University of Stuttgart

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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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ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents

We present ADVISER - an open-source, multi-domain dialog system toolkit ...
05/04/2020 ∙ by Chia Yu Li, 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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