Unsupervised Image Decomposition
3 papers with code • 0 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Unsupervised Image Decomposition
CongNaMul
Most implemented papers
Unsupervised Image Decomposition with Phase-Correlation Networks
angelvillar96/Unsupervised-Decomposition-PCDNet-1
•
•
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
yossigandelsman/DoubleDIP
•
•
Computer Vision Foundation 2018
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
yilundu/comet
•
•
NeurIPS 2021
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.
