Biblio
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"Capturing Suprasegmental Features of a Voice with RNNs for Improved Speaker Clustering",
IAPR Workshop on Artificial Neural Networks in Pattern Recognition: Springer, pp. 333–345, 2018.
ANNPR_2018b.pdf (692.47 KB)
ANNPR_2018b.pdf (692.47 KB)
"Deep Learning Parametrization for B-Spline Curve Approximation",
2018 International Conference on 3D Vision (3DV): IEEE, pp. 691–699, 2018.
0109.pdf (675.91 KB)
0109.pdf (675.91 KB)
"Developing deep learning applications for life science and pharma industry",
Drug research, vol. 68, pp. 305–310, 2018.
"Image Inpainting for High-Resolution Textures using CNN Texture Synthesis",
Computer Graphics & Visual Computing (CGVC), Swansea UK, Eurographics Association, 2018.
gcvc18.pdf (5.73 MB)
gcvc18.pdf (5.73 MB)
"Know When You Don't Know: A Robust Deep Learning Approach in the Presence of Unknown Phenotypes",
Assay and drug development technologies, vol. 16, no. 6: Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA, pp. 343–349, 2018.
adt.2018.859.pdf (711.06 KB)
adt.2018.859.pdf (711.06 KB)
"Learning Neural Models for End-to-End Clustering",
IAPR Workshop on Artificial Neural Networks in Pattern Recognition: Springer, pp. 126–138, 2018.
ANNPR_2018a.pdf (3.43 MB)
ANNPR_2018a.pdf (3.43 MB)
"Learnt knot placement in B-spline curve approximation using support vector machines",
Computer Aided Geometric Design, vol. 62, pp. 104–116, 2018.
GMP18.pdf (865.85 KB)
GMP18.pdf (865.85 KB)
"LSTM Networks for Edit Distance Calculation with Exchangeable Dictionaries",
13th IAPR International Workshop on Document Analysis Systems: IEEE, 2018.
2018-04 LSTM Networks for Edit Distance Calculation with Exchangeable Dictionaries.pdf (145.78 KB)
2018-04 LSTM Networks for Edit Distance Calculation with Exchangeable Dictionaries.pdf (145.78 KB)
"Multi-Dimensional Connectionist Classification: Reading Text in One Step",
13th IAPR International Workshop on Document Analysis Systems: IEEE, 2018.
2018-04 Multi-Dimensional Connectionist Classification Reading Text in One Step.pdf (485.57 KB)
2018-04 Multi-Dimensional Connectionist Classification Reading Text in One Step.pdf (485.57 KB)
"Optical Surface Detection: A novelty detection approach based on CNN-encoded features",
SPIE Optics and Photonics, pp. 10752 - 10752 - 13, 10/2018.
"Visualization-Assisted Development of Deep Learning Models in Offline Handwriting Recognition",
Visualization in Data Science (VDS at IEEE VIS) 2018, Berlin/Germany, IEEE, 2018.
Visualization-Assisted Development of Deep Learning Models in Offline Handwriting Recognition.pdf (1.03 MB)
Visualization-Assisted Development of Deep Learning Models in Offline Handwriting Recognition.pdf (1.03 MB)
"Evaluation of features for SVM-based classification of geometric primitives in point clouds",
Machine Vision Applications (MVA), 2017 Fifteenth IAPR International Conference on: IEEE, pp. 59–62, 2017.
paper.pdf (1.5 MB)
paper.pdf (1.5 MB)
"Learning embeddings for speaker clustering based on voice equality",
Machine Learning for Signal Processing (MLSP), 2017 IEEE 27th International Workshop on: IEEE, pp. 1–6, 2017.
MLSP_2017.pdf (1.34 MB)
MLSP_2017.pdf (1.34 MB)
"Radiometric calibration of digital cameras using neural networks",
Optics and Photonics for Information Processing XI: SPIE - International Society for Optics and Photonics, 08/2017.
"Improving gradient-based LSTM training for offline handwriting recognition by careful selection of the optimization method",
Conference: BW-CAR Symposium on Information and Communication Systems (SInCom), 12/2016.
2016-12 Improving gradient-based LSTM training for offline handwriting recognition by careful selection of the optimization method.pdf (803.54 KB)
2016-12 Improving gradient-based LSTM training for offline handwriting recognition by careful selection of the optimization method.pdf (803.54 KB)
"Increasing robustness of handwriting recognition using character n-gram decoding on large lexica",
12th IAPR International Workshop on Document Analysis Systems: IEEE, 2016.
Schall et al_2016_Increasing robustness of handwriting recognition using character n-gram decoding on large lexica.pdf (440.82 KB)
Schall et al_2016_Increasing robustness of handwriting recognition using character n-gram decoding on large lexica.pdf (440.82 KB)
"Radiometric calibration of digital cameras using sparse Gaussian processes",
Workshop Farbbildverarbeitung, 2016.
"A short survey on recent methods for cage computation",
BW-CAR| SINCOM, pp. 37, 2016.
cagesurvSinCom.pdf (444.89 KB)
cagesurvSinCom.pdf (444.89 KB)
"Single-Cell Phenotype Classification Using Deep Convolutional Neural Networks",
Journal of biomolecular screening, vol. 21, no. 9: SAGE Publications, pp. 998–1003, 2016.
"Speaker Identification and Clustering using Convolution Neural Networks",
IEEE International workshop on Machine Learning for Signal Processing, 2016.
"Wahrnehmungsorientierte optische Inspektion von texturierten Oberflächen",
INFORMATIK 2016, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik, vol. 259, pp. 1963–1968, 2016.
"Deep Learning on a Raspberry Pi for Real Time Face Recognition.",
Eurographics (Posters), pp. 11–12, 2015.
"Design of a dual species atom interferometer for space",
Experimental Astronomy, vol. 39, no. 2, pp. 167-206, 2015.
Schuldt et al._2015_Design of a dual species atom interferometer for space.pdf (2.98 MB)
Schuldt et al._2015_Design of a dual species atom interferometer for space.pdf (2.98 MB)
"Gene expression signatures predictive of bevacizumab/erlotinib therapeutic benefit in advanced non-squamous non-small cell lung cancer patients (SAKK 19/05 trial)",
Clinical Cancer Research: American Association for Cancer Research, pp. clincanres––3135, 2015.
"On-line CAD Reconstruction with Accumulated Means of Local Geometric Properties",
Curves and Surfaces, 8th International Conference, Paris 2014: Springer, pp. 181-201, 2015.
OnlineCADReconst.pdf (3.18 MB)
OnlineCADReconst.pdf (3.18 MB)