method
active
method:cross-stitch-networksCross-stitch networks
MTL architecture with linear combinations of activations across tasks.
Neighborhood — ranked by edge-count
Artifacts (1)
artifact
- The paper proposing the Dual-Balancing Multi-Task Learning method.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Spring networks and mechanical systems used to demonstrate physical learning through modifications of bond stiffnesses in response to strain
- 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.
- 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.
- Research institute in Kyoto where Witkowski is based.
- Explicit textual or graphical links between parts of a work, dynamic and virtual.