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JMLR
2012
13 years 9 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
16 years 1 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»
16 years 16 days 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»
16 years 3 days 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 10 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