GradVac

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

• GradDropmethod0.794
  Gradient balancing by masking out gradient values with inconsistent signs.
• GradNormframework0.780
  Gradient balancing method learning task weights; DB-MTL improves on its approach
• CAGradmethod0.714
  Conflict-averse gradient descent, constraining aggregated gradient around average.
• PCGradmethod0.692
  Gradient balancing by projecting conflicting gradients.
• Gradientsconcept0.689
  The property that qualities vary slowly, subtly, gradually across the extent of each living thing; gradients arise as natural responses to changing circumstances and create field-like character that points toward and establishes centers
• Generative Programconcept0.680
  A set of instructions for making something (contrasted with a descriptive blueprint), as in embryonic development.
• Feedbackconcept0.673
  The mechanism by which each step's effect is evaluated against the life of the whole, guiding the unfolding.
• Logarithm transformation improves PCGrad, GradVac, IMTL-G, CAGrad, Nash-MTL, and Aligned-MTL on NYUv2 (Figure 1).finding0.673
  Effectiveness of logarithm transformation as a plug-in for gradient balancing methods.