Alex Open Research Wiki

Tag: generative-modeling

9 items with this tag.

  • Aug 11, 2026

    Sundial: A Family of Highly Capable Time Series Foundation Models

    • time-series
    • foundation-models
    • forecasting
    • generative-modeling
    • flow-matching
  • Aug 03, 2026

    Explorative Models (XM)

    • entity
    • generative-modeling
    • exploration
    • best-of-k
    • multi-modal-distributions
    • end-to-end-generation
  • Aug 03, 2026

    Implicit Maximum Likelihood Estimation (IMLE)

    • entity
    • generative-modeling
    • implicit-models
    • best-of-k
    • nearest-neighbor
    • mode-coverage
  • Aug 03, 2026

    Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation

    • generative-modeling
    • conditional-generation
    • implicit-models
    • best-of-k
    • mode-coverage
    • image-synthesis
  • Aug 03, 2026

    Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation

    • generative-modeling
    • exploration
    • best-of-k
    • multi-modal-distributions
    • scaling
    • end-to-end-generation
    • world-models
    • diffusion-language-models
  • Aug 03, 2026

    Implicit Maximum Likelihood Estimation

    • generative-modeling
    • implicit-models
    • maximum-likelihood
    • best-of-k
    • mode-coverage
    • nearest-neighbor
  • Jul 28, 2026

    A Random Matrix Theory Perspective on the Consistency of Diffusion Models

    • diffusion
    • random-matrix-theory
    • consistency
    • reproducibility
    • memorization
    • generative-modeling
    • spectral-analysis
  • Jul 28, 2026

    Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training

    • diffusion
    • training-dynamics
    • memorization
    • generalization
    • generative-modeling
  • May 18, 2026

    Timer: Generative Pre-trained Transformers Are Large Time Series Models

    • time-series
    • foundation-models
    • forecasting
    • generative-modeling

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