Xinghua Lou

According to our database, Xinghua Lou authored at least 17 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model Predictive Simulation Using Structured Graphical Models and Transformers.

Xinghua Lou, Meet Dave, Shrinu Kushagra, Miguel Lázaro-Gredilla, Kevin Murphy

CoRR, 2024

2023

PushWorld: A benchmark for manipulation planning with tools and movable obstacles.

Ken Kansky, Skanda Vaidyanath, Scott Swingle, Xinghua Lou, Miguel Lázaro-Gredilla, Dileep George

CoRR, 2023

2017

Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics.

Ken Kansky, Tom Silver, David A. Mély, Mohamed Eldawy, Miguel Lázaro-Gredilla, Xinghua Lou, Nimrod Dorfman, Szymon Sidor, D. Scott Phoenix, Dileep George

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data.

Xinghua Lou, Ken Kansky, Wolfgang Lehrach, C. C. Laan, Bhaskara Marthi, D. Scott Phoenix, Dileep George

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2014

Active Structured Learning for Cell Tracking: Algorithm, Framework, and Usability.

Xinghua Lou, Martin Schiegg, Fred A. Hamprecht

IEEE Trans. Medical Imaging, 2014

Regularization-Based Multitask Learning With Applications to Genome Biology and Biological Imaging.

Christian Widmer, Marius Kloft, Xinghua Lou, Gunnar Rätsch

Künstliche Intell., 2014

2013

GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images.

Christian Widmer, Philipp Drewe, Xinghua Lou, Shefali Umrania, Stephanie Heinrich, Gunnar Rätsch

CoRR, 2013

An Empirical Analysis of Topic Modeling for Mining Cancer Clinical Notes.

Katherine Redfield Chan, Xinghua Lou, Theofanis Karaletsos, Christopher Crosbie, Stuart M. Gardos, David Artz, Gunnar Rätsch

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Visualization Software for 3D Video Microscopy: A Design Study.

Heike Leitte, Jens Fangerau, Xinghua Lou, Burkhard Höckendorf, Steffen Lemke, Alexis Maizel, Jochen Wittbrodt

Proceedings of the 14th Eurographics Conference on Visualization, 2012

Quality Classification of Microscopic Imagery with Weakly Supervised Learning.

Xinghua Lou, Luca Fiaschi, Ullrich Köthe, Fred A. Hamprecht

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Structured Learning from Partial Annotations.

Xinghua Lou, Fred A. Hamprecht

Proceedings of the 29th International Conference on Machine Learning, 2012

Learning to segment dense cell nuclei with shape prior.

Xinghua Lou, Ullrich Köthe, Jochen Wittbrodt, Fred A. Hamprecht

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Biomedical Data Analysis with Prior Knowledge : Modeling and Learning

Xinghua Lou

PhD thesis, 2011

Structured Learning for Cell Tracking.

Xinghua Lou, Fred A. Hamprecht

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Deltr: Digital embryo lineage tree reconstructor.

Xinghua Lou, Frederik O. Kaster, Martin S. Lindner, Bernhard X. Kausler, Ullrich Köthe, Burkhard Hockendorf, Jochen Wittbrodt, Heike Jänicke, Fred A. Hamprecht

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

Deuteration distribution estimation with improved sequence coverage for HX/MS experiments.

Xinghua Lou, Marc Kirchner, Bernhard Y. Renard, Ullrich Köthe, Sebastian Boppel, Christian Graf, Chung-Tien Lee, Judith A. J. Steen, Hanno Steen, Matthias P. Mayer, Fred A. Hamprecht

Bioinform., 2010

2008

FanLens: A Visual Toolkit for Dynamically Exploring the Distribution of Hierarchical Attributes.

Xinghua Lou, Shixia Liu, Tianshu Wang

Proceedings of the IEEE VGTC Pacific Visualization Symposium 2008, 2008