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ICML
2008
IEEE
14 years 8 months ago
Extracting and composing robust features with denoising autoencoders
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pi...
CODES
2004
IEEE
13 years 11 months ago
Hardware synthesis from coarse-grained dataflow specification for fast HW/SW cosynthesis
This paper concerns automatic hardware synthesis from data flow graph (DFG) specification for fast HW/SW cosynthesis. A node in DFG represents a coarse grain block such as FIR and...
Hyunuk Jung, Soonhoi Ha
CVPR
2010
IEEE
14 years 29 days ago
Dynamic Surface Matching by Geodesic Mapping for 3D Animation Transfer
This paper presents a novel approach that achieves complete matching of 3D dynamic surfaces. Surfaces are captured from multi-view video data and represented by sequences of 3D ma...
Tony Tung, Takashi Matsuyama
ICCAD
2007
IEEE
164views Hardware» more  ICCAD 2007»
14 years 4 months ago
Design, synthesis and evaluation of heterogeneous FPGA with mixed LUTs and macro-gates
— Small gates, such as AND2, XOR2 and MUX2, have been mixed with lookup tables (LUTs) inside the programmable logic block (PLB) to reduce area and power and increase performance ...
Yu Hu, Satyaki Das, Steven Trimberger, Lei He
WSDM
2010
ACM
204views Data Mining» more  WSDM 2010»
14 years 2 months ago
Learning URL patterns for webpage de-duplication
Presence of duplicate documents in the World Wide Web adversely affects crawling, indexing and relevance, which are the core building blocks of web search. In this paper, we pres...
Hema Swetha Koppula, Krishna P. Leela, Amit Agarwa...