MCDAL: Maximum Classifier Discrepancy for Active Learning

23 July 2021

In So Kweon

Papers citing "MCDAL: Maximum Classifier Discrepancy for Active Learning"

20 / 20 papers shown

Title
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie Yang Liming Chen AI4CE 71 0 0 10 Feb 2025
Take Your Steps: Hierarchically Efficient Pulmonary Disease Screening via CT Volume Compression Qian Shao Kai Zhang Bang Du Zehan Li YiXuan Wu Qiyuan Chen Jian Wu Jintai Chen Honghao Gao Hongxia Xu 87 0 0 02 Dec 2024
Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality Youngtaek Oh Jae-Won Cho Dong-Jin Kim In So Kweon Junmo Kim VLM CoGe CLIP 63 4 0 07 Oct 2024
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection Qian Shao Jiangrui Kang Qiyuan Chen Zepeng Li Hongxia Xu Yiwen Cao Jiajuan Liang Jian Wu 33 0 0 18 Sep 2024
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection Huang-Yu Chen Jia-Fong Yeh Jia-Wei Liao Pin-Hsuan Peng Winston H. Hsu 72 0 0 09 Sep 2024
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification Zhipeng Deng Yuqiao Yang Kenji Suzuki MedIm FedML 64 1 0 17 Jun 2024
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 42 20 0 29 Sep 2023
Overcoming Overconfidence for Active Learning Yujin Hwang Won Jo Juyoung Hong Yukyung Choi 19 1 0 21 Aug 2023
Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Berkcan Ustun Ahmet Kağan Kaya Ezgi Cakir Ayerden Fazil Altinel 40 3 0 14 Apr 2023
Active Teacher for Semi-Supervised Object Detection Peng Mi Jianghang Lin Yiyi Zhou Yunhang Shen Gen Luo Xiaoshuai Sun Liujuan Cao Rongrong Fu Qiang Xu Rongrong Ji 69 61 0 15 Mar 2023
Towards Inference Efficient Deep Ensemble Learning Ziyue Li Kan Ren Yifan Yang Xinyang Jiang Yuqing Yang Dongsheng Li BDL 34 12 0 29 Jan 2023
Semi-Supervised Image Captioning by Adversarially Propagating Labeled Data Dong-Jin Kim Tae-Hyun Oh Jinsoo Choi In So Kweon SSL VLM 31 4 0 26 Jan 2023
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning J. Ahn Yeeun Ma Seoyun Park Cheolwoo You FedML 70 22 0 01 Feb 2022
PT4AL: Using Self-Supervised Pretext Tasks for Active Learning J. S. K. Yi Min-seok Seo Jongchan Park Dong-Geol Choi SSL VLM 37 41 0 19 Jan 2022
Single-Modal Entropy based Active Learning for Visual Question Answering Dong-Jin Kim Jae-Won Cho Jinsoo Choi Yunjae Jung In So Kweon 30 12 0 21 Oct 2021
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning Xudong Wang Long Lian Stella X. Yu 194 33 0 06 Oct 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation Inkyu Shin Dong-Jin Kim Jae-Won Cho Sanghyun Woo Kwanyong Park In So Kweon 37 55 0 12 Aug 2021
DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning Youngtaek Oh Dong-Jin Kim In So Kweon 54 64 0 10 Jun 2021
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 273 1,275 0 06 Mar 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 299 9,202 0 06 Jun 2015