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Learning Semantic-Specific Graph Representation for Multi-Label Image
  Recognition

Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition

IEEE International Conference on Computer Vision (ICCV), 2019
20 August 2019
Tianshui Chen
Muxi Xu
X. Hui
Hefeng Wu
Liang Lin
ArXiv (abs)PDFHTMLGithub (164★)

Papers citing "Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition"

50 / 119 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
264
0
0
25 Nov 2025
Learning Sparse Label Couplings for Multilabel Chest X-Ray Diagnosis
Learning Sparse Label Couplings for Multilabel Chest X-Ray Diagnosis
Utkarsh Prakash Srivastava
Kaushik Gupta
Kaushik Nath
132
0
0
11 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
221
0
0
26 Oct 2025
OTTER: Open-Tagging via Text-Image Representation for Multi-modal Understanding
OTTER: Open-Tagging via Text-Image Representation for Multi-modal Understanding
Jieer Ouyang
Xiaoneng Xiang
Zheng Wang
Yangkai Ding
VLM
147
0
0
01 Oct 2025
Diffusion-Based Cross-Modal Feature Extraction for Multi-Label Classification
Diffusion-Based Cross-Modal Feature Extraction for Multi-Label Classification
Tian Lan
Yiming Zheng
Jianxin Yin
194
0
0
19 Sep 2025
PSScreen: Partially Supervised Multiple Retinal Disease Screening
PSScreen: Partially Supervised Multiple Retinal Disease Screening
Boyi Zheng
Qing Liu
284
1
0
14 Aug 2025
DART: Dual Adaptive Refinement Transfer for Open-Vocabulary Multi-Label Recognition
DART: Dual Adaptive Refinement Transfer for Open-Vocabulary Multi-Label Recognition
Haijing Liu
Tao Pu
Hefeng Wu
Keze Wang
Guanbin Li
ObjDVLM
193
1
0
07 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
170
1
0
31 Jul 2025
Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification
Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification
Ren-Dong Xie
Zhi-Fen He
Bo Li
Yinan Han
Jin-Yan Hu
237
0
0
20 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
313
2
0
12 Jun 2025
Prompt-Guided Attention Head Selection for Focus-Oriented Image Retrieval
Prompt-Guided Attention Head Selection for Focus-Oriented Image Retrieval
Yuji Nozawa
Yu Lin
Kazumoto Nakamura
Youyang Ng
367
0
0
02 Apr 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
311
4
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
308
1
0
12 Sep 2024
Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label
  Image Classification
Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image ClassificationACM Multimedia (MM), 2024
Jiexuan Yan
Sheng Huang
Nankun Mu
Luwen Huangfu
Bo Liu
VLM
255
12
0
15 Aug 2024
Improving Network Interpretability via Explanation Consistency
  Evaluation
Improving Network Interpretability via Explanation Consistency EvaluationIEEE transactions on multimedia (IEEE TMM), 2024
Hefeng Wu
Hao Jiang
Keze Wang
Ziyi Tang
Xianghuan He
Liang Lin
FAttAAML
332
4
0
08 Aug 2024
Multi-label Sewer Pipe Defect Recognition with Mask Attention Feature
  Enhancement and Label Correlation Learning
Multi-label Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning
Xin Zuo
Yu Sheng
Jifeng Shen
Yongwei Shan
192
0
0
01 Aug 2024
SSPA: Split-and-Synthesize Prompting with Gated Alignments for
  Multi-Label Image Recognition
SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition
Hao Tan
Zichang Tan
Jun Li
Jun Wan
Zhen Lei
Stan Z. Li
VLM
287
1
0
30 Jul 2024
Dual-Decoupling Learning and Metric-Adaptive Thresholding for
  Semi-Supervised Multi-Label Learning
Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning
Jia-Hao Xiao
Ming-Kun Xie
Heng-Bo Fan
Gang Niu
Masashi Sugiyama
Sheng-Jun Huang
278
1
0
26 Jul 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
396
10
0
26 Jul 2024
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for
  Multi-Label Image Classification
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification
Shuyi Ouyang
Hongyi Wang
Ziwei Niu
Zhenjia Bai
Shiao Xie
Yingying Xu
Ruofeng Tong
Yen-Wei Chen
Lanfen Lin
VLM
245
4
0
23 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
248
20
0
09 Jul 2024
Multi-label Class Incremental Emotion Decoding with Augmented Emotional
  Semantics Learning
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning
Kaicheng Fu
Changde Du
Xiaoyu Chen
Jie Peng
Huiguang He
CLL
351
0
0
31 May 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
300
0
0
24 May 2024
Scene Graph Generation Strategy with Co-occurrence Knowledge and
  Learnable Term Frequency
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency
H. Kim
Sangwon Kim
Dasom Ahn
Jong Taek Lee
ByoungChul Ko
348
7
0
21 May 2024
Improving Multi-label Recognition using Class Co-Occurrence
  Probabilities
Improving Multi-label Recognition using Class Co-Occurrence Probabilities
Samyak Rawlekar
Shubhang Bhatnagar
Vishnuvardhan Pogunulu Srinivasulu
Narendra Ahuja
VLM
352
6
0
24 Apr 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label
  Classification
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification
Shivvrat Arya
Yu Xiang
Vibhav Gogate
BDL
192
4
0
