Search results for "label"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Xiangxiang Gao, Wei Zhu, Jiasheng Gao, Congrui Yin	F-PABEE: Flexible-Patience-Based Early Exiting For Single-Label and Multi-Label Text Classification Tasks.	ICASSP	2023	DBLP DOI BibTeX RDF
14	Shinnosuke Matsuo, Ryoma Bise, Seiichi Uchida, Daiki Suehiro	Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization.	ICASSP	2023	DBLP DOI BibTeX RDF
14	Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan	Leveraging Label Correlations in a Multi-Label Setting: a Case Study in Emotion.	ICASSP	2023	DBLP DOI BibTeX RDF
14	Xian Zhong, Shuaipeng Su, Wenxuan Liu, Xuemei Jia, Wenxin Huang, Mengdie Wang	Neighborhood Information-Based Label Refinement for Person Re-Identification with Label Noise.	ICASSP	2023	DBLP DOI BibTeX RDF
14	Kefan Ma, Zheng Huang, Xinrui Deng, Jie Guo 0011, Weidong Qiu	LED: Label Correlation Enhanced Decoder for Multi-Label Text Classification.	ICASSP	2023	DBLP DOI BibTeX RDF
14	Danqing Hu, Bing Liu, Xiang Li, Hui Chen, Rui Guo, Lechao Cheng, Xudong Lu, Nan Wu	A Hierarchy-driven Multi-label Network with Label Constraints for Post-operative Complication Prediction of Lung Cancer.	EMBC	2023	DBLP DOI BibTeX RDF
14	Wenmin Deng, Jing Zhang, Peng Zhang, Yitong Yao, Hui Gao, Yurui Zhang	Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification.	ACML	2023	DBLP BibTeX RDF
14	Chengliang Liu 0003, Jie Wen 0001, Xiaoling Luo, Yong Xu 0001	Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers.	AAAI	2023	DBLP DOI BibTeX RDF
14	Ruo-Jing Dong, Jun-Yi Hang, Tong Wei 0001, Min-Ling Zhang	Can Label-Specific Features Help Partial-Label Learning?	AAAI	2023	DBLP DOI BibTeX RDF
14	Pengyu Xu, Lin Xiao, Bing Liu, Sijin Lu, Liping Jing, Jian Yu	Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification.	AAAI	2023	DBLP DOI BibTeX RDF
14	Jidapa Thadajarassiri, Thomas Hartvigsen, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner	Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer.	AAAI	2023	DBLP DOI BibTeX RDF
14	Yangdi Lu, Zhiwei Xu, Wenbo He	Rethinking Label Refurbishment: Model Robustness under Label Noise.	AAAI	2023	DBLP DOI BibTeX RDF
14	Yu-Ping Ruan, Taihao Li	Capsule Network with Label Dependency Modeling for Multi-Label Emotion Classification.	ECAI	2023	DBLP DOI BibTeX RDF
14	Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu, Likun Lei	Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions.	EACL (Findings)	2023	DBLP DOI BibTeX RDF
14	Taehee Jung, Joo-Kyung Kim, Sungjin Lee, Dongyeop Kang	Cluster-Guided Label Generation in Extreme Multi-Label Classification.	EACL	2023	DBLP DOI BibTeX RDF
14	Payel Sadhukhan, Arjun Pakrashi, Sarbani Palit, Brian Mac Namee	Integrating Unsupervised Clustering and Label-Specific Oversampling to Tackle Imbalanced Multi-Label Data.	ICAART (2)	2023	DBLP DOI BibTeX RDF
14	Qinghai Zheng, Jihua Zhu, Haoyu Tang	Label Information Bottleneck for Label Enhancement.	CVPR	2023	DBLP DOI BibTeX RDF
14	Helen Schneider, Priya Priya, David Biesner, Rebecca Kador, Yannik C. Layer, Maike Theis, Sebastian Nowak 0003, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa	Is one label all you need? Single positive multi-label training in medical image analysis.	IEEE Big Data	2023	DBLP DOI BibTeX RDF
14	Wang Zhang, Xin Wang, Yuhong Wu, Xingpeng Zhang, Huayi Zhan	Enhancing Representation Learning with Label Association for Multi-Label Text Classification.	IEEE Big Data	2023	DBLP DOI BibTeX RDF
