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1. embedding-comparison embedding-comparison Public

   [ICML 2025] Official implementation of SPEC method for interpretable embedding comparison. paper: Towards an Explainable Comparison and Alignment of Feature Embeddings

   Python 7

2. sparke-guidance sparke-guidance Public

   [arXiv] Official implementation of "SPALE: Scalable Prompt-Aware Latent Entropy-based Diversity Guidance in Diffusion Models" for enhancing diversity in latent diffusion models.

   Python 2

3. renyi-kernel-entropy renyi-kernel-entropy Public

   [NeurIPS 2023] Code base for the Renyi Kernel Entropy (RKE) metric for generative models.

   Python 11

4. FKEA FKEA Public

   Forked from aziksh-ospanov/FKEA

   [NeurIPS 2024] Code base for the Fourier-based Kernel Entropy Approximation (FKEA) metric for generative models.

   Python

5. conditional-vendi conditional-vendi Public

   This Repository contains source code for paper "Conditional Vendi Score: An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models"

   Python 4

6. FINC FINC Public

   Forked from buyeah1109/FINC

   Official code repository of paper: "Identification of Novel Modes in Generative Models via Fourier-based Differential Clustering"

   Python