Tag
skip-connections
- Jan 16, 2026 Residual Connections and the Identity Gradient Path How adding a block input to its output changes the Jacobian of a stack from a product of small factors into a sum that contains the identity, what that buys in depth, and where the argument stops holding. deep learning
- Dec 26, 2024 Stride-1 Backbones and Dense Prediction with Skip Connections Why segmentation decoders rebuild resolution that the encoder discarded, what a skip connection restores beyond detail, and how dilated backbones avoid the reconstruction entirely. deep learning