method
active
method:metabalance

MetaBalance

Improving recommendations by adapting gradient magnitudes of auxiliary 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.

  • Meta Stabilityconcept0.803
    Condition where a pattern memory cannot settle on a unique outcome, producing stochastic switching; common to cognitive and morphogenetic systems.
  • Meta-learningconcept0.768
    The capability of GPT-3 to learn tasks from few-shot prompts during runtime.
  • Meta AIinstitute0.756
    Affiliation of Ziyu Guo and Rain Liu.
  • Meta-Awarenessconcept0.745
    System's awareness of its own attentional states; the paper's central explanatory target, formalized as precision over attentional state representations.
  • Task balancingconcept0.744
    The problem of ensuring all tasks in MTL perform well, avoiding dominance by some tasks.
  • Metacognitionconcept0.743
    The ability to model one's own cognition; linked to consciousness and decision-making across theories.
  • meta-constructconcept0.733
    A system component outside the application domain that provides infrastructure (e.g., backplane, interface repository).
  • Balanced Subspacesconcept0.732
    Subspaces whose contributions to a layer's output are canceled by opposing weight values, making them non-causally active under natural inputs