[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 90
May 7, 2019

Paper Group AWR 90

Deep Convolutional Neural Network Design Patterns. Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data. Generic Inference in Latent Gaussian Process Models. Direct Sparse Odometry. Google’s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. A Compare-Aggregate Model for Ma …

Paper Group AWR 91

Paper Group AWR 91

May 7, 2019

Active Learning from Positive and Unlabeled Data. From Word Embeddings to Item Recommendation. Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs. Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks. Topic Aware Neural Response Generation. Node Embedding via Word Embedding for Network Com …
Paper Group AWR 92

Paper Group AWR 92

May 7, 2019

Split-door criterion: Identification of causal effects through auxiliary outcomes. A Discrete and Bounded Envy-Free Cake Cutting Protocol for Any Number of Agents. Hybrid Collaborative Filtering with Autoencoders. TensorLy: Tensor Learning in Python. Accelerated Convolutions for Efficient Multi-Scale Time to Contact Computation in Julia. Discrimina …
Paper Group AWR 93

Paper Group AWR 93

May 7, 2019

Business Process Deviance Mining: Review and Evaluation. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings. Measuring Neural Net Robustness with Constraints. CliqueCNN: Deep Unsupervised Exemplar Learning. An Architecture for Deep, Hierarchical Generative Models. Deep Transfer Learning for Person Re-identification. B …
Paper Group AWR 94

Paper Group AWR 94

May 7, 2019

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation. Semantic Compositional Networks for Visual Captioning. Learning Shape Abstractions by Assembling Volumetric Primitives. Search Personalization with Embeddings. Hand Segmentation for Hand-Object Interaction from Depth map …
Paper Group AWR 95

Paper Group AWR 95

May 7, 2019

iCaRL: Incremental Classifier and Representation Learning. Generalized Kalman Smoothing: Modeling and Algorithms. Modular Tracking Framework: A Unified Approach to Registration based Tracking. Understanding Deep Convolutional Networks. Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling. Automatic chemical design using a …
Paper Group AWR 96

Paper Group AWR 96

May 7, 2019

DeMoN: Depth and Motion Network for Learning Monocular Stereo. Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings. Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks. Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors. Tweet2Vec: Character-B …
Paper Group AWR 97

Paper Group AWR 97

May 7, 2019

Neural Combinatorial Optimization with Reinforcement Learning. Deep Learning and Its Applications to Machine Health Monitoring: A Survey. Local Subspace-Based Outlier Detection using Global Neighbourhoods. Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks. SIFT Meet …
Paper Group AWR 98

Paper Group AWR 98

May 7, 2019

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora. Harnessing the Power of the Crowd to Increase Capacity for Data Science in the Social Sector. Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation. Every Filter Extracts A Specific Texture In Convolutional Neural Networks. Technical Report: Towards a Unive …
Paper Group AWR 99

Paper Group AWR 99

May 7, 2019

Attention-over-Attention Neural Networks for Reading Comprehension. Beyond CCA: Moment Matching for Multi-View Models. Recurrent Neural Networks for Multivariate Time Series with Missing Values. Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering. Making the V in VQA Matter: Elevating the Role of Image Understanding in …
Paper Group ANR 157

Paper Group ANR 157

May 6, 2019

Hierarchical Partitioning of the Output Space in Multi-label Data. Barzilai-Borwein Step Size for Stochastic Gradient Descent. Funnel Libraries for Real-Time Robust Feedback Motion Planning. Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit. Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Resu …
Paper Group ANR 158

Paper Group ANR 158

May 6, 2019

Learning to Sketch Human Facial Portraits using Personal Styles by Case-Based Reasoning. A novel online multi-label classifier for high-speed streaming data applications. I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification. Probabilistic Feature Selection and Classification Vector Machine. Fault Detection …
Paper Group ANR 159

Paper Group ANR 159

May 6, 2019

Global Deconvolutional Networks for Semantic Segmentation. Syntax-based Attention Model for Natural Language Inference. Investigating the influence of noise and distractors on the interpretation of neural networks. Empirical study of PROXTONE and PROXTONE$^+$ for Fast Learning of Large Scale Sparse Models. End-to-End Answer Chunk Extraction and Ran …
Paper Group ANR 160

Paper Group ANR 160

May 6, 2019

Learning text representation using recurrent convolutional neural network with highway layers. Identifying individual facial expressions by deconstructing a neural network. Model-based Outdoor Performance Capture. Large Collection of Diverse Gene Set Search Queries Recapitulate Known Protein-Protein Interactions and Gene-Gene Functional Association …
Paper Group ANR 161

Paper Group ANR 161

May 6, 2019

‘Part’ly first among equals: Semantic part-based benchmarking for state-of-the-art object recognition systems. Efficient adaptation of complex-valued noiselet sensing matrices for compressed single-pixel imaging. Optimising The Input Window Alignment in CD-DNN Based Phoneme Recognition for Low Latency Processing. Shallow Parsing Pipeline for Hindi- …
Paper Group ANR 162

