method
active
method:cross-stitch-networks

Cross-stitch networks

MTL architecture with linear combinations of activations across tasks.

Neighborhood — ranked by edge-count

Artifacts (1)

artifact

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Elastic networksconcept0.760
    Spring networks and mechanical systems used to demonstrate physical learning through modifications of bond stiffnesses in response to strain
  • Flow networksconcept0.759
    Networks for transport via fluid flow (biological vascular, engineered microfluidic); pipe properties adapt locally to control flow conductance and enable learning
  • Baseline model stitching trained in a single behavioral direction without CL auxiliary loss, used for comparison with CLMAS.
  • Latent Stitchmethod0.743
    Baseline method using a single orthogonal matrix trained to map source latents to target latents via CL auxiliary loss without behavioral objective.
  • The interdependence of morphogenetic sequences, where each triggers others to repair the whole environment, analogous to arithmetic operations.
  • Neural Networksconcept0.742
  • Cross Labsinstitute0.732
    Research institute in Kyoto where Witkowski is based.
  • cross-referenceconcept0.732
    Explicit textual or graphical links between parts of a work, dynamic and virtual.