Revisiting Active Learning in the Era of Vision Foundation Models

25 January 2024

Papers citing "Revisiting Active Learning in the Era of Vision Foundation Models"

5 / 5 papers shown

Title
Parameter-Efficient Active Learning for Foundational models Athmanarayanan Lakshmi Narayanan R. Krishnan Amrutha Machireddy Mahesh Subedar VLM 23 0 0 13 Jun 2024
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets Guy Hacohen Avihu Dekel D. Weinshall 119 81 0 06 Feb 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 104 180 0 19 Oct 2020
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost M. Gao Zizhao Zhang Guo-Ding Yu Sercan Ö. Arik L. Davis Tomas Pfister 151 194 0 16 Oct 2019