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CVPR
2009
IEEE
15 years 4 months ago
Efficient Scale Space Auto-Context for Image Segmentation and Labeling
The Conditional Random Fields (CRF) model, using patch-based classification bound with context information, has recently been widely adopted for image segmentation/ labeling. In...
Jiayan Jiang (UCLA), Zhuowen Tu (UCLA)
ICRA
2009
IEEE
132views Robotics» more  ICRA 2009»
14 years 3 months ago
Smoothed Sarsa: Reinforcement learning for robot delivery tasks
— Our goal in this work is to make high level decisions for mobile robots. In particular, given a queue of prioritized object delivery tasks, we wish to find a sequence of actio...
Deepak Ramachandran, Rakesh Gupta
ISCA
2007
IEEE
117views Hardware» more  ISCA 2007»
14 years 3 months ago
ReCycle: : pipeline adaptation to tolerate process variation
Process variation affects processor pipelines by making some stages slower and others faster, therefore exacerbating pipeline unbalance. This reduces the frequency attainable by t...
Abhishek Tiwari, Smruti R. Sarangi, Josep Torrella...
ACMMSP
2006
ACM
232views Hardware» more  ACMMSP 2006»
14 years 2 months ago
Implicit and explicit optimizations for stencil computations
Stencil-based kernels constitute the core of many scientific applications on block-structured grids. Unfortunately, these codes achieve a low fraction of peak performance, due pr...
Shoaib Kamil, Kaushik Datta, Samuel Williams, Leon...
ICPADS
2005
IEEE
14 years 2 months ago
Efficient Barrier Synchronization on Wireless Computing Systems
This work deals with efficient barrier synchronization for wireless cluster computing where nodes communicate with each other wirelessly in one or multiple hops. Such a computing ...
Nian-Feng Tzeng, Bhanurekha Kasula, Hongyi Wu