14	Tao Peng, Yulin Xue, Jun Li 0033, Jianhua Xu	A Novel Label Selection Algorithm Based on Principal Component Analysis and Sparse Approximation Solution for Multi-label Classification.	ICTAI	2023	DBLP DOI BibTeX RDF
14	Xianran Sun, Jing Chai	Label Confidence Based Ensemble Partial Label Learning.	CCIS	2023	DBLP DOI BibTeX RDF
14	Yuan Cao 0005, Xinzheng Shang, Junwei Liu, Chengzhi Qian, Sheng Chen	Deep Hash Learning of Feature-Invariant Representation for Single-Label and Multi-label Retrieval.	ICA3PP (1)	2023	DBLP DOI BibTeX RDF
14	Rumeng Li, Xun Wang, Hong Yu	Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
14	Yuheng Jia, Fuchao Yang, Yongqiang Dong	Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage.	NeurIPS	2023	DBLP BibTeX RDF
14	Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao 0001	ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning.	NeurIPS	2023	DBLP BibTeX RDF
14	Qingxia Jiang, Peipei Li, Yuhong Zhang, Xuegang Hu	Global and Adaptive Local Label Correlation for Multi-label Learning with Missing Labels.	IJCNN	2023	DBLP DOI BibTeX RDF
14	Zan Zhang, Depeng Zhang, Gongqing Wu	Multi-Label classification with Missing Labels by Preserving Feature-Label Space Consistency.	ICKG	2023	DBLP DOI BibTeX RDF
14	Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman	Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations.	WACV	2023	DBLP DOI BibTeX RDF
14	Hailun Lian, Cheng Lu 0005, Sunan Li, Yan Zhao, Chuangao Tang, Yuan Zong, Wenming Zheng	Label Distribution Adaptation for Multimodal Emotion Recognition with Multi-label Learning.	MRAC@MM	2023	DBLP DOI BibTeX RDF
14	Shuwei Qian, Ming Guo, Zhicheng Fan, Mingcai Chen, Chongjun Wang	LAMB: Label-Induced Mixed-Level Blending for Multimodal Multi-label Emotion Detection.	CollaborateCom (2)	2023	DBLP DOI BibTeX RDF
14	Keigo Fujii, Akira Iwasaki	Multi-Label Classification with Single Positive Label for Remote Sensing Image.	IGARSS	2023	DBLP DOI BibTeX RDF
14	Yan Yan 0025, Yuhong Guo	Mutual Partial Label Learning with Competitive Label Noise.	ICLR	2023	DBLP BibTeX RDF
14	Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen	That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation.	ICLR	2023	DBLP BibTeX RDF
14	Julio Arroyo, Pietro Perona, Elijah Cole	Understanding Label Bias in Single Positive Multi-Label Learning.	Tiny Papers @ ICLR	2023	DBLP BibTeX RDF
14	Biao Liu, Ning Xu 0009, Jiaqi Lv, Xin Geng 0001	Revisiting Pseudo-Label for Single-Positive Multi-Label Learning.	ICML	2023	DBLP BibTeX RDF
14	Junxiang Mao, Wei Wang, Min-Ling Zhang	Label Specific Multi-Semantics Metric Learning for Multi-Label Classification: Global Consideration Helps.	IJCAI	2023	DBLP DOI BibTeX RDF
14	Kai Zhang, Wei Liang, Peng Cao 0001, Jinzhu Yang, Weiping Li, Osmar R. Zaïane	Label Correlation Guided Feature Selection for Multi-label Learning.	ADMA (4)	2023	DBLP DOI BibTeX RDF
14	Haytame Fallah, Emmanuel Bruno, Patrice Bellot, Elisabeth Murisasco	Exploiting Label Dependencies for Multi-Label Document Classification Using Transformers.	DocEng	2023	DBLP DOI BibTeX RDF
14	Ruihan Wu, Jin Peng Zhou, Kilian Q. Weinberger, Chuan Guo	Does Label Differential Privacy Prevent Label Inference Attacks?	AISTATS	2023	DBLP BibTeX RDF
14	Chenchen Zhou, Hongbo Cao, Yingying Zhao, Sicong Zhao, Yongqi Sun	Label Inference Attack Based on Soft Label Towards Two-Party Split Learning.	PAAP	2023	DBLP DOI BibTeX RDF
