Unsupervised Embedding Quality Evaluation

26 May 2023

Papers citing "Unsupervised Embedding Quality Evaluation"

7 / 7 papers shown

Title
LOBSTUR: A Local Bootstrap Framework for Tuning Unsupervised Representations in Graph Neural Networks So Won Jeong Claire Donnat 12 0 0 20 May 2025
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees Emma Ceccherini Ian Gallagher Andrew Jones Daniel J. Lawson 53 0 0 04 Mar 2025
Towards Automatic Assessment of Self-Supervised Speech Models using Rank Zakaria Aldeneh Vimal Thilak Takuya Higuchi B. Theobald Tatiana Likhomanenko SSL 77 0 0 16 Sep 2024
Measuring What Matters: Intrinsic Distance Preservation as a Robust Metric for Embedding Quality Steven N. Hart R. Maulik 42 0 0 31 Jul 2024
Spectal Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning Marina Munkhoeva Ivan Oseledets SSL 42 2 0 31 May 2023
RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank Q. Garrido Randall Balestriero Laurent Najman Yann LeCun SSL 68 74 0 05 Oct 2022
On Feature Decorrelation in Self-Supervised Learning Tianyu Hua Wenxiao Wang Zihui Xue Sucheng Ren Yue Wang Hang Zhao SSL OOD 140 188 0 02 May 2021