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Layer 6 Labs

Research repositories from Layer 6 AI.

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  1. DropoutNet DropoutNet Public

    Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

    Python 173 43

  2. dgm-eval dgm-eval Public

    Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

    Jupyter Notebook 125 10

  3. xpool xpool Public

    https://layer6ai-labs.github.io/xpool/

    Python 111 9

  4. T-Fixup T-Fixup Public

    Code for the ICML'20 paper "Improving Transformer Optimization Through Better Initialization"

    Python 89 11

  5. RecSys2018 RecSys2018 Public

    1'st Place Approach by Layer6 AI to the 2018 ACM RecSys Challenge

    Java 84 22

  6. GSS GSS Public

    Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

    Python 64 7

Repositories

Showing 10 of 48 repositories
  • conformal-prediction-fairness Public

    Evaluating fairness of conformal prediction with human interaction

    layer6ai-labs/conformal-prediction-fairness’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 5, 2024
  • calo-man Public

    Manifold-aware deep generative models for calorimeter simulation.

    layer6ai-labs/calo-man’s past year of commit activity
    Python 1 0 0 0 Updated Sep 29, 2024
  • layer6ai-labs/dgm_manifold_survey’s past year of commit activity
    Python 2 0 0 0 Updated Sep 24, 2024
  • dgm-eval Public

    Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

    layer6ai-labs/dgm-eval’s past year of commit activity
    Jupyter Notebook 125 MIT 10 0 0 Updated Sep 13, 2024
  • calo-forest Public

    A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.

    layer6ai-labs/calo-forest’s past year of commit activity
    Python 13 MIT 0 0 0 Updated Aug 30, 2024
  • two_step_zoo Public

    Codebase accompanying the paper "Diagnosing and Fixing Manifold Overfitting in Deep Generative Models"

    layer6ai-labs/two_step_zoo’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 2 0 0 Updated Aug 26, 2024
  • layer6ai-labs/dgm_geometry’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Aug 23, 2024
  • dgm_ood_detection Public

    Code for the paper "A Geometric Explanation of the Likelihood OOD Detection Paradox"

    layer6ai-labs/dgm_ood_detection’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Jul 18, 2024
  • ssl-robustness Public

    Codebase for benchmarking robustness of Self-Supervised Learning across diverse downstream tasks

    layer6ai-labs/ssl-robustness’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jul 18, 2024
  • layer6ai-labs/tpcds-spark’s past year of commit activity
    C 0 MIT 1 0 0 Updated Jul 17, 2024

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