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MCDAL: Maximum Classifier Discrepancy for Active Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
23 July 2021
Jae-Won Cho
Dong-Jin Kim
Yunjae Jung
In So Kweon
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Papers citing
"MCDAL: Maximum Classifier Discrepancy for Active Learning"
21 / 21 papers shown
Unsupervised Active Learning via Natural Feature Progressive Framework
Yuxi Liu
Catherine Lalman
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Decision Boundary Optimization-Informed Domain Adaptation
Lingkun Luo
Shiqiang Hu
Jie Yang
Liming Chen
AI4CE
408
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10 Feb 2025
Towards Clinical Practice in CT-Based Pulmonary Disease Screening: An Efficient and Reliable Framework
Qian Shao
Kai Zhang
Bang Du
Hui Yuan
YiXuan Wu
Qiyuan Chen
Jian Wu
Jian Wu
Jintai Chen
441
0
0
02 Dec 2024
Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Youngtaek Oh
Jae-Won Cho
Dong-Jin Kim
In So Kweon
Junmo Kim
VLM
CoGe
CLIP
396
14
0
07 Oct 2024
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
Neural Information Processing Systems (NeurIPS), 2024
Qian Shao
Jiangrui Kang
Qiyuan Chen
Zepeng Li
Hongxia Xu
Yiwen Cao
Jiajuan Liang
Jian Wu
285
2
0
18 Sep 2024
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection
Conference on Robot Learning (CoRL), 2024
Huang-Yu Chen
Jia-Fong Yeh
Jia-Wei Liao
Pin-Hsuan Peng
Winston H. Hsu
448
2
0
09 Sep 2024
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification
Zhipeng Deng
Yuqiao Yang
Kenji Suzuki
MedIm
FedML
337
8
0
17 Jun 2024
Feedback-guided Data Synthesis for Imbalanced Classification
Reyhane Askari Hemmat
Mohammad Pezeshki
Florian Bordes
M. Drozdzal
Adriana Romero Soriano
SyDa
459
33
0
29 Sep 2023
Overcoming Overconfidence for Active Learning
IEEE Access (IEEE Access), 2023
Yujin Hwang
Won Jo
Juyoung Hong
Yukyung Choi
239
4
0
21 Aug 2023
Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery
Berkcan Ustun
Ahmet Kağan Kaya
Ezgi Cakir Ayerden
Fazil Altinel
241
4
0
14 Apr 2023
Active Teacher for Semi-Supervised Object Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Peng Mi
Jianghang Lin
Weihao Ye
Chunjiang Ge
Gen Luo
Xiaoshuai Sun
Liujuan Cao
Rongrong Fu
Qiang Xu
Rongrong Ji
315
84
0
15 Mar 2023
Towards Inference Efficient Deep Ensemble Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Ziyue Li
Kan Ren
Yifan Yang
Xinyang Jiang
Yuqing Yang
Dongsheng Li
BDL
206
17
0
29 Jan 2023
Semi-Supervised Image Captioning by Adversarially Propagating Labeled Data
IEEE Access (IEEE Access), 2023
Dong-Jin Kim
Tae-Hyun Oh
Jinsoo Choi
In So Kweon
SSL
VLM
184
10
0
26 Jan 2023
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning
IEEE Access (IEEE Access), 2022
J. Ahn
Yeeun Ma
Seoyun Park
Cheolwoo You
FedML
440
33
0
01 Feb 2022
PT4AL: Using Self-Supervised Pretext Tasks for Active Learning
European Conference on Computer Vision (ECCV), 2022
J. S. K. Yi
Min-seok Seo
Jongchan Park
Dong-Geol Choi
SSL
VLM
227
48
0
19 Jan 2022
Single-Modal Entropy based Active Learning for Visual Question Answering
British Machine Vision Conference (BMVC), 2021
Dong-Jin Kim
Jae-Won Cho
Jinsoo Choi
Yunjae Jung
In So Kweon
220
14
0
21 Oct 2021
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning
Xudong Wang
Long Lian
Stella X. Yu
746
42
0
06 Oct 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Inkyu Shin
Dong-Jin Kim
Jae-Won Cho
Sanghyun Woo
Kwanyong Park
In So Kweon
328
68
0
12 Aug 2021
DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Youngtaek Oh
Dong-Jin Kim
In So Kweon
306
87
0
10 Jun 2021
Contextual Diversity for Active Learning
European Conference on Computer Vision (ECCV), 2020
Sharat Agarwal
H. Arora
Saket Anand
Chetan Arora
595
229
0
13 Aug 2020
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
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5,156
0
17 Feb 2017
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