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Structured Semantic Transfer for Multi-Label Recognition with Partial
  Labels
v1v2v3 (latest)

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels

AAAI Conference on Artificial Intelligence (AAAI), 2021
21 December 2021
Tianshui Chen
Tao Pu
Hefeng Wu
Yuan Xie
Liang Lin
ArXiv (abs)PDFHTMLGithub (39★)

Papers citing "Structured Semantic Transfer for Multi-Label Recognition with Partial Labels"

36 / 36 papers shown
Unleashing the Power of Vision-Language Models for Long-Tailed Multi-Label Visual Recognition
Unleashing the Power of Vision-Language Models for Long-Tailed Multi-Label Visual Recognition
Wei Tang
Zuo-Zheng Wang
Kun Zhang
Tong Wei
Min-Ling Zhang
VLM
281
0
0
25 Nov 2025
PSScreen V2: Partially Supervised Multiple Retinal Disease Screening
PSScreen V2: Partially Supervised Multiple Retinal Disease Screening
Boyi Zheng
Yalin Zheng
Hrvoje Bogunović
Qing Liu
233
0
0
26 Oct 2025
Incomplete Multi-Label Image Recognition by Co-learning Semantic-Aware Features and Label Recovery
Incomplete Multi-Label Image Recognition by Co-learning Semantic-Aware Features and Label Recovery
Zhi-Fen He
Ren-Dong Xie
Bo Li
Bin Liu
Jin-Yan Hu
VLM
168
0
0
11 Oct 2025
PSScreen: Partially Supervised Multiple Retinal Disease Screening
PSScreen: Partially Supervised Multiple Retinal Disease Screening
Boyi Zheng
Qing Liu
291
1
0
14 Aug 2025
Learning Semantic-Aware Threshold for Multi-Label Image Recognition with Partial Labels
Learning Semantic-Aware Threshold for Multi-Label Image Recognition with Partial LabelsExpert systems with applications (ESWA), 2025
Haoxian Ruan
Zhihua Xu
Zhijing Yang
Guang Ma
Jieming Xie
Changxiang Fan
Tianshui Chen
177
1
0
31 Jul 2025
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Chun-Mei Feng
Kai-An Yu
Xinxing Xu
Salman Khan
Rick Siow Mong Goh
Wangmeng Zuo
Yong Liu
VLM
323
2
0
12 Jun 2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition
Yin Tang
Jiankai Li
Hongyu Yang
Xuan Dong
Lifeng Fan
Weixin Li
268
1
0
25 Apr 2025
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification
Classifier-guided CLIP Distillation for Unsupervised Multi-label ClassificationComputer Vision and Pattern Recognition (CVPR), 2025
Dongseob Kim
Hyunjung Shim
VLM
395
0
0
21 Mar 2025
Learning Semantic-Aware Representation in Visual-Language Models for
  Multi-Label Recognition with Partial Labels
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels
Haoxian Ruan
Zhihua Xu
Zhijing Yang
Yongyi Lu
Jinghui Qin
Tianshui Chen
VLM
319
5
0
14 Dec 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial
  Annotations
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations
Samyak Rawlekar
Shubhang Bhatnagar
Narendra Ahuja
VLM
313
1
0
12 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised
  Multi-Organ Medical Image Segmentation
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation
Xixi Jiang
Dong Zhang
Xiang Li
Kangyi Liu
Kwang-Ting Cheng
Xin Yang
OOD
259
2
0
05 Sep 2024
Text-Region Matching for Multi-Label Image Recognition with Missing
  Labels
Text-Region Matching for Multi-Label Image Recognition with Missing Labels
Leilei Ma
Hongxing Xie
Lei Wang
Yanping Fu
Dengdi Sun
Haifeng Zhao
VLM
417
10
0
26 Jul 2024
Dynamic Correlation Learning and Regularization for Multi-Label
  Confidence Calibration
Dynamic Correlation Learning and Regularization for Multi-Label Confidence Calibration
Tianshui Chen
Weihang Wang
Tao Pu
Jinghui Qin
Zhijing Yang
Jie Liu
Liang Lin
259
21
0
09 Jul 2024
A Survey on Incomplete Multi-label Learning: Recent Advances and Future
  Trends
A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends
Xiang Li
Jiexi Liu
Xinrui Wang
Songcan Chen
AI4TS
405
1
0
10 Jun 2024
Free Performance Gain from Mixing Multiple Partially Labeled Samples in
  Multi-label Image Classification
Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classification
Chak Fong Chong
Jielong Guo
Xu Yang
Wei Ke
Yapeng Wang
VLM
309
0
0
24 May 2024
Counterfactual Reasoning for Multi-Label Image Classification via
  Patching-Based Training
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingInternational Conference on Machine Learning (ICML), 2024
Ming-Kun Xie
Jia-Hao Xiao
Pei Peng
Gang Niu
Masashi Sugiyama
Sheng-Jun Huang
339
10
0
09 Apr 2024
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning
Shuo Yang
Zirui Shang
Yongqi Wang
Derong Deng
Hongwei Chen
Qiyuan Cheng
Xinxiao Wu
VLM
197
10
0
02 Mar 2024
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in
  Multi-Label Image Classification with Partial Labels
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels
Chak Fong Chong
Xinyi Fang
Jielong Guo
Yapeng Wang
Wei Ke
C. Lam
Sio-Kei Im
302
3
0
30 Jan 2024
Text as Image: Learning Transferable Adapter for Multi-Label
  Classification
