Deconvolution and Checkerboard Artifacts
Analysis
The article introduces a specific visual artifact, the checkerboard pattern, observed in images generated by neural networks. It sets the stage for a deeper dive into the causes and potential solutions related to this issue, likely within the context of image generation or related tasks.
Key Takeaways
- •Identifies a specific visual artifact (checkerboard pattern) in neural network-generated images.
- •Implies a focus on image generation or related tasks.
- •Suggests a potential investigation into the causes and solutions for this artifact.
Reference
“When we look very closely at images generated by neural networks, we often see a strange checkerboard pattern of artifacts.”