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ICML
2010
IEEE
14 years 10 months ago
Learning Fast Approximations of Sparse Coding
In Sparse Coding (SC), input vectors are reconstructed using a sparse linear combination of basis vectors. SC has become a popular method for extracting features from data. For a ...
Karol Gregor, Yann LeCun
MAM
2006
124views more  MAM 2006»
14 years 9 months ago
Design optimization and space minimization considering timing and code size via retiming and unfolding
The increasingly complicated DSP processors and applications with strict timing and code size constraints require design automation tools to consider multiple optimizations such a...
Qingfeng Zhuge, Chun Xue, Zili Shao, Meilin Liu, M...
LREC
2008
153views Education» more  LREC 2008»
14 years 11 months ago
Coding Emotional Events in Audiovisual Corpora
The modelling of realistic emotional behaviour is needed for various applications in multimodal human-machine interaction such as the design of emotional conversational agents (Ma...
Laurence Devillers, Jean-Claude Martin
DATE
2008
IEEE
168views Hardware» more  DATE 2008»
15 years 4 months ago
Cycle-approximate Retargetable Performance Estimation at the Transaction Level
This paper presents a novel cycle-approximate performance estimation technique for automatically generated transaction level models (TLMs) for heterogeneous multicore designs. The...
Yonghyun Hwang, Samar Abdi, Daniel Gajski
TCSV
2002
148views more  TCSV 2002»
14 years 9 months ago
A full-featured, error-resilient, scalable wavelet video codec based on the set partitioning in hierarchical trees (SPIHT) algor
Compressed video bitstreams require protection from channel errors in a wireless channel. The threedimensional (3-D) SPIHT coder has proved its efficiency and its real-time capabi...
Sungdae Cho, William A. Pearlman