[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 441
July 28, 2019

Paper Group ANR 441

Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter. Feasibility of Principal Component Analysis in hand gesture recognition system. Comparative analysis of criteria for filtering time series of word usage frequencies. On the approximation by single hidden layer feedforward neural networks with fixed weights. Regula …

Paper Group ANR 442

Paper Group ANR 442

July 28, 2019

Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion. Using Deep Networks for Drone Detection. Can the early human visual system compete with Deep Neural Networks?. Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection. Learning Linear Dynamical Systems via Spectra …
Paper Group ANR 443

Paper Group ANR 443

July 28, 2019

The Expanding Approvals Rule: Improving Proportional Representation and Monotonicity. Bringing Impressionism to Life with Neural Style Transfer in Come Swim. Inter-Session Modeling for Session-Based Recommendation. Sensor Synthesis for POMDPs with Reachability Objectives. The impossibility of “fairness”: a generalized impossibility result for decis …
Paper Group ANR 444

Paper Group ANR 444

July 28, 2019

Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. End-to-end Network for Twitter Geolocation Prediction and Hashing. A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences. A Novel Fr …
Paper Group ANR 445

Paper Group ANR 445

July 28, 2019

A wake-sleep algorithm for recurrent, spiking neural networks. On Quadratic Penalties in Elastic Weight Consolidation. A Generative Approach to Question Answering. Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks. LDMNet: Low Dimensional Manifold Regularized Neural Networks. Recent Progress of Fac …
Paper Group ANR 446

Paper Group ANR 446

July 28, 2019

Recognizing Objects In-the-wild: Where Do We Stand?. A Study of Cross-domain Generative Models applied to Cartoon Series. Controlling Linguistic Style Aspects in Neural Language Generation. Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model. Binary Voting with Delegable Proxy: An …
Paper Group ANR 447

Paper Group ANR 447

July 28, 2019

Machine learning & artificial intelligence in the quantum domain. Question Answering from Unstructured Text by Retrieval and Comprehension. Scalable Nonlinear AUC Maximization Methods. DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition. Near-Optimal Discrete Optimization for Experimental Design: A Regret …
Paper Group ANR 448

Paper Group ANR 448

July 28, 2019

Fooling Vision and Language Models Despite Localization and Attention Mechanism. Camera Calibration by Global Constraints on the Motion of Silhouettes. Non-negative Matrix Factorization: Robust Extraction of Extended Structures. Egocentric Hand Detection Via Dynamic Region Growing. Adaptive Cost Function for Pointcloud Registration. Novel Sensor Sc …
Paper Group ANR 449

Paper Group ANR 449

July 28, 2019

Laying Down the Yellow Brick Road: Development of a Wizard-of-Oz Interface for Collecting Human-Robot Dialogue. Integrating Specialized Classifiers Based on Continuous Time Markov Chain. Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent …
Paper Group ANR 450

Paper Group ANR 450

July 28, 2019

Diversified Top-k Partial MaxSAT Solving. Distributed Vector Representation Of Shopping Items, The Customer And Shopping Cart To Build A Three Fold Recommendation System. SILVar: Single Index Latent Variable Models. Quaternion Based Camera Pose Estimation From Matched Feature Points. FWDA: a Fast Wishart Discriminant Analysis with its Application t …
Paper Group ANR 451

Paper Group ANR 451

July 28, 2019

Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision. Hand Gesture Real Time Paint Tool - Box. Matrix Completion via Factorizing Polynomials. Priming Neural Networks. Data-Intensive Supercomputing in the Cloud: Global Analytics for Satellite Imagery. LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vec …
Paper Group ANR 452

Paper Group ANR 452

July 28, 2019

REMIX: Automated Exploration for Interactive Outlier Detection. Provable Self-Representation Based Outlier Detection in a Union of Subspaces. A hybrid spatial data mining approach based on fuzzy topological relations and MOSES evolutionary algorithm. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to P …
Paper Group ANR 453

Paper Group ANR 453

July 28, 2019

Linear Differential Constraints for Photo-polarimetric Height Estimation. On the Use of Machine Translation-Based Approaches for Vietnamese Diacritic Restoration. Exploring the Use of Shatter for AllSAT Through Ramsey-Type Problems. Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library. Approximate Kerne …
Paper Group ANR 454

Paper Group ANR 454

July 28, 2019

Transferable Semi-supervised Semantic Segmentation. Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks. Neural Person Search Machines. Segmenting Sky Pixels in Images. r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches. IAN: The Individual Aggregation Network for Person Search. Climbing a shaky …
Paper Group ANR 455

