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JMLR
2012
13 years 4 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
ICASSP
2009
IEEE
15 years 8 months ago
Exploiting T-junctions for depth segregation in single images
Occlusion is one of the major consequences of the physical image generation process: it occurs when an opaque object partly obscures the view of another object further away from t...
Mariella Dimiccoli, Philippe Salembier
IROS
2006
IEEE
124views Robotics» more  IROS 2006»
15 years 7 months ago
Simulation of Acquisition of Locomotion of an Infant Robot
Abstract— The authors proposed a simulation method to clarify the developmental process of human locomotion using a model of infant robot. The infant robot has many degrees of fr...
Katsuyoshi Tsujita, Tatsuya Masuda
RSP
2005
IEEE
207views Control Systems» more  RSP 2005»
15 years 7 months ago
Design Exploration and HW/SW Rapid Prototyping for Real-Time System Design
Embedded signal processing systems are usually associated with real-time constraints and/or high data rates so that fully software implementation are often not satisfactory. In th...
Sylvain Huet, Emmanuel Casseau, Olivier Pasquier
COSIT
2007
Springer
126views GIS» more  COSIT 2007»
15 years 5 months ago
Evaluation of a Semantic Similarity Measure for Natural Language Spatial Relations
Consistent and flawless communication between humans and machines is the precondition for a computer to process instructions correctly. While machines use well-defined languages an...
Angela Schwering