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» A Multi-Resolution Relational Data Model
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BMVC
2002
15 years 4 months ago
Randomized RANSAC with T(d, d) test
Many computer vision algorithms include a robust estimation step where model parameters are computed from a data set containing a significant proportion of outliers. The RANSAC al...
Jiri Matas, Ondrej Chum
145
Voted
ACSW
2007
15 years 3 months ago
A Grid Based e-Research Platform for Clinical Management in the Human Respiratory and Vascular System
A Grid based e-Research platform is being developed for providing a simulation-based virtual reality environment for clinical management and therapy treatment. The development of ...
Sherman Cheung, Xingchen Chu, Shengjin Xu, Rajkuma...
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 5 days ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
WWW
2004
ACM
16 years 3 months ago
Graph-based text database for knowledge discovery
While we expect to discover knowledge in the texts available on the Web, such discovery usually requires many complex analysis steps, most of which require different text handling...
Junji Tomita, Hidekazu Nakawatase, Megumi Ishii
108
Voted
CVPR
2010
IEEE
15 years 10 months ago
Connecting Modalities: Semi-supervised Segmentation and Annotation of Images Using Unaligned Text Corpora
We propose a semi-supervised model which segments and annotates images using very few labeled images and a large unaligned text corpus to relate image regions to text labels. Give...
Richard Socher, Li Fei-Fei