Paper Group ANR 162

May 6, 2019

Makespan Optimal Solving of Cooperative Path-Finding via Reductions to Propositional Satisfiability. Learning to Optimize. Demystifying ResNet. An Improved System for Sentence-level Novelty Detection in Textual Streams. A Comprehensive Comparative Study of Word and Sentence Similarity Measures. Classifying Variable-Length Audio Files with All-Convo …
Paper Group ANR 163

Paper Group ANR 163

May 6, 2019

Adams Conditioning and Likelihood Ratio Transfer Mediated Inference. Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation. Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis. Information Projection and Approximate Inference for Structured Sparse Variables. Learning Moore Machines from Input-Output Traces. A …
Paper Group ANR 164

Paper Group ANR 164

May 6, 2019

Uniform {\varepsilon}-Stability of Distributed Nonlinear Filtering over DNAs: Gaussian-Finite HMMs. Interpreting Finite Automata for Sequential Data. Context-aware Sequential Recommendation. Recurrent Neural Radio Anomaly Detection. Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations. …
Paper Group ANR 165

Paper Group ANR 165

May 6, 2019

Range-based argumentation semantics as 2-valued models. Adaptability of Neural Networks on Varying Granularity IR Tasks. $f$-Divergence Inequalities via Functional Domination. Tool and Phase recognition using contextual CNN features. Implementing a Relevance Tracker Module. A Probabilistic Optimum-Path Forest Classifier for Binary Classification Pr …
Paper Group ANR 166

Paper Group ANR 166

May 6, 2019

On the function approximation error for risk-sensitive reinforcement learning. A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples. PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning. Global Hypothesis Generation for 6D Object Pose Estimation. Toward a new instances of NELL. Issues in evaluating …
Paper Group ANR 167

Paper Group ANR 167

May 6, 2019

An Efficient Method of Partitioning High Volumes of Multidimensional Data for Parallel Clustering Algorithms. Automatically Proving Mathematical Theorems with Evolutionary Algorithms and Proof Assistants. Identification of promising research directions using machine learning aided medical literature analysis. Sentiment Analysis for Twitter : Going …
Paper Group ANR 168

Paper Group ANR 168

May 6, 2019

Evaluating the effect of topic consideration in identifying communities of rating-based social networks. Predicting the Industry of Users on Social Media. Automatic Construction of a Recurrent Neural Network based Classifier for Vehicle Passage Detection. Image Segmentation Based on the Self-Balancing Mechanism in Virtual 3D Elastic Mesh. Dual Dens …
Paper Group ANR 169

Paper Group ANR 169

May 6, 2019

Multi Exit Configuration of Mesoscopic Pedestrian Simulation. A General Framework for Describing Creative Agents. Set-Point Regulation of Linear Continuous-Time Systems using Neuromorphic Vision Sensors. Feature extraction using Latent Dirichlet Allocation and Neural Networks: A case study on movie synopses. Asymptotic Optimality in Stochastic Opti …
Paper Group ANR 170

Paper Group ANR 170

May 6, 2019

Domain based classification. 2D Discrete Fourier Transform with Simultaneous Edge Artifact Removal for Real-Time Applications. Predicting Branch Visits and Credit Card Up-selling using Temporal Banking Data. On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification. Automatic discovery of discriminative parts as …
Paper Group ANR 171

Paper Group ANR 171

May 6, 2019

Proposal for a Leaky-Integrate-Fire Spiking Neuron based on Magneto-Electric Switching of Ferro-magnets. Vicinity-Driven Paragraph and Sentence Alignment for Comparable Corpora. Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process. Automatic Selection of Stochastic Watershed Hierarchies. Multi-source Tr …
Paper Group ANR 172

Paper Group ANR 172

May 6, 2019

Example-Based Image Synthesis via Randomized Patch-Matching. DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation. Dynamic Decomposition of Spatiotemporal Neural Signals. Development of a 3D tongue motion visualization platform based on ultrasound image sequences. Photographic home styles in Congress: a computer vision approach. Partia …
Paper Group ANR 173

Paper Group ANR 173

May 6, 2019

Deep Residual Hashing. Image Denoising via Multi-scale Nonlinear Diffusion Models. Graying the black box: Understanding DQNs. Tracking Switched Dynamic Network Topologies from Information Cascades. Improving Tweet Representations using Temporal and User Context. Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Sear …
Paper Group ANR 174

Paper Group ANR 174

May 6, 2019

Learning and Inferring Relations in Cortical Networks. Finding Singular Features. Criticality in Formal Languages and Statistical Physics. Monge’s Optimal Transport Distance for Image Classification. Audio Visual Emotion Recognition with Temporal Alignment and Perception Attention. Image Based Appraisal of Real Estate Properties. Fast Parallel Rand …