Classification Consistency
3 papers with code • 0 benchmarks • 0 datasets
How often two shifts of the same image are classified the same
( Image credit: Antialiased CNNs )
Benchmarks
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Latest papers with no code
CCFace: Classification Consistency for Low-Resolution Face Recognition
However, these methods have shown a significant decline in performance when applied to real-world low-resolution benchmarks like TinyFace or SCFace.
Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings
This article introduces a novel approach to the classification of categorical time series under the supervised learning paradigm.
G5: A Universal GRAPH-BERT for Graph-to-Graph Transfer and Apocalypse Learning
In this paper, we will further investigate the graph-to-graph transfer of a universal GRAPH-BERT for graph representation learning across different graph datasets, and our proposed model is also referred to as the G5 for simplicity.
Sparse Representation Classification via Screening for Graphs
The sparse representation classifier (SRC) is shown to work well for image recognition problems that satisfy a subspace assumption.
Sparse Representation Classification Beyond L1 Minimization and the Subspace Assumption
The results are demonstrated via simulations and real data experiments, where the new algorithm achieves comparable numerical performance and significantly faster.
Simultaneous sparse estimation of canonical vectors in the p>>N setting
Secondly, we propose an extension of this form to the $p\gg N$ setting and achieve feature selection by using a group penalty.
