Computer vision and multimodal learning · MLD-0313
Dilated convolution
A convolution that spaces filter elements apart to cover a larger input region without proportionally more weights.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Expand context in semantic segmentation.
Original caveat
Dilation can introduce uneven sampling patterns.
Context and aliases
Level: Intermediate. Stages: Architecture · Training · Inference.
Tags: DL · Vision · Multimodal.
Aliases: Atrous convolution.
Related concepts
Concepts linking here
Original references
- Learning Transferable Visual Models From Natural Language Supervision ↗ · Consulted
- Deep Learning: online textbook ↗ · Consulted
- PyTorch neural-network layers ↗ · Reference link
- Original reference URL ↗