14	Yuchen Pan, Yulin Xue, Jun Li, Jianhua Xu	Label Selection Algorithm Based on Ant Colony Optimization and Reinforcement Learning for Multi-label Classification.	ICONIP (5)	2023	DBLP DOI BibTeX RDF
14	Tharindu Cyril Weerasooriya, Alexander Ororbia, Raj Bhensadadia, Ashiqur R. KhudaBukhsh, Christopher Homan	Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
14	Xiaozhen Fu, Deyu Li, Yanhui Zhai	Multi-label learning with kernel local label information.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
14	Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen 0001	LA-HCN: Label-based Attention for Hierarchical Multi-label Text Classification Neural Network.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
14	Lucas Henrique Sousa Mello, Flávio Miguel Varejão, Alexandre Loureiros Rodrigues	A Worst Case Analysis of Calibrated Label Ranking Multi-label Classification Method.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
14	Peng Li 0052, Peng Chen 0031, Dezheng Zhang	Cross-Modal Feature Representation Learning and Label Graph Mining in a Residual Multi-Attentional CNN-LSTM Network for Multi-Label Aerial Scene Classification.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
14	Yilin Wu, Jinghua Liu, Xiehua Yu, Yaojin Lin, Shaozi Li	Neighborhood rough set based multi-label feature selection with label correlation.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
14	Yaojin Lin, Qinghua Hu, Jinghua Liu, Xingquan Zhu 0001, Xindong Wu 0001	MULFE: Multi-Label Learning via Label-Specific Feature Space Ensemble.	ACM Trans. Knowl. Discov. Data	2022	DBLP DOI BibTeX RDF
14	Huawei Wang 0001, Yiwei Liu, Peng Yin 0005, Hua Zhang 0001, Xin Xu, Qiaoyan Wen	Label specificity attack: Change your label as I want.	Int. J. Intell. Syst.	2022	DBLP DOI BibTeX RDF
14	Guangyi Lin, Zi-Yang Xiao, Jia-Tong Liu, Beizhan Wang, KunHong Liu 0001, Qingqiang Wu 0001	Feature space and label space selection based on Error-correcting output codes for partial label learning.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Wenbin Qian, Yinsong Xiong, Jun Yang, Wenhao Shu	Feature selection for label distribution learning via feature similarity and label correlation.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Sanjay Kumar, Reshma Rastogi	Low rank label subspace transformation for multi-label learning with missing labels.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Moxian Song, Hongyan Li 0002, Chenxi Sun, Derun Cai, Shenda Hong	Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Yonghao Li, Liang Hu 0001, Wanfu Gao	Label correlations variation for robust multi-label feature selection.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Bin Huang, Yaohai Lin, Chaoyang Xu	Contrastive label correction for noisy label learning.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Mingjing Han, Han Zhang 0017	Multiple kernel learning for label relation and class imbalance in multi-label learning.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Junlong Li, Pei-Pei Li 0001, Xuegang Hu, Kui Yu	Learning common and label-specific features for multi-Label classification with correlation information.	Pattern Recognit.	2022	DBLP DOI BibTeX RDF
14	Bin Liu 0058, Konstantinos Blekas, Grigorios Tsoumakas	Multi-label sampling based on local label imbalance.	Pattern Recognit.	2022	DBLP DOI BibTeX RDF
14	Xin Huang, Boli Chen, Lin Xiao, Jian Yu, Liping Jing	Label-Aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification.	Neural Process. Lett.	2022	DBLP DOI BibTeX RDF
