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Lohe Cross Couple

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Lohe Cross Couple has 39 facts recorded in Dontopedia across 4 references, with 3 live disagreements.

39 facts·34 predicates·4 sources·3 in dispute

Mostly:directly applicable to(3), has parameter cost(2), has parameter(2)

Maturity scale raw canonical shape-checked rule-derived certified

Has Parameter Costin disputehasParameterCost

  • 4.16[1]all time · Part 269
  • 4160000[2]sourceall time · 267

Directly Applicable toin disputedirectlyApplicableTo

Has Parameterin disputehasParameter

Generalises BeyondgeneralisesBeyond

Is Cross Coupling PrimitiveisCrossCouplingPrimitive

  • true[3]all time · Part 477

Is the FixisTheFix

  • null[4]all time · Part 271

Needs to Be TrainedneedsToBeTrained

Requires TrainingrequiresTraining

  • null[4]all time · Part 271

Addsadds

  • 17[1]all time · Part 269

Composed ofcomposedOf

  • 6[1]all time · Part 269

Cross CouplescrossCouples

Has Core MechanismhasCoreMechanism

Inbound mentions (6)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

isApplicableForIs Applicable for(3)

hasClassHas Class(1)

hasItemHas Item(1)

targetOfCouplingTarget of Coupling(1)

Other facts (22)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

22 facts
PredicateValueRef
Measure RisingR Cross[1]
More Geometrically Principled ThanAdditive Adapters[1]
Superior toAdditive Adapters[1]
UsesTangent Step[1]
Teleological Fixnull[4]
Assumes ApplicabilityMultiple Domains[1]
Genuinely Useful BecauseR Cross[1]
Has Compute OverheadBlock Matmul[2]
Adds Percentage toBase Diffusion Model[2]
Has Layer Cost693000[2]
Has Layer Count6[2]
Makes ExplicitCross Modal Binding[2]
Situated BetweenModality Segment[2]
Is More Geometrically Principled ThanAdditive Adapter[2]
Uses TechniqueTangent Step[2]
Integrated IntoModel Layer[2]
Works Verbatim WithAudio Visual Conditioning[2]
Is Core ofLohe Bipartite Coupling[2]
Has Definitionpull population A toward mean field of population B in tangent space[2]
Rdfs:labelLoheCrossCouple[2]
Rdf:typeMechanism[2]
Ontologically Core toBipartite Coupling[1]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

39 undated
—
addsblah/watt-activation/part-269
17
—
addsPercentageToblah/watt-activation/267
ex:base-diffusion-model
—
assumesApplicabilityblah/watt-activation/part-269
ex:multiple-domains
—
composedOfblah/watt-activation/part-269
6
—
crossCouplesblah/watt-activation/part-269
ex:frozen-instruction-embedding
—
directlyApplicableToblah/watt-activation/part-269
ex:audio-visual-conditioning
—
directlyApplicableToblah/watt-activation/part-269
ex:lora-soft-prompt-conditioning
—
directlyApplicableToblah/watt-activation/part-269
ex:multimodal-harmonic-gpt-training
—
generalisesBeyondblah/watt-activation/267
ex:image-diffusion
—
generalisesBeyondblah/watt-activation/part-269
ex:image-diffusion
—
genuinelyUsefulBecauseblah/watt-activation/part-269
ex:r-cross
—
hasComputeOverheadblah/watt-activation/267
ex:block-matmul
—
hasCoreMechanismblah/watt-activation/part-269
ex:pull-population-a-toward-mean-field-of-population-b
—
hasDefinitionblah/watt-activation/267
pull population A toward mean field of population B in tangent space
—
hasLayerCostblah/watt-activation/267
693000
—
hasLayerCountblah/watt-activation/267
6
—
hasParameterblah/watt-activation/267
ex:audio-features
—
hasParameterblah/watt-activation/267
ex:video-patches
—
hasParameterCostblah/watt-activation/part-269
4.16
—
hasParameterCostblah/watt-activation/267
4160000
—
integratedIntoblah/watt-activation/267
ex:model-layer
—
isCoreOfblah/watt-activation/267
ex:lohe-bipartite-coupling
—
isCrossCouplingPrimitiveblah/watt-activation/part-477
true
—
isMoreGeometricallyPrincipledThanblah/watt-activation/267
ex:additive-adapter
—
isTheFixblah/watt-activation/part-271
null
—
makesExplicitblah/watt-activation/267
ex:cross-modal-binding
—
measureRisingblah/watt-activation/part-269
ex:r-cross
—
moreGeometricallyPrincipledThanblah/watt-activation/part-269
ex:additive-adapters
—
needsToBeTrainedblah/watt-activation/part-271
ex:not-just-applied-at-inference
—
ontologicallyCoreToblah/watt-activation/part-269
ex:bipartite-coupling
—
labelblah/watt-activation/267
LoheCrossCouple
—
typeblah/watt-activation/267
ex:Mechanism
—
requiresTrainingblah/watt-activation/part-271
null
—
situatedBetweenblah/watt-activation/267
ex:modality-segment
—
superiorToblah/watt-activation/part-269
ex:additive-adapters
—
teleologicalFixblah/watt-activation/part-271
null
—
usesblah/watt-activation/part-269
ex:tangent-step
—
usesTechniqueblah/watt-activation/267
ex:tangent-step
—
worksVerbatimWithblah/watt-activation/267
ex:audio-visual-conditioning

References (4)

4 references
  1. [1]Part 26916 facts
    customctx:discord/blah/watt-activation/part-269
  2. [2]watt-activation-26718 facts
    customctx:discord/blah/watt-activation/267
    • full textwatt-activation-267
      text/plain3 KBdoc:agent/watt-activation-267/830b16ab-feeb-4019-9d04-69fef25ced46
      Show excerpt
      [2026-03-13 16:35] xenonfun: ⏺ 10/10. To your question — yes, LoheCrossCouple generalises beyond image diffusion: The mechanism (pull population A toward mean field of population B in tangent space) is the core Lohe bipartite coupling op…
  3. [3]Part 4771 fact
    customctx:discord/blah/watt-activation/part-477
  4. [4]Part 2714 facts
    customctx:discord/blah/watt-activation/part-271

See also

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