Unsupervised Image Decomposition
3 papers with code • 0 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Unsupervised Image Decomposition
Most implemented papers
Unsupervised Image Decomposition with Phase-Correlation Networks
The ability to decompose scenes into their object components is a desired property for autonomous agents, allowing them to reason and act in their surroundings.
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors
It was shown [Ulyanov et al] that the structure of a single DIP generator network is sufficient to capture the low-level statistics of a single image.
Unsupervised Learning of Compositional Energy Concepts
In this work, we propose COMET, which discovers and represents concepts as separate energy functions, enabling us to represent both global concepts as well as objects under a unified framework.