University of Stuttgart

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Find out here about the DoKUS governing body, how it is elected, and how it advocates for the issues of concern to doctoral students.

Technical Report on Visual Quality Assessment for Frame Interpolation

Current benchmarks for optical flow algorithms evaluate the estimation q...
01/16/2019 ∙ by Hui Men, et al. ∙ 10 ∙ share

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Rapidly-Exploring Quotient-Space Trees: Motion Planning using Sequential Simplifications

Motion planning problems can be simplified by admissible projections of ...
06/04/2019 ∙ by Andreas Orthey, et al. ∙ 8 ∙ share

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Deep Workpiece Region Segmentation for Bin Picking

For most industrial bin picking solutions, the pose of a workpiece is lo...
09/08/2019 ∙ by Muhammad Usman Khalid, et al. ∙ 8 ∙ share

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SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals

In response to the continuing research interest in computational semanti...
11/23/2019 ∙ by Iris Hendrickx, et al. ∙ 6 ∙ share

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Accurate and Robust Eye Contact Detection During Everyday Mobile Device Interactions

Quantification of human attention is key to several tasks in mobile huma...
07/25/2019 ∙ by Mihai Bâce, et al. ∙ 3 ∙ share

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Optimized Directed Roadmap Graph for Multi-Agent Path Finding Using Stochastic Gradient Descent

We present a novel approach called Optimized Directed Roadmap Graph (ODR...
03/29/2020 ∙ by Christian Henkel, et al. ∙ 2 ∙ share

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Detecting Everyday Scenarios in Narrative Texts

Script knowledge consists of detailed information on everyday activities...
06/10/2019 ∙ by Lilian D. A. Wanzare, et al. ∙ 1 ∙ share

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High Dynamic Range Imaging Technology

In this lecture note, we describe high dynamic range (HDR) imaging syste...
11/30/2017 ∙ by Alessandro Artusi, et al. ∙ 0 ∙ share

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Deep Recurrent Gaussian Process with Variational Sparse Spectrum Approximation

Modeling sequential data has become more and more important in practice....
11/02/2017 ∙ by Roman Föll, et al. ∙ 0 ∙ share

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Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets

There has been a good amount of progress in sentiment analysis over the ...
09/13/2017 ∙ by Jeremy Barnes, et al. ∙ 0 ∙ share

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Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints

In this paper, we present a new task that investigates how people intera...
07/25/2017 ∙ by Ilker Yildirim, et al. ∙ 0 ∙ share

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Adaptive Clustering Using Kernel Density Estimators

We investigate statistical properties of a clustering algorithm that rec...
08/17/2017 ∙ by Ingo Steinwart, et al. ∙ 0 ∙ share

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Sobolev Norm Learning Rates for Regularized Least-Squares Algorithm

Learning rates for regularized least-squares algorithms are in most case...
02/23/2017 ∙ by Simon Fischer, et al. ∙ 0 ∙ share

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liquidSVM: A Fast and Versatile SVM package

liquidSVM is a package written in C++ that provides SVM-type solvers for...
02/22/2017 ∙ by Ingo Steinwart, et al. ∙ 0 ∙ share

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Collective Adaptive Systems: Challenges Beyond Evolvability

This position paper overviews several challenges of collective adaptive ...
08/29/2011 ∙ by Serge Kernbach, et al. ∙ 0 ∙ share

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Evaluating Morphological Computation in Muscle and DC-motor Driven Models of Human Hopping

In the context of embodied artificial intelligence, morphological comput...
12/01/2015 ∙ by Keyan Ghazi-Zahedi, et al. ∙ 0 ∙ share

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Representation of Quasi-Monotone Functionals by Families of Separating Hyperplanes

We characterize when the level sets of a continuous quasi-monotone funct...
08/21/2015 ∙ by Ingo Steinwart, et al. ∙ 0 ∙ share

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Cutting Recursive Autoencoder Trees

Deep Learning models enjoy considerable success in Natural Language Proc...
01/13/2013 ∙ by Christian Scheible, et al. ∙ 0 ∙ share

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Tracking Individual Targets in High Density Crowd Scenes Analysis of a Video Recording in Hajj 2009

In this paper we present a number of methods (manual, semi-automatic and...
07/08/2014 ∙ by Mohamed H. Dridi, et al. ∙ 0 ∙ share

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Predicting Disease-Gene Associations using Cross-Document Graph-based Features

In the context of personalized medicine, text mining methods pose an int...
09/26/2017 ∙ by Hendrik ter Horst, et al. ∙ 0 ∙ share

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Time-Dependent 2-D Vector Field Topology: An Approach Inspired by Lagrangian Coherent Structures

This paper presents an approach to a time-dependent variant of the conce...
05/28/2011 ∙ by Filip Sadlo, et al. ∙ 0 ∙ share

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Finding and Classifying Critical Points of 2D Vector Fields: A Cell-Oriented Approach Using Group Theory

We present a novel approach to finding critical points in cell-wise bary...
04/26/2010 ∙ by Felix Effenberger, et al. ∙ 0 ∙ share

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Neural-based Context Representation Learning for Dialog Act Classification

We explore context representation learning methods in neural-based model...
08/08/2017 ∙ by Daniel Ortega, et al. ∙ 0 ∙ share

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Corpus-level Fine-grained Entity Typing

This paper addresses the problem of corpus-level entity typing, i.e., in...
08/07/2017 ∙ by Yadollah Yaghoobzadeh, et al. ∙ 0 ∙ share

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Improving coreference resolution with automatically predicted prosodic information

