[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 469
July 27, 2019

Paper Group ANR 469

Binary Matrix Guessing Problem. Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation. Unified Pragmatic Models for Generating and Following Instructions. Naturalizing a Programming Language via Interactive Learning. Pedagogical learning. Fixing an error in Caponnetto and de Vito (2007). Geometrical morphology. Iris: A C …

Paper Group ANR 470

Paper Group ANR 470

July 27, 2019

Multivariate Dependency Measure based on Copula and Gaussian Kernel. Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models. Group-based Sparse Representation for Image Compressive Sensing Reconstruction with Non-Convex Regularization. Modular Learning Component Attacks: Today’s Reality, Tomorrow’s Challenge. …
Paper Group ANR 471

Paper Group ANR 471

July 27, 2019

Y-net: 3D intracranial artery segmentation using a convolutional autoencoder. Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries. UAV and Service Robot Coordination for Indoor Object Search Tasks. Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resoluti …
Paper Group ANR 472

Paper Group ANR 472

July 27, 2019

Variational Inference for Gaussian Process Models with Linear Complexity. Boltzmann Exploration Done Right. Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis). Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. Towards Building Large Scale Multimodal Domain-Aware Conversation System …
Paper Group ANR 473

Paper Group ANR 473

July 27, 2019

An On-chip Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. $k$-Nearest Neighbor Augmented Neural Networks for Text Classification. Cros …
Paper Group ANR 474

Paper Group ANR 474

July 27, 2019

Chinese Typeface Transformation with Hierarchical Adversarial Network. Rejection-Cascade of Gaussians: Real-time adaptive background subtraction framework. Interpreting and Extending The Guided Filter Via Cyclic Coordinate Descent. Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. Interpretable Active Learning. A Useful Motif for Flexib …
Paper Group ANR 475

Paper Group ANR 475

July 27, 2019

Learning Powers of Poisson Binomial Distributions. Putting a Face to the Voice: Fusing Audio and Visual Signals Across a Video to Determine Speakers. Deep Learning for Video Game Playing. Limiting the Reconstruction Capability of Generative Neural Network using Negative Learning. Deep Episodic Value Iteration for Model-based Meta-Reinforcement Lear …
Paper Group ANR 476

Paper Group ANR 476

July 27, 2019

Discrete Event, Continuous Time RNNs. Demystifying AlphaGo Zero as AlphaGo GAN. Learning Causal Structures Using Regression Invariance. Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition. SenGen: Sentence Generating Neural Variational Topic Model. ReFACTor: Practical Low-Rank Matrix Estimation Und …
Paper Group ANR 477

Paper Group ANR 477

July 27, 2019

HoME: a Household Multimodal Environment. Sharp Bounds for Generalized Uniformity Testing. Learning Interpretable Spatial Operations in a Rich 3D Blocks World. Autonomous Braking System via Deep Reinforcement Learning. Mosquito Detection with Neural Networks: The Buzz of Deep Learning. Human Action Recognition System using Good Features and Multila …
Paper Group ANR 478

Paper Group ANR 478

July 27, 2019

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation. A Novel Data-Driven Framework for Risk Characterization and Prediction from Electronic Medical Records: A Case Study of Renal Failure. Denoising of image gradients and total generalized variation denoising. Gaussian Process Latent Force Models for Learning and Stochastic Control of Phy …
Paper Group ANR 479

Paper Group ANR 479

July 27, 2019

Gradient Boosting on Stochastic Data Streams. A Variance Maximization Criterion for Active Learning. Providing Effective Real-time Feedback in Simulation-based Surgical Training. Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level. Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning. The …
Paper Group ANR 480

Paper Group ANR 480

July 27, 2019

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks. Deep LSTM for Large Vocabulary Continuous Speech Recognition. Inverse Risk-Sensitive Reinforcement Learning. Which phoneme-to-viseme maps best improve visual-only computer lip-reading?. Automating Direct Speech Variations in Stories and Games. Potential Func …
Paper Group ANR 481

Paper Group ANR 481

July 27, 2019

Top-down Transformation Choice. MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features. Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks. Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image. …
Paper Group ANR 482

Paper Group ANR 482

July 27, 2019

Decoding visemes: improving machine lipreading. Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization. A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection. End-To-End Face Detection and Recognition. Make Your Bone Great Again : A s …
Paper Group ANR 483

