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    • LoCalPFN

      Public
      Retrieval & Fine-Tuning for In-Context Tabular Models (NeurIPS 2024)
      Python
      0100Updated Nov 7, 2025Nov 7, 2025
    • Self-Supervised Representation Learning as Mutual Information Maximization
      Jupyter Notebook
      0100Updated Nov 5, 2025Nov 5, 2025
    • Assessing Quality of Retrieval-Augmented Generation via Conditional Conformal Factuality
      Python
      0100Updated Nov 5, 2025Nov 5, 2025
    • CausalPFN

      Public
      CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
      Jupyter Notebook
      0100Updated Nov 5, 2025Nov 5, 2025
    • Repository for our code for DataCV Challenge in CVPR 2024
      0000Updated Nov 4, 2025Nov 4, 2025
    • act_ids

      Public
      Python
      0000Updated Nov 4, 2025Nov 4, 2025
    • rag-error-classification

      Public
      Classifying errors in RAG systems to assist iterative model refinement
      Python
      0310Updated Oct 20, 2025Oct 20, 2025
    • Python
      1000Updated Oct 18, 2025Oct 18, 2025
    • TabDPT-inference

      Public
      Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"
      Python
      126042Updated Oct 16, 2025Oct 16, 2025
    • conformal-importance-summarization

      Public
      Document summarization with conformal guarantees on information retention.
      Python
      0110Updated Sep 25, 2025Sep 25, 2025
    • DRESS

      Public
      The code base for the research project exploring disentangled representation-based self-supervised meta-learning.
      Python
      0520Updated Sep 25, 2025Sep 25, 2025
    • Training code for TabDPT: Scaling Tabular Foundation Models on Real Data
      Python
      23702Updated Aug 3, 2025Aug 3, 2025
    • flipd

      Public
      An efficient local intrinsic dimension estimator with diffusion models.
      Jupyter Notebook
      1220Updated Jun 11, 2025Jun 11, 2025
    • Jupyter Notebook
      1200Updated May 20, 2025May 20, 2025
    • C
      0400Updated May 9, 2025May 9, 2025
    • 0100Updated Mar 5, 2025Mar 5, 2025
    • 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
      1819530Updated Mar 3, 2025Mar 3, 2025
    • msc-sql

      Public
      Text-2-SQL
      Python
      22010Updated Feb 21, 2025Feb 21, 2025
    • Evaluating fairness of conformal prediction with human interaction
      Python
      1400Updated Feb 13, 2025Feb 13, 2025
    • Jupyter Notebook
      31600Updated Jan 20, 2025Jan 20, 2025
    • Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples
      Python
      0400Updated Nov 15, 2024Nov 15, 2024
    • A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.
      Python
      11800Updated Nov 3, 2024Nov 3, 2024
    • calo-man

      Public
      Manifold-aware deep generative models for calorimeter simulation.
      Python
      0200Updated Sep 29, 2024Sep 29, 2024
    • Python
      0400Updated Sep 24, 2024Sep 24, 2024
    • Codebase accompanying the paper "Diagnosing and Fixing Manifold Overfitting in Deep Generative Models"
      Jupyter Notebook
      2900Updated Aug 26, 2024Aug 26, 2024
    • Code for the paper "A Geometric Explanation of the Likelihood OOD Detection Paradox"
      Jupyter Notebook
      0300Updated Jul 18, 2024Jul 18, 2024
    • Codebase for benchmarking robustness of Self-Supervised Learning across diverse downstream tasks
      Python
      0600Updated Jul 18, 2024Jul 18, 2024
    • C
      1000Updated Jul 17, 2024Jul 17, 2024
    • dp-cert

      Public
      A framework for providing certified robustness guarantees with differentially private models
      Jupyter Notebook
      1100Updated Jul 16, 2024Jul 16, 2024
    • Human in the Loop Conformal Prediction
      Python
      2600Updated May 12, 2024May 12, 2024