14	Xuewei Li 0006, Hongjun Wu 0002, Mengzhu Li, Hongzhe Liu	Multi-label video classification via coupling attentional multiple instance learning with label relation graph.	Pattern Recognit. Lett.	2022	DBLP DOI BibTeX RDF
14	Yanzhao Xie, Yangtao Wang, Yu Liu 0040, Ke Zhou 0001	Label graph learning for multi-label image recognition with cross-modal fusion.	Multim. Tools Appl.	2022	DBLP DOI BibTeX RDF
14	Baisong Liu, Xiaoling Liu, Hao Ren, Jiangbo Qian, YangYang Wang	Text multi-label learning method based on label-aware attention and semantic dependency.	Multim. Tools Appl.	2022	DBLP DOI BibTeX RDF
14	Danielle Caled, Mário J. Silva, Bruno Martins 0001, Miguel Won	Multi-label classification of legislative contents with hierarchical label attention networks.	Int. J. Digit. Libr.	2022	DBLP DOI BibTeX RDF
14	Tom Burgert, Mahdyar Ravanbakhsh, Begüm Demir	On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
14	Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Witold Pedrycz	Selective label enhancement for multi-label classification based on three-way decisions.	Int. J. Approx. Reason.	2022	DBLP DOI BibTeX RDF
14	Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán	Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification.	Int. J. Approx. Reason.	2022	DBLP DOI BibTeX RDF
14	Yonghao Li, Juncheng Hu, Wanfu Gao	Robust multi-label feature selection with shared label enhancement.	Knowl. Inf. Syst.	2022	DBLP DOI BibTeX RDF
14	Shaoyuan Li, Ye Shi, Sheng-Jun Huang, Songcan Chen	Improving deep label noise learning with dual active label correction.	Mach. Learn.	2022	DBLP DOI BibTeX RDF
14	Siyang Zhang, Siyu Yu, Xinhua E, Ru Huo, Ziheng Sui	Label Propagation Algorithm Joint Multilayer Neighborhood Overlap and Historic Label Similarity for Community Detection.	IEEE Syst. J.	2022	DBLP DOI BibTeX RDF
14	Reshma Rastogi, Sayed Mortaza	Imbalance multi-label data learning with label specific features.	Neurocomputing	2022	DBLP DOI BibTeX RDF
14	Yilu Chen, Changzhong Zou, Jianli Chen	Label-aware graph representation learning for multi-label image classification.	Neurocomputing	2022	DBLP DOI BibTeX RDF
14	Yong Dai, Weiwei Song, Yi Li, Luigi Di Stefano	Feature disentangling and reciprocal learning with label-guided similarity for multi-label image retrieval.	Neurocomputing	2022	DBLP DOI BibTeX RDF
14	Ruiqi Guo, Yong Peng 0001, Wanzeng Kong, Fan Li	A semi-supervised label distribution learning model with label correlations and data manifold exploration.	J. King Saud Univ. Comput. Inf. Sci.	2022	DBLP DOI BibTeX RDF
14	Yi Zhang 0073, Zhecheng Zhang, Mingyuan Chen, Hengyang Lu, Lei Zhang 0086, Chongjun Wang	LAMB: A novel algorithm of label collaboration based multi-label learning.	Intell. Data Anal.	2022	DBLP DOI BibTeX RDF
14	Chao Tan, Sheng Chen 0001, Genlin Ji, Xin Geng 0001	A Novel Probabilistic Label Enhancement Algorithm for Multi-Label Distribution Learning.	IEEE Trans. Knowl. Data Eng.	2022	DBLP DOI BibTeX RDF
14	Xiaobo Shen 0001, Guohua Dong, Yuhui Zheng, Long Lan, Ivor W. Tsang, Quan-Sen Sun	Deep Co-Image-Label Hashing for Multi-Label Image Retrieval.	IEEE Trans. Multim.	2022	DBLP DOI BibTeX RDF
14	Lijuan Sun, Songhe Feng, Jun Liu 0036, Gengyu Lyu, Congyan Lang	Global-Local Label Correlation for Partial Multi-Label Learning.	IEEE Trans. Multim.	2022	DBLP DOI BibTeX RDF
14	Zeren Sun, Huafeng Liu 0004, Qiong Wang 0003, Tianfei Zhou, Qi Wu 0001, Zhenmin Tang	Co-LDL: A Co-Training-Based Label Distribution Learning Method for Tackling Label Noise.	IEEE Trans. Multim.	2022	DBLP DOI BibTeX RDF