Text as Image: Learning Transferable Adapter for Multi-Label Classification
Xueling Zhu
Jiuxin Cao
Jian Liu
Dongqi Tang
Furong Xu
Weijia Liu
Jiawei Ge
Bo Liu
Qingpei Guo
Tianyi Zhang
VLM
248
3
0
07 Dec 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for
  Multi-label Image Classification
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image ClassificationIEEE transactions on multimedia (IEEE TMM), 2023
Lei Wang
Yibing Zhan
Leilei Ma
Dapeng Tao
Liang Ding
Chen Gong
341
6
0
26 Nov 2023
Balancing Efficiency vs. Effectiveness and Providing Missing Label
  Robustness in Multi-Label Stream Classification
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationKnowledge-Based Systems (KBS), 2023
Sepehr Bakhshi
Fazli Can
168
12
0
01 Oct 2023
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph
  Generation
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph GenerationIEEE Transactions on Image Processing (IEEE TIP), 2023
Tao Pu
Tianshui Chen
Hefeng Wu
Yongyi Lu
Liangjie Lin
ViT
372
19
0
23 Sep 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition
  with Limited Annotations
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited AnnotationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Ping Hu
Ximeng Sun
Stan Sclaroff
Kate Saenko
VLM
408
36
0
03 Aug 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image
  Classification
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image ClassificationIEEE International Conference on Computer Vision (ICCV), 2023
R. Abdelfattah
Qing Guo
Xiaoguang Li
Xiang Wang
Song Wang
VLM
280
57
0
31 Jul 2023
Semantic Contrastive Bootstrapping for Single-positive Multi-label
  Recognition
Semantic Contrastive Bootstrapping for Single-positive Multi-label RecognitionInternational Journal of Computer Vision (IJCV), 2023
Cheng Chen
Yifan Zhao
Jia Li
248
10
0
15 Jul 2023
Positive Label Is All You Need for Multi-Label Classification
Positive Label Is All You Need for Multi-Label ClassificationIEEE International Conference on Multimedia and Expo (ICME), 2023
Zhixiang Yuan
Kai Zhang
Tao Huang
NoLa
385
10
0
28 Jun 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image
  Recognition
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition
Yanan Wu
Songhe Feng
Yang Wang
329
21
0
21 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated
  Multi-label Classification
Bridging the Gap between Model Explanations in Partially Annotated Multi-label ClassificationComputer Vision and Pattern Recognition (CVPR), 2023
Youngwook Kim
Jae Myung Kim
Ji-Eun Jeong
Cordelia Schmid
Zeynep Akata
Jungwook Lee
340
21
0
04 Apr 2023
Exploring Structured Semantic Prior for Multi Label Recognition with
  Incomplete Labels
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete LabelsComputer Vision and Pattern Recognition (CVPR), 2023
Zixuan Ding
Ao Wang
Hui Chen
Qiaosheng Zhang
Pengzhang Liu
Yongjun Bao
Weipeng P. Yan
Jungong Han
262
43
0
23 Mar 2023
Texts as Images in Prompt Tuning for Multi-Label Image Recognition
Texts as Images in Prompt Tuning for Multi-Label Image RecognitionComputer Vision and Pattern Recognition (CVPR), 2022
Zixian Guo
Bowen Dong
Zhilong Ji
Jinfeng Bai
Yiwen Guo
W. Zuo
VLMVPVLM
352
96
0
23 Nov 2022
Category-Adaptive Label Discovery and Noise Rejection for Multi-label
  Image Recognition with Partial Positive Labels
Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels
Tao Pu
Q. Lao
Hefeng Wu
Tianshui Chen
Guanbin Li
178
2
0
15 Nov 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited
  Annotations
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited AnnotationsNeural Information Processing Systems (NeurIPS), 2022
Ximeng Sun
Ping Hu
Kate Saenko
VLM
320
173
0
20 Jun 2022
Dual-Perspective Semantic-Aware Representation Blending for Multi-Label
  Image Recognition with Partial Labels
Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsExpert systems with applications (ESWA), 2022
Tao Pu
Tianshui Chen
Hefeng Wu
Yukai Shi
Zhijing Yang
Liang Lin
257
17
0
26 May 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial
  Labels
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsInternational Journal of Computer Vision (IJCV), 2022
Tianshui Chen
Tao Pu
Lingbo Liu
Yukai Shi
Zhijing Yang
Guanbin Li
462
40
0
23 May 2022
Semantic Representation and Dependency Learning for Multi-Label Image
  Recognition
Semantic Representation and Dependency Learning for Multi-Label Image RecognitionNeurocomputing (Neurocomputing), 2022
Tao Pu
Lixian Yuan
Hefeng Wu
Tianshui Chen
Ling Tian
Liang Lin
VLM
230
17
0
08 Apr 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition
  with Partial Labels
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsAAAI Conference on Artificial Intelligence (AAAI), 2022
Tao Pu
Tianshui Chen
Hefeng Wu
Liang Lin
270
58
0
04 Mar 2022
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