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ICML
2008
IEEE
14 years 8 months ago
Deep learning via semi-supervised embedding
We show how nonlinear embedding algorithms popular for use with shallow semisupervised learning techniques such as kernel methods can be applied to deep multilayer architectures, ...
Frédéric Ratle, Jason Weston, Ronan ...
ECML
2007
Springer
14 years 1 months ago
Spectral Clustering and Embedding with Hidden Markov Models
Abstract. Clustering has recently enjoyed progress via spectral methods which group data using only pairwise affinities and avoid parametric assumptions. While spectral clustering ...
Tony Jebara, Yingbo Song, Kapil Thadani
ICIP
1997
IEEE
14 years 9 months ago
Embedding Invisible Information in Color Images
We describe a method for embedding information in color images. A model of human color vision is used to ensure that the embedded signal is invisible. Sinusoidal signals are embed...
David J. Fleet, David J. Heeger
RTAS
2007
IEEE
14 years 1 months ago
Hijack: Taking Control of COTS Systems for Real-Time User-Level Services
This paper focuses on a technique to empower commercial-off-the-shelf (COTS) systems with an execution environment, and corresponding services, to support realtime and embedded ap...
Gabriel Parmer, Richard West
SAC
2005
ACM
14 years 29 days ago
Avoiding data conversions in embedded media processors
Complex application-specific media instructions and kernels are emulated with simple to implement extended subword instructions. We show that assuming extended register file ent...
Ben H. H. Juurlink, Asadollah Shahbahrami, Stamati...