GIGAZINE

シンプルな原理とユニークな特性を持つ新しい生成AIモデル「DDN ...

シンプルな原理とユニークな特性を持った新しい生成AIモデルの「DDN(Discrete Distribution Networks：離散分布ネットワーク)」を、コンピュータービジョンや大規模言語モデル(LLM)の研究者であるレイ・ヤン氏が発表しました。 DDN: Discrete Distribution Networks DDNは、階層 ...
IEEE

Discrete Burr-Hatke Distribution With Properties, Estimation Methods and Regression Model

Abstract: A new one-parameter discrete distribution, namely discrete Burr-Hatke distribution is introduced and its mathematical properties are studied comprehensively. The main properties of the ...
IEEE

Optimal Private Discrete Distribution Estimation With 1-bit Communication

Abstract: We consider a private discrete distribution estimation problem with one-bit communication constraint. The privacy constraints are imposed with respect to ...
GitHub

A novel generative model with simple principles and unique properties

We introduce a novel generative model: Discrete Distribution Networks (DDN). DDN employs a simple yet unique approach to model the target distribution, distinctly different from mainstream generative ...