New arXiv paper proposes Normalizing Flow Maps, combining few-step generation with tractable likelihoods for scalable, exactly invertible neural generative systems.

#GenerativeAI #MachineLearning #DeepLearning #NormalizingFlows
https://arxiv.org/abs/2610.22711

Appleが発表した「Normalizing Trajectory Models (NTM)」：確率的軌跡モデリングの限界を突破する高効率生成AIアーキテクチャ

Appleが発表したNormalizing Trajectory Models (NTM)の技術解説。正確な尤度を維持しつつ数ステップでの高速生成を実現。

#GenerativeModels #NormalizingFlows #DiffusionModels #ComputerVision #MachineLearning

Hello everyone,

I am pleased to announce a new paper and a new software package: NFdeconvolve! 🎉🎉🎉🎉🎉🎉🎉🎉🎉🎉
📄 ArXiv – arxiv.org/abs/2501.08288
🛠️ GitHub – github.com/PessoaP/NFde...

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#datascience #MachineLearning #NormalizingFlows #Deconvolution #SignalProcessing #statistics #python

On 6 Oct 2025 team unveiled zoom‑linear‑project (ZLP) Fisher flows, a normalizing‑flow for spherical data that zooms, projects onto the sphere and can add a tangent‑space shift. https://getnews.me/new-fisher-bingham-inspired-normalizing-flows-for-spherical-data/ #normalizingflows #sphericaldata

Bernstein Normalizing Flows combine invertible neural networks with Bernstein polynomials for belief propagation; tests on systems outperformed particle filters. https://getnews.me/normalizing-flows-meet-bernstein-polynomials-for-exact-belief-propagation/ #normalizingflows #bernsteinpolynomials

rahulbhadani.medium.com/stat-stories...
#statistics #mathematics #datascience #machinelearning #normalizingflows #statstories

Conditional Pseudo-Reversible Normalizing Flow for Surrogate Modeling in Quantifying Uncertainty Propagation

dl.begellhouse.com/journals/558...

#NormalizingFlows #UncertaintyQuantification #SurrogateModeling

Conditional Pseudo-Reversible Normalizing Flow for Surrogate Modeling in Quantifying Uncertainty Propagation

www.dl.begellhouse.com/journals/558...

#UncertaintyQuantification #NormalizingFlows #MachineLearningForScience

Partial Information Decomposition via Normalizing Flows in Latent
Gaussian Distributions
Adithya Balachandran, Chao Tian et al.
Paper
Details
#PartialInformationDecomposition #NormalizingFlows #LatentGaussianDistributions

Apple Revives Forgotten AI for Stunning Image Generation: Discover Normalizing Flows aiorbit.app/apple-revive... #AI #GenerativeAI #NormalizingFlows #AppleAI

#ConformalPrediction #NormalizingFlows #Calibration #MultivariateModels #UncertaintyQuantification #AIResearch #MachineLearning