Paper Group ANR 455

July 28, 2019

Markov chain Hebbian learning algorithm with ternary synaptic units. Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code. Scalable Object Detection for Stylized Objects. Smart Augmentation - Learnin …
Paper Group ANR 456

Paper Group ANR 456

July 28, 2019

A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models. Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. Clustering in Hilbert simplex geometry. Detection of Tooth caries in Bitewing Radiographs using Deep Learning. FoodNet: Recognizing Foods Using Ensemble of Deep Networks. Pattern Recogn …
Paper Group ANR 457

Paper Group ANR 457

July 28, 2019

Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. Show and Recall: Learning What Makes Videos Memorable. Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection. CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images. Setting Players’ Beha …
Paper Group ANR 458

Paper Group ANR 458

July 28, 2019

Regression-aware decompositions. Learning Detection with Diverse Proposals. Unbiasing Truncated Backpropagation Through Time. Causality Refined Diagnostic Prediction. Planecell: Representing the 3D Space with Planes. Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models. Hemingway: Modeling Distributed Optimization Algorithms …
Paper Group ANR 459

Paper Group ANR 459

July 28, 2019

Tensor Regression Meets Gaussian Processes. Local Jet Pattern: A Robust Descriptor for Texture Classification. Using experimental game theory to transit human values to ethical AI. Non-FPT lower bounds for structural restrictions of decision DNNF. UnDeepVO: Monocular Visual Odometry through Unsupervised Deep Learning. Monocular Visual Odometry for …
Paper Group ANR 460

Paper Group ANR 460

July 28, 2019

Universal Reasoning, Rational Argumentation and Human-Machine Interaction. Equivalence between LINE and Matrix Factorization. Understanding and Comparing Deep Neural Networks for Age and Gender Classification. Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables. Co-clustering through Optimal Transp …
Paper Group ANR 461

Paper Group ANR 461

July 28, 2019

The Compressed Model of Residual CNDS. On the organization of grid and place cells: Neural de-noising via subspace learning. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy. A Survey of Model Compression and Acceleration for Deep Neural Networks. Texture Fuzzy Segmentation using Skew Divergence Adaptive …
Paper Group ANR 462

Paper Group ANR 462

July 28, 2019

Neural Decomposition of Time-Series Data for Effective Generalization. Learning weakly supervised multimodal phoneme embeddings. Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs. Model compression as constrained optimization, with application to neural nets. Part II: quantization. Super-Trajectory for Vide …
Paper Group ANR 463

Paper Group ANR 463

July 28, 2019

Compressive Embedding and Visualization using Graphs. Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. On the letter frequencies and entropy of written Marathi. Context Attentive Bandits: Contextual Bandit with Restricted Context. Adversarial Neural Machine Translation. Delayed acceptance ABC-SMC. The Social Bow Tie. Adaptive coordina …
Paper Group ANR 464

Paper Group ANR 464

July 27, 2019

Ontological Multidimensional Data Models and Contextual Data Qality. Bootstrap Robust Prescriptive Analytics. Fingerprint Extraction Using Smartphone Camera. Adapting general-purpose speech recognition engine output for domain-specific natural language question answering. End-to-end Planning of Fixed Millimeter-Wave Networks. NeST: A Neural Network …
Paper Group ANR 465

Paper Group ANR 465

July 27, 2019

Topic modeling of public repositories at scale using names in source code. Universal representations:The missing link between faces, text, planktons, and cat breeds. Summable Reparameterizations of Wasserstein Critics in the One-Dimensional Setting. Uncertainty quantification in graph-based classification of high dimensional data. KnowNER: Incremen …
Paper Group ANR 466

Paper Group ANR 466

July 27, 2019

Discovering the Graph Structure in the Clustering Results. Item Silk Road: Recommending Items from Information Domains to Social Users. A Computer Vision System to Localize and Classify Wastes on the Streets. Time-Sensitive Bandit Learning and Satisficing Thompson Sampling. Safe Exploration for Identifying Linear Systems via Robust Optimization. 3D …
Paper Group ANR 467

Paper Group ANR 467

July 27, 2019

Listening while Speaking: Speech Chain by Deep Learning. Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption. Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads. Deep Tensor Encoding. Explainable Entity-based Recommendations with Knowledge Graphs. Zero-Shot …
Paper Group ANR 468

Paper Group ANR 468

July 27, 2019

Heuristic Search for Structural Constraints in Data Association. Variational Gaussian Approximation for Poisson Data. Track, then Decide: Category-Agnostic Vision-based Multi-Object Tracking. Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy. Evaluating Word Embeddings for S …