[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 497
July 27, 2019

Paper Group ANR 497

Stochastic Non-convex Optimization with Strong High Probability Second-order Convergence. An Ensemble Classification Algorithm Based on Information Entropy for Data Streams. Adversarial Multi-task Learning for Text Classification. Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks. HSC: A Novel Method for Clustering Hierar …

Paper Group ANR 498

Paper Group ANR 498

July 27, 2019

Local Shape Spectrum Analysis for 3D Facial Expression Recognition. Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry. Dualing GANs. Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem. Improving Network Robustness against Adversarial Attacks with Compact Convolution. Block mod …
Paper Group ANR 499

Paper Group ANR 499

July 27, 2019

Experimental results : Reinforcement Learning of POMDPs using Spectral Methods. Open-World Visual Recognition Using Knowledge Graphs. Building competitive direct acoustics-to-word models for English conversational speech recognition. Learning to Play Othello with Deep Neural Networks. Direct Acoustics-to-Word Models for English Conversational Speec …
Paper Group ANR 500

Paper Group ANR 500

July 27, 2019

Affine-Gradient Based Local Binary Pattern Descriptor for Texture Classiffication. Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains. Enter the Matrix: Safely Interruptible Autonomous Systems via Virtualization. Statistical Analysis on Bangla Newspaper Data to Extract Trending Topic and Visualize Its Change Over Time. …
Paper Group ANR 501

Paper Group ANR 501

July 27, 2019

Randomness in Deconvolutional Networks for Visual Representation. Dense Multi-view 3D-reconstruction Without Dense Correspondences. Towards Understanding the Invertibility of Convolutional Neural Networks. Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition. Assessing State-of-the-Art Sentiment Models on State-of-the-Art Se …
Paper Group ANR 502

Paper Group ANR 502

July 27, 2019

Improving Latent User Models in Online Social Media. Stochastic Canonical Correlation Analysis. Rise of the humanbot. Leveraging Node Attributes for Incomplete Relational Data. Evaluation of Classifiers for Image Segmentation: Applications for Eucalypt Forest Inventory. Error Correction for Dense Semantic Image Labeling. Sequence Prediction with Ne …
Paper Group ANR 503

Paper Group ANR 503

July 27, 2019

Exact heat kernel on a hypersphere and its applications in kernel SVM. Robust Multilingual Part-of-Speech Tagging via Adversarial Training. Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution from a Blurred Image Sequence. Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. Incr …
Paper Group ANR 504

Paper Group ANR 504

July 27, 2019

The Power of Constraint Grammars Revisited. Approximate Steepest Coordinate Descent. Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps. Efficient K-Shot Learning with Regularized Deep Networks. MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation. In a Nutshell: Sequential Parameter Opt …
Paper Group ANR 505

Paper Group ANR 505

July 27, 2019

Contextual Motifs: Increasing the Utility of Motifs using Contextual Data. Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation. Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs. Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. …
Paper Group ANR 506

Paper Group ANR 506

July 27, 2019

Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions. Rank-to-engage: New Listwise Approaches to Maximize Engagement. Improving Language Modelling with Noise-contrastive estimation. MMGAN: Manifold Matching Generative Adversarial Network. DeepNorm-A Deep Learning Approach to Text Normalization. Multimodal MRI brai …
Paper Group ANR 507

Paper Group ANR 507

July 27, 2019

Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments. Variational Inference for Logical Inference. MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU. Differentially Private Bayesian Learning on Distributed Data. Lower Bounds on the Bayes Risk of the Bayesian BTL Model with Applications to Comp …
Paper Group ANR 508

Paper Group ANR 508

July 27, 2019

Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data. Continuous Authentication Using One-class Classifiers and their Fusion. A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering. Beyond similarity assessment: Selecting the optimal model for sequence alignment via the Factor …
Paper Group ANR 509

Paper Group ANR 509

July 27, 2019

Classification of Diabetic Retinopathy Images Using Multi-Class Multiple-Instance Learning Based on Color Correlogram Features. Creation of an Annotated Corpus of Spanish Radiology Reports. Adversarial Variational Bayes Methods for Tweedie Compound Poisson Mixed Models. Adaptive PCA for Time-Varying Data. Model-based Catheter Segmentation in MRI-im …
Paper Group ANR 510

Paper Group ANR 510

July 27, 2019

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …
Paper Group ANR 511

Paper Group ANR 511

July 27, 2019

Language Independent Single Document Image Super-Resolution using CNN for improved recognition. Fine-Gray competing risks model with high-dimensional covariates: estimation and Inference. Sample complexity of population recovery. Bayesian Belief Updating of Spatiotemporal Seizure Dynamics. A General Model for Robust Tensor Factorization with Unknow …
Paper Group ANR 512

