Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning

19 October 2023

Papers citing "Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning"

14 / 14 papers shown

Title
On the Statistical Complexity of Estimating Vendi Scores from Empirical Data Azim Ospanov Farzan Farnia 35 1 0 17 Feb 2025
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs Mohammad Reza Rezaei Adji Bousso Dieng VLM 41 1 0 16 Feb 2025
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 33 1 0 15 Feb 2025
Conditional Vendi Score: An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models Mohammad Jalali Azim Ospanov Amin Gohari Farzan Farnia EGVM 29 1 0 05 Nov 2024
GRADE: Quantifying Sample Diversity in Text-to-Image Models Royi Rassin Aviv Slobodkin Shauli Ravfogel Yanai Elazar Yoav Goldberg 58 1 0 29 Oct 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models Nithish Kannen Arif Ahmad Marco Andreetto Vinodkumar Prabhakaran Utsav Prabhu Adji Bousso Dieng Pushpak Bhattacharyya Shachi Dave 48 15 0 09 Jul 2024
Towards a Scalable Reference-Free Evaluation of Generative Models Azim Ospanov Jingwei Zhang Mohammad Jalali Xuenan Cao Andrej Bogdanov Farzan Farnia EGVM 32 7 0 03 Jul 2024
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design Quan Nguyen Adji Bousso Dieng 36 6 0 03 May 2024
DMLR: Data-centric Machine Learning Research -- Past, Present and Future Luis Oala M. Maskey Lilith Bat-Leah Alicia Parrish Nezihe Merve Gürel ... Lora Aroyo Ce Zhang Joaquin Vanschoren Isabelle Guyon Peter Mattson AI4CE 20 11 0 21 Nov 2023
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 76 107 0 05 Oct 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 168 325 0 03 Mar 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 487 0 01 Feb 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,183 0 30 Oct 2016