Search Results for author:
Found 3 papers, 0 papers with code
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
The SWAP-Score is strongly correlated with ground-truth performance across various search spaces and tasks, outperforming 15 existing training-free metrics on NAS-Bench-101/201/301 and TransNAS-Bench-101.
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search
This often requires a high computational overhead to evaluate a number of candidate networks from the set of all possible networks in the search space during the search.
Ranked #16 on
Neural Architecture Search
on NAS-Bench-201, CIFAR-10
A Neural Markovian Multiresolution Image Labeling Algorithm
This paper describes the results of formally evaluating the MCV (Markov concurrent vision) image labeling algorithm which is a (semi-) hierarchical algorithm commencing with a partition made up of single pixel regions and merging regions or subsets of regions using a Markov random field (MRF) image model.
