DIRECT: Deep Active Learning under Imbalance and Label Noise

14 December 2023

Papers citing "DIRECT: Deep Active Learning under Imbalance and Label Noise"

6 / 6 papers shown

Title
Unique Rashomon Sets for Robust Active Learning Simon Nugyen Kentaro Hoffman Tyler H. McCormick 54 0 0 13 Mar 2025
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 56 0 0 10 Nov 2024
Learning from the Best: Active Learning for Wireless Communications N. Soltani Jifan Zhang Batool Salehi Debashri Roy Rob Nowak Kaushik R. Chowdhury 12 3 0 23 Jan 2024
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 161 634 0 27 Oct 2021
Deep Active Learning by Leveraging Training Dynamics Haonan Wang Wei Huang Ziwei Wu A. Margenot Hanghang Tong Jingrui He AI4CE 27 31 0 16 Oct 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 215 848 0 15 Oct 2021