Towards Free Data Selection with General-Purpose Models

Towards Free Data Selection with General-Purpose Models

29 September 2023

Alessandro Mutti

Mingyu Ding

Patrizia Semeraro

Wei Zhan

Papers citing "Towards Free Data Selection with General-Purpose Models"

10 / 10 papers shown

Title
Class Balance Matters to Active Class-Incremental Learning Zitong Huang Z. Chen Yuanze Li Bowen Dong Erjin Zhou Y. Liu Rick Siow Mong Goh Chun-Mei Feng W. Zuo CLL 71 0 0 09 Dec 2024
Active Learning for Vision-Language Models Bardia Safaei Vishal M. Patel VLM 42 2 0 29 Oct 2024
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving Han Lu Xiaosong Jia Yichen Xie Wenlong Liao Xiaokang Yang Junchi Yan 34 13 0 05 Mar 2024
ActiveDC: Distribution Calibration for Active Finetuning Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 26 1 0 13 Nov 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 46 22 0 22 Oct 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie Han Lu Junchi Yan Xiaokang Yang M. Tomizuka Wei Zhan 38 30 0 25 Mar 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning Xudong Wang Long Lian Stella X. Yu 191 33 0 06 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 126 268 0 07 Jan 2021