Paper Group ANR 512

July 27, 2019

Boosted nonparametric hazards with time-dependent covariates. SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem. Image Processing in Floriculture Using a robotic Mobile Platform. Consistent Alignment of Word Embedding Models. Classification in biological networks with hypergraphlet kern …
Paper Group ANR 513

Paper Group ANR 513

July 27, 2019

The Static and Stochastic VRPTW with both random Customers and Reveal Times: algorithms and recourse strategies. Photo-realistic Facial Texture Transfer. UmUTracker: A versatile MATLAB program for automated particle tracking of 2D light microscopy or 3D digital holography data. Annealed Generative Adversarial Networks. Dual Based DSP Bidding Strate …
Paper Group ANR 514

Paper Group ANR 514

July 27, 2019

Graph Centrality Measures for Boosting Popularity-Based Entity Linking. An efficient quantum algorithm for generative machine learning. Enhanced Quantum Synchronization via Quantum Machine Learning. Quantum autoencoders via quantum adders with genetic algorithms. Quantum machine learning: a classical perspective. Mining Supervisor Evaluation and Pe …
Paper Group ANR 515

Paper Group ANR 515

July 27, 2019

Dynamic Regret of Strongly Adaptive Methods. ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification. Online Boosting Algorithms for Multi-label Ranking. Emergence of Selective Invariance in Hierarchical Feed Forward Networks. A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem. Deciding How to De …
Paper Group ANR 516

Paper Group ANR 516

July 27, 2019

Fast Resampling of 3D Point Clouds via Graphs. Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data. Reprogramming Matter, Life, and Purpose. Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver Punctures. Look-ahead Attention for Generation in Neural M …
Paper Group ANR 517

Paper Group ANR 517

July 27, 2019

Measuring #GamerGate: A Tale of Hate, Sexism, and Bullying. Limits of End-to-End Learning. Aggregated Wasserstein Metric and State Registration for Hidden Markov Models. Direct estimation of density functionals using a polynomial basis. Learnings Options End-to-End for Continuous Action Tasks. Auxiliary Variables for Multi-Dirichlet Priors. On Stei …
Paper Group ANR 518

Paper Group ANR 518

July 27, 2019

Image Identification Using SIFT Algorithm: Performance Analysis against Different Image Deformations. A fully end-to-end deep learning approach for real-time simultaneous 3D reconstruction and material recognition. Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps. Beyond Log-concavity: Provable Guarant …
Paper Group ANR 519

Paper Group ANR 519

July 27, 2019

Growth-Optimal Portfolio Selection under CVaR Constraints. Morphological Error Detection in 3D Segmentations. Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits. ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases. Data-Driven Synthesis of Smoke Flows with CNN-based Feature …
Paper Group ANR 520

Paper Group ANR 520

July 27, 2019

Orthogonal and Idempotent Transformations for Learning Deep Neural Networks. Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning. Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification. Mostly Exploration-Free Algorithms for Contextual Bandits. A Probabilistic Linear Genetic Programming …
Paper Group ANR 521

Paper Group ANR 521

July 27, 2019

Enhanced Characterness for Text Detection in the Wild. Blind image deblurring using class-adapted image priors. Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks. Parle: parallelizing stochastic gradient descent. Comparison of Global Algorithms in Word Sense Disambiguation. Playing for Benchmarks. The IIT Bombay …
Paper Group ANR 522

Paper Group ANR 522

July 27, 2019

Distributed Voting/Ranking with Optimal Number of States per Node. Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction. Boundary Crossing Probabilities for General Exponential Families. Manifold Alignment Determination: finding correspondences across different data views. Learning Deep ResNet Bloc …
Paper Group ANR 523

Paper Group ANR 523

July 27, 2019

Pre-Processing-Free Gear Fault Diagnosis Using Small Datasets with Deep Convolutional Neural Network-Based Transfer Learning. Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment. Image Compression with SVD : A New Quality Metric Based On Energy Ratio. Spatial Projection of Multiple Climate Varia …
Paper Group ANR 524

Paper Group ANR 524

July 27, 2019

Simultaneous Feature Aggregating and Hashing for Large-scale Image Search. Nonlinear Kalman Filtering with Divergence Minimization. Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces. LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data. Phrase Pair Mappings for Hindi-English Statistical Machine Translati …