effective Unconstrained Correlation Filter and Its Kernelization for Face Recognition. Unbiased Sparse Subspace Clustering By Selective Pursuit. Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation. Investigating gated recurrent neural networks for speech …
Paper Group ANR 439

Paper Group ANR 439

May 5, 2019

Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model. On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About Its Nonsmooth Loss Function. Unsupervised word segmentation and lexicon discovery using acoustic word embeddings. Generalized Exponential Concentration Inequality for Rényi Div …
Paper Group ANR 440

Paper Group ANR 440

May 5, 2019

Modeling Scalability of Distributed Machine Learning. A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation. Deep neural heart rate variability analysis. Some Advances in Role Discovery in Graphs. Generative Adversarial Parallelization. Dueling Bandits with Dependent Arms. YodaNN: An Architecture for Ultra-Low …
Paper Group ANR 441

Paper Group ANR 441

May 5, 2019

One-Shot Generalization in Deep Generative Models. GMM-Free Flat Start Sequence-Discriminative DNN Training. Active exploration in parameterized reinforcement learning. AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech. Distributed Multi-Task Relationship Learning. Video Propagation Networks. Tracking Amendments to Legislation and …
Paper Group ANR 442

Paper Group ANR 442

May 5, 2019

Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder. Creating Causal Embeddings for Question Answering with Minimal Supervision. Regression-based Hypergraph Learning for Image Clustering and Classification. The Generalized Smallest Grammar Problem. Relating Knowledge and Coordinated Action: The Knowledge of Precondit …
Paper Group ANR 443

Paper Group ANR 443

May 5, 2019

SS4MCT: A Statistical Stemmer for Morphologically Complex Texts. Lifted Rule Injection for Relation Embeddings. Salient Region Detection with Convex Hull Overlap. Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. Stochastic Multidimensional Scaling. Generalized RBF kernel for incomplete data. A Framework for Parallel and D …
Paper Group ANR 444

Paper Group ANR 444

May 5, 2019

A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution. DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs. Less is More: Learning Prominent and Diverse Topics for Data Summarization. The constrained Dantzig selector with enhanced consistency. Modeling Human Reading …
Paper Group ANR 445

Paper Group ANR 445

May 5, 2019

Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging. Buried object detection using handheld WEMI with task-driven extended functions of multiple instances. Improved Dropout for Shallow and Deep Learning. Memory-enhanced Decoder for Neural Machine Translation. An Alternative Softmax Operator …
Paper Group ANR 446

Paper Group ANR 446

May 5, 2019

Neural Name Translation Improves Neural Machine Translation. Recurrent Neural Network Encoder with Attention for Community Question Answering. Probabilistic structure discovery in time series data. Deep Neural Networks to Enable Real-time Multimessenger Astrophysics. Self-Transfer Learning for Fully Weakly Supervised Object Localization. Geometry-a …
Paper Group ANR 447

Paper Group ANR 447

May 5, 2019

Constraint-Based Clustering Selection. Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines. Classifying Patents Based on their Semantic Content. Dialog state tracking, a machine reading approach using Memory Network. A Unified Gender-Aware Age Estimation. Improved Dense Trajecto …
Paper Group ANR 448

Paper Group ANR 448

May 5, 2019

A Mathematical Framework for Feature Selection from Real-World Data with Non-Linear Observations. Measuring Asymmetric Opinions on Online Social Interrelationship with Language and Network Features. Applying Artifical Neural Networks To Predict Nominal Vehicle Performance. Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep …
Paper Group ANR 449

Paper Group ANR 449

May 5, 2019

On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem. Distributed Averaging CNN-ELM for Big Data. A General Framework for Content-enhanced Network Representation Learning. Panoramic Structure from Motion via Geometric Relationship Detection. Explore First, Exploit Next: The True Shape of Regret in Bandit Probl …
Paper Group ANR 450

Paper Group ANR 450

May 5, 2019

Transport Analysis of Infinitely Deep Neural Network. A Hackathon for Classical Tibetan. Mahalanobis Distance for Class Averaging of Cryo-EM Images. Fractional Order Load-Frequency Control of Interconnected Power Systems Using Chaotic Multi-objective Optimization. Identifying Candidate Risk Factors for Prescription Drug Side Effects using Causal Co …
Paper Group ANR 451

Paper Group ANR 451

May 5, 2019

Classification of Alzheimer’s Disease using fMRI Data and Deep Learning Convolutional Neural Networks. Modeling and Inferring Human Intents and Latent Functional Objects for Trajectory Prediction. Towards Bayesian Deep Learning: A Framework and Some Existing Methods. Video Analysis of “YouTube Funnies” to Aid the Study of Human Gait and Falls - Pre …
Paper Group ANR 452

Paper Group ANR 452

May 5, 2019

Localized Dictionary design for Geometrically Robust Sonar ATR. Pooling Faces: Template based Face Recognition with Pooled Face Images. Grid Loss: Detecting Occluded Faces. Benefits of depth in neural networks. Do semantic parts emerge in Convolutional Neural Networks?. Sparse model selection in the highly under-sampled regime. On Differentiating P …
Paper Group ANR 453

Paper Group ANR 453

May 5, 2019

Studying Very Low Resolution Recognition Using Deep Networks. Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks. Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks. Deep Pyramidal Residual Networks with Separated Stochastic Depth. Multitask P …
Paper Group ANR 454

Paper Group ANR 454

May 5, 2019

Efficient Stochastic Inference of Bitwise Deep Neural Networks. Cross-model convolutional neural network for multiple modality data representation. Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping. Transition-based Parsing with Context Enhancement and Future Reward Reranking. Zero-resource Machine Translation by Mu …