17 Apr 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
322
9
0
09 Apr 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning
Confidence Self-Calibration for Multi-Label Class-Incremental Learning
Kaile Du
Yifan Zhou
Fan Lyu
Yuyang Li
Chen Lu
Guangcan Liu
CLL
329
6
0
19 Mar 2024
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge
  Detection on Federated Learning
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning
Can Liu
Jin Wang
270
1
0
13 Mar 2024
PVLR: Prompt-driven Visual-Linguistic Representation Learning for
  Multi-Label Image Recognition
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition
Hao Tan
Zichang Tan
Jun Li
Jun Wan
Zhen Lei
VLM
213
3
0
31 Jan 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
299
3
0
30 Jan 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey
Deep Learning for Multi-Label Learning: A Comprehensive Survey
A. Tarekegn
M. Ullah
F. A. Cheikh
AI4TS
463
35
0
29 Jan 2024
Dual-View Data Hallucination with Semantic Relation Guidance for
  Few-Shot Image Recognition
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image RecognitionIEEE transactions on multimedia (IEEE TMM), 2024
Hefeng Wu
Guangzhi Ye
Ziyang Zhou
Ling Tian
Qing Wang
Liang Lin
226
6
0
13 Jan 2024
Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label
  Classification
Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification
Xueling Zhu
Jian Liu
Dongqi Tang
Jiawei Ge
Weijia Liu
Bo Liu
Jiuxin Cao
VLM
254
2
0
02 Jan 2024
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary
  Multi-Label Classification of CLIP Without Training
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training
Yuqi Lin
Minghao Chen
Kaipeng Zhang
Hengjia Li
Mingming Li
Zheng Yang
Dongqin Lv
Binbin Lin
Haifeng Liu
Deng Cai
CLIPVLM
266
36
0
20 Dec 2023
CARAT: Contrastive Feature Reconstruction and Aggregation for
  Multi-Modal Multi-Label Emotion Recognition
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2023
Cheng Peng
Ke Chen
Lidan Shou
Gang Chen
356
29
0
15 Dec 2023
Language-Guided Transformer for Federated Multi-Label Classification
Language-Guided Transformer for Federated Multi-Label ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2023
I-Jieh Liu
Ci-Siang Lin
Fu-En Yang
Yu-Chiang Frank Wang
369
14
0
12 Dec 2023
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
242
3
0
07 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable
  Graph Pooling Network
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling NetworkNeural Information Processing Systems (NeurIPS), 2023
Xiao Guo
Vishal Asnani
Sijia Liu
Xiaoming Liu
368
10
0
03 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
329
6
0
26 Nov 2023
Learning to recognize occluded and small objects with partial inputs
Learning to recognize occluded and small objects with partial inputsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
H. Zunair
A. Ben Hamza
279
3
0
27 Oct 2023
Heuristic Vision Pre-Training with Self-Supervised and Supervised
  Multi-Task Learning
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning
Zhiming Qian
VLMSSL
298
0
0
11 Oct 2023
Weakly Supervised Semantic Segmentation by Knowledge Graph InferenceEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Jia Zhang
Bo Peng
Xi Wu
339
7
0
25 Sep 2023
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge GraphNeural Information Processing Systems (NeurIPS), 2023
Xin Li
Dongze Lian
Zhihe Lu
Jiawang Bai
Zhibo Chen
Xinchao Wang
VLM
315
113
0
24 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition
Latent Space Energy-based Model for Fine-grained Open Set Recognition
Wentao Bao
Qi Yu
Yu Kong
BDL
420
3
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19 Sep 2023
AAN: Attributes-Aware Network for Temporal Action Detection
AAN: Attributes-Aware Network for Temporal Action DetectionBritish Machine Vision Conference (BMVC), 2023
Rui Dai
Srijan Das
Michael S. Ryoo
François Brémond
275
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GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for
  Multi-Label Image Recognition
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image RecognitionEuropean Conference on Computer Vision (ECCV), 2023
Ruijie Yao
Sheng Jin
Lumin Xu
Wang Zeng
Wentao Liu
Chao Qian
Ping Luo
Ji Wu
363
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28 Aug 2023
CheXFusion: Effective Fusion of Multi-View Features using Transformers
  for Long-Tailed Chest X-Ray Classification
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification
Dongkyu Kim
ViTMedIm
197
26
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08 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images
Multi-Label Self-Supervised Learning with Scene ImagesIEEE International Conference on Computer Vision (ICCV), 2023
Kevin Zhu
Minghao Fu
Jianxin Wu
SSL
205
21
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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
405
35
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123
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