Adding manually annotated prosodic information, specifically pitch accen...
07/28/2017 ∙ by Ina Rösiger, et al. ∙ 0 ∙ share

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Modeling Target-Side Inflection in Neural Machine Translation

NMT systems have problems with large vocabulary sizes. Byte-pair encodin...
07/19/2017 ∙ by Aleš Tamchyna, et al. ∙ 0 ∙ share

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Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking

This paper presents our novel method to encode word confusion networks, ...
07/18/2017 ∙ by Glorianna Jagfeld, et al. ∙ 0 ∙ share

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German in Flux: Detecting Metaphoric Change via Word Entropy

This paper explores the information-theoretic measure entropy to detect ...
06/15/2017 ∙ by Dominik Schlechtweg, et al. ∙ 0 ∙ share

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A General-Purpose Tagger with Convolutional Neural Networks

We present a general-purpose tagger based on convolutional neural networ...
06/06/2017 ∙ by Xiang Yu, et al. ∙ 0 ∙ share

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Prosodic Event Recognition using Convolutional Neural Networks with Context Information

This paper demonstrates the potential of convolutional neural networks (...
06/02/2017 ∙ by Sabrina Stehwien, et al. ∙ 0 ∙ share

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Function Assistant: A Tool for NL Querying of APIs

In this paper, we describe Function Assistant, a lightweight Python-base...
06/01/2017 ∙ by Kyle Richardson, et al. ∙ 0 ∙ share

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Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages

We present a transition-based dependency parser that uses a convolutiona...
05/30/2017 ∙ by Xiang Yu, et al. ∙ 0 ∙ share

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Living a discrete life in a continuous world: Reference with distributed representations

Reference is a crucial property of language that allows us to connect li...
02/06/2017 ∙ by Gemma Boleda, et al. ∙ 0 ∙ share

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Challenges of Computational Processing of Code-Switching

This paper addresses challenges of Natural Language Processing (NLP) on ...
10/07/2016 ∙ by Özlem Çetinoğlu, et al. ∙ 0 ∙ share

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Opinion Mining in Online Reviews About Distance Education Programs

The popularity of distance education programs is increasing at a fast pa...
07/21/2016 ∙ by Janik Jaskolski, et al. ∙ 0 ∙ share

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Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding

We investigate the usage of convolutional neural networks (CNNs) for the...
06/24/2016 ∙ by Ngoc Thang Vu, et al. ∙ 0 ∙ share

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Combining Recurrent and Convolutional Neural Networks for Relation Classification

This paper investigates two different neural architectures for the task ...
05/24/2016 ∙ by Ngoc Thang Vu, et al. ∙ 0 ∙ share

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Behavioral software engineering - guidelines for qualitative studies

Researchers are increasingly recognizing the importance of human aspects...
12/22/2017 ∙ by Per Lenberg, et al. ∙ 0 ∙ share

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Report from GI-Dagstuhl Seminar 16394: Software Performance Engineering in the DevOps World

This report documents the program and the outcomes of GI-Dagstuhl Semina...
09/26/2017 ∙ by Andre van Hoorn, et al. ∙ 0 ∙ share

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On Search Powered Navigation

Query-based searching and browsing-based navigation are the two main com...
11/01/2017 ∙ by Mostafa Dehghani, et al. ∙ 0 ∙ share

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A Community's Perspective on the Status and Future of Peer Review in Software Engineering

Context: Pre-publication peer review of scientific articles is considere...
06/22/2017 ∙ by Lutz Prechelt, et al. ∙ 0 ∙ share

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Best Practices for Replicability, Reproducibility and Reusability of Computer-Based Experiments Exemplified by Model Reduction Software

Over the recent years the importance of numerical experiments has gradua...
07/05/2016 ∙ by Jörg Fehr, et al. ∙ 0 ∙ share

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The Dune FoamGrid implementation for surface and network grids

We present FoamGrid, a new implementation of the DUNE grid interface. Fo...
11/11/2015 ∙ by Oliver Sander, et al. ∙ 0 ∙ share

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Rational Points on the Unit Sphere: Approximation Complexity and Practical Constructions

Each non-zero point in R^d identifies a closest point x on the unit sphe...
07/26/2017 ∙ by Daniel Bahrdt, et al. ∙ 0 ∙ share

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PrivacEye: Privacy-Preserving First-Person Vision Using Image Features and Eye Movement Analysis

As first-person cameras in head-mounted displays become increasingly pre...
01/13/2018 ∙ by Julian Steil, et al. ∙ 0 ∙ share

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Challenges of the Dynamic Detection of Functionally Similar Code Fragments

Classic clone detection approaches are hardly capable of finding redunda...
01/18/2018 ∙ by Florian Deissenboeck, et al. ∙ 0 ∙ share

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On The Complexity of the Cayley Semigroup Membership Problem

We investigate the complexity of deciding, given a multiplication table ...
02/02/2018 ∙ by Lukas Fleischer, et al. ∙ 0 ∙ share

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Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario

A variety of methods is available to quantify uncertainties arising with...
02/08/2018 ∙ by Markus Köppel, et al. ∙ 0 ∙ share

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Enabling Interactive Mobile Simulations Through Distributed Reduced Models

Currently, various hardware and software companies are developing augmen...
02/14/2018 ∙ by Christoph Dibak, et al. ∙ 0 ∙ share

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The isomorphism problem for finite extensions of free groups is in PSPACE

We present an algorithm for the following problem: given a context-free ...
02/20/2018 ∙ by Géraud Sénizergues, et al. ∙ 0 ∙ share

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