Paper Group ANR 483

July 27, 2019

FADO: A Deterministic Detection/Learning Algorithm. Entropic Trace Estimates for Log Determinants. Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. Multiscale sequence modeling with a learned dictionary. Dual-fisheye lens stitching for 360-degree imaging. Super-Resolution of Wavelet-Encoded Images. Memory-Efficient Gl …
Paper Group ANR 484

Paper Group ANR 484

July 27, 2019

Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis. Generalization for Adaptively-chosen Estimators via Stable Median. Reasoning in Non-Probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples. ALCN: Meta-Learning for Contrast Normalization Applie …
Paper Group ANR 485

Paper Group ANR 485

July 27, 2019

Unsupervised Transformation Learning via Convex Relaxations. Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors. Guided Machine Learning for power grid segmentation. Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection. Robust Photometric Stereo Usin …
Paper Group ANR 486

Paper Group ANR 486

July 27, 2019

A Taught-Obesrve-Ask (TOA) Method for Object Detection with Critical Supervision. DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine. Human perception in computer vision. Airway segmentation from 3D chest CT volumes based on v …
Paper Group ANR 487

Paper Group ANR 487

July 27, 2019

Multilingual Topic Models. Cross-Country Skiing Gears Classification using Deep Learning. Who’s Better? Who’s Best? Pairwise Deep Ranking for Skill Determination. Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition. Linear-Time Sequence Classification using Restricted Boltzmann Machines. A Popperian Falsifi …
Paper Group ANR 488

Paper Group ANR 488

July 27, 2019

Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport. Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner. Depression Severity Estimation from Multiple Modalities. Tuning Over-Relaxed ADMM. Spontaneous Symmetry Breaking in Neural Networks. Cardinal Virtues: Extracting …
Paper Group ANR 489

Paper Group ANR 489

July 27, 2019

MEC: Memory-efficient Convolution for Deep Neural Network. Transferring Semantic Roles Using Translation and Syntactic Information. Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization–Minimization Algorithm Approach. WMRB: Learning to Rank in a Scalable Batch Training Approach. Probabilistic Rule Realization and …
Paper Group ANR 490

Paper Group ANR 490

July 27, 2019

Towards Automatic Generation of Entertaining Dialogues in Chinese Crosstalks. Pattern recognition techniques for Boson Sampling validation. Large scale digital prostate pathology image analysis combining feature extraction and deep neural network. Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions. LIUM-CVC Submis …
Paper Group ANR 491

Paper Group ANR 491

July 27, 2019

Real-Time Adaptive Image Compression. Social Learning and Diffusion of Pervasive Goods: An Empirical Study of an African App Store. Efficient Version-Space Reduction for Visual Tracking. Learning to Represent Haptic Feedback for Partially-Observable Tasks. On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners. Person Re …
Paper Group ANR 492

Paper Group ANR 492

July 27, 2019

Deep Structure for end-to-end inverse rendering. Causal Generative Neural Networks. Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection. Fashioning with Networks: Neural Style Transfer to Design Clothes. Bi-Level Online Control without Regret. Texture Object Segmentation Based on Affine Invariant Texture Detect …
Paper Group ANR 493

Paper Group ANR 493

July 27, 2019

Adaptive Sampling Strategies for Stochastic Optimization. An Annotated Corpus of Relational Strategies in Customer Service. Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach. Artifact reduction for separable non-local means. Cover Tree Compressed Sensing for Fast MR Fingerprint Recovery. D …
Paper Group ANR 494

Paper Group ANR 494

July 27, 2019

3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints. ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning. Hyperprior on symmetric Dirichlet distribution. FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm. Debiased distributed learning for sparse parti …
Paper Group ANR 495

Paper Group ANR 495

July 27, 2019

Defect detection for patterned fabric images based on GHOG and low-rank decomposition. Variational Inference via Transformations on Distributions. OmniArt: Multi-task Deep Learning for Artistic Data Analysis. One Size Fits Many: Column Bundle for Multi-X Learning. Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networ …
Paper Group ANR 496

Paper Group ANR 496

July 27, 2019

Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer. Segmentation of nearly isotropic overlapped tracks in photomicrographs using successive erosions as watershed markers. Object Tracking based on Quantum Particle Swarm Optimization. IQ of Neural Networks. Gender-From-Iris or Gender-From-Mascara?. Happin …