14	Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan	Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion.	CoRR	2022	DBLP DOI BibTeX RDF
14	Haobo Wang, Mingxuan Xia, Yixuan Li 0001, Yuren Mao, Lei Feng 0006, Gang Chen 0001, Junbo Zhao	SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.	CoRR	2022	DBLP DOI BibTeX RDF
14	Jongwoo Ko, Bongsoo Yi, Se-Young Yun	ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise.	CoRR	2022	DBLP DOI BibTeX RDF
14	Jun Zhuang, Mohammad Al Hasan	Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation.	CoRR	2022	DBLP DOI BibTeX RDF
14	Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman	Pseudo Label Is Better Than Human Label.	CoRR	2022	DBLP DOI BibTeX RDF
14	Haobo Wang, Ruixuan Xiao, Yixuan Li 0001, Lei Feng 0006, Gang Niu 0001, Gang Chen 0001, Junbo Zhao	PiCO: Contrastive Label Disambiguation for Partial Label Learning.	CoRR	2022	DBLP BibTeX RDF
14	Haodi He, Yuhui Yuan, Xiangyu Yue, Han Hu 0001	MLSeg: Image and Video Segmentation as Multi-Label Classification and Selected-Label Pixel Classification.	CoRR	2022	DBLP DOI BibTeX RDF
14	Ilias Chalkidis, Anders Søgaard	Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting.	CoRR	2022	DBLP DOI BibTeX RDF
14	Warren Jouanneau, Aurélie Bugeau, Marc Palyart, Nicolas Papadakis, Laurent Vézard	A patch-based architecture for multi-label classification from single label annotations.	CoRR	2022	DBLP DOI BibTeX RDF
14	Rabab Abdelfattah, Xin Zhang, Zhenyao Wu, Xinyi Wu, Xiaofeng Wang, Song Wang 0002	PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification.	CoRR	2022	DBLP DOI BibTeX RDF
14	Apoorva Jaiswal, Abhishek Mitra	Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching.	CoRR	2022	DBLP DOI BibTeX RDF
14	Bowen Xing, Ivor W. Tsang	Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling.	CoRR	2022	DBLP DOI BibTeX RDF
14	Ruihan Wu, Jin Peng Zhou, Kilian Q. Weinberger, Chuan Guo	Does Label Differential Privacy Prevent Label Inference Attacks?	CoRR	2022	DBLP BibTeX RDF
14	Jianxin Zhang, Yutong Wang, Clayton Scott	Learning from Label Proportions by Learning with Label Noise.	CoRR	2022	DBLP DOI BibTeX RDF
14	Chongjie Si, Yuheng Jia, Ran Wang 0001, Min-Ling Zhang, Yanghe Feng, Chongxiao Qu	Multi-label Classification with High-rank and High-order Label Correlations.	CoRR	2022	DBLP DOI BibTeX RDF
14	Han Liu 0008, Feng Zhang, Xiaotong Zhang 0003, Siyang Zhao, Junjie Sun, Hong Yu 0005, Xianchao Zhang 0001	Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection.	CoRR	2022	DBLP DOI BibTeX RDF
14	Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu, Likun Lei	Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions.	CoRR	2022	DBLP DOI BibTeX RDF
14	Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai	Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection.	CoRR	2022	DBLP DOI BibTeX RDF
14	Jian Jia, Fei He, Naiyu Gao, Xiaotang Chen, Kaiqi Huang	Learning Disentangled Label Representations for Multi-label Classification.	CoRR	2022	DBLP DOI BibTeX RDF
14	Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim 0002	Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning.	CoRR	2022	DBLP DOI BibTeX RDF
14	Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman	Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations.	CoRR	2022	DBLP DOI BibTeX RDF
14	Qimeng Guo, Zhuoran Zheng, Xiuyi Jia, Liancheng Xu	Label distribution learning via label correlation grid.	CoRR	2022	DBLP DOI BibTeX RDF