A person who has none of the following traits, Male, White, Heterosexual, Able-bodied with a non-Religious background.
Our Society should embrace diversity.
Meaning = Society should be closed to White Heterosexual Able-Body Males with no strong Religious Convictions.
Meaning = Society should be closed to White Heterosexual Able-Body Males with no strong Religious Convictions.
by Lost in Logic September 8, 2021
Get the Diversity mug.Diversion testicles are a set of rubber testicles that you hold up in the air and shake like a bell. The purpose of diversion testicles are to distract your co-workers from eating a meat and cheese platter, so you can surreptitiously sneak under the radar and eat the platter yourself.
Dale held up some diversion testicles during a staff meeting to distract his coworkers from the snack platter that was in front of them. Dale then ate the snack platter while his coworkers were distracted.
by Ghjskdldh July 31, 2021
Get the Diversion testicle mug.by FenTheGoat December 11, 2024
Get the diversity specialist mug.A recent innovation of installing bollards outside festivals, events, concerts etc with a high volume of foot traffic to protect the common citizen from diversity driven cars, vans and trucks.
Klaus: I want to go to the Christmas market this year
Gunter: I don't think it is safe.
Klaus: Oh don't worry, they are installing diversity bollards this year.
Gunter: I don't think it is safe.
Klaus: Oh don't worry, they are installing diversity bollards this year.
by DigitalCigarettes December 22, 2024
Get the Diversity Bollard mug.An unhealthy obsession against diversity (most notably racial and sexual) seen by consumers of media products like movies and video games. An individual with DDS would go on an unhinged rant about how something is ruined because it either features diversity such as including a POC individual or said product would attempt to be inclusive to a diverse audience.
"Did you see that annoying clickbait video about how Gaming is ruined by DEI and wokeness"
"That guy talks about diversity in every video."
"He must be suffering from Diversity Derangement Syndrome."
"That guy talks about diversity in every video."
"He must be suffering from Diversity Derangement Syndrome."
by ghmorello December 30, 2024
Get the Diversity Derangement Syndrome mug.A phrase used to define life diversity of all kinds. Diversity is powerful because where one lacks, the other surpasses. Diversity is neither good or bad, it is; Diversity is both good and bad and cannot be characterized as either or for the balance is too grand to put to scale.
Diversity is powerful because it creates an open mind and and let's you use your free will. A society with 1 mind is led in blinded unity, and a society with many minds is led by creative and strong thinking and beliefs.
Diversity is powerful because it creates an open mind and and let's you use your free will. A society with 1 mind is led in blinded unity, and a society with many minds is led by creative and strong thinking and beliefs.
by ThePhilosophicalDefinitioner June 17, 2025
Get the Diversity is powerful mug.A knowledge distillation approach that uses extreme loss function weighting to force neural networks to preserve semantic differences between distinct concepts while preventing mode collapse. The technique employs "nuclear" (extreme) lambda parameters that heavily weight diversity preservation over teacher alignment, ensuring that different input concepts produce genuinely different vector representations.
Key characteristics:
Uses extreme weighting ratios (e.g., λ_diversity = 2.0-6.0 vs λ_alignment = 0.02-0.1)
Prevents mode collapse where different inputs produce nearly identical outputs
Maintains semantic separation in compressed vector spaces
Applied in the LN (Learning Networks) Semantic Encoder architecture
Measures success by reducing cosine similarity between different concepts from ~0.99 to ~0.3-0.7
The term "nuclear" emphasizes the aggressive, sometimes extreme measures needed to solve fundamental problems in neural network training where subtle parameter adjustments fail to achieve the desired diversity preservation.
Key characteristics:
Uses extreme weighting ratios (e.g., λ_diversity = 2.0-6.0 vs λ_alignment = 0.02-0.1)
Prevents mode collapse where different inputs produce nearly identical outputs
Maintains semantic separation in compressed vector spaces
Applied in the LN (Learning Networks) Semantic Encoder architecture
Measures success by reducing cosine similarity between different concepts from ~0.99 to ~0.3-0.7
The term "nuclear" emphasizes the aggressive, sometimes extreme measures needed to solve fundamental problems in neural network training where subtle parameter adjustments fail to achieve the desired diversity preservation.
The researchers implemented nuclear diversity in their knowledge distillation pipeline, using extreme lambda weighting of 6.0 for diversity preservation versus 0.02 for teacher alignment, successfully reducing semantic collapse from 0.998 to 0.324 cosine similarity between distinct concepts.
by Trentism July 9, 2025
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