Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design

3 May 2024

Papers citing "Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design"

8 / 8 papers shown

Title
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs Mohammad Reza Rezaei Adji Bousso Dieng VLM 51 2 0 16 Feb 2025
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 46 2 0 15 Feb 2025
Diffusion Models Through a Global Lens: Are They Culturally Inclusive? Zahra Bayramli Ayhan Suleymanzade Na Min An Huzama Ahmad Eunsu Kim Junyeong Park James Thorne Alice H. Oh 91 0 0 13 Feb 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 93 12 0 31 Dec 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 56 16 0 09 Jul 2024
Amortized nonmyopic active search via deep imitation learning Quan Nguyen Anindya Sarkar Roman Garnett 29 0 0 23 May 2024
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 94 109 0 05 Oct 2022
Determinantal point processes for machine learning Alex Kulesza B. Taskar 162 1,123 0 25 Jul 2012