Improving Multi-label Learning with Missing Labels by Structured
Semantic Correlations

Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations

4 August 2016

Jianfei Cai

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Papers citing "Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations"

19 / 19 papers shown

Title
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream Classification Sepehr Bakhshi Fazli Can 34 7 0 01 Oct 2023
Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels Tao Pu Q. Lao Hefeng Wu Tianshui Chen Liang Lin 75 2 0 15 Nov 2022
An Effective Approach for Multi-label Classification with Missing Labels Xin Zhang R. Abdelfattah Yuqi Song Xiang Wang 45 4 0 24 Oct 2022
PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification R. Abdelfattah Xin Zhang Zhenyao Wu Xinyi Wu Xiang Wang Song Wang VLM 61 6 0 22 Aug 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification Youngwook Kim Jae Myung Kim Zeynep Akata Jungwook Lee NoLa 79 47 0 08 Jun 2022
Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation A. Goel Basura Fernando Frank Keller Hakan Bilen 108 33 0 26 Nov 2021
Multi-label Classification with Partial Annotations using Class-aware Selective Loss Emanuel Ben-Baruch T. Ridnik Itamar Friedman Avi Ben-Cohen Nadav Zamir Asaf Noy Lihi Zelnik-Manor 73 39 0 21 Oct 2021
Multi-Label Image Classification with Contrastive Learning Son D.Dao Ethan Zhao D.Q. Phung Jianfei Cai SSL 61 26 0 24 Jul 2021
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 50 113 0 17 Jun 2021
Tensor Composition Net for Visual Relationship Prediction Yuting Qiang Yongxin Yang Xueting Zhang Yanwen Guo Timothy M. Hospedales ViT CoGe 54 2 0 10 Dec 2020
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 102 270 0 23 Nov 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 89 79 0 06 Jun 2020
Expand Globally, Shrink Locally: Discriminant Multi-label Learning with Missing Labels Zhongchen Ma Songcan Chen 30 58 0 08 Apr 2020
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 101 233 0 26 Feb 2019
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection Yongcheng Liu Lu Sheng Jing Shao Junjie Yan Shiming Xiang Chunhong Pan WSOD VLM 108 116 0 16 Sep 2018
Multi-Label Zero-Shot Learning with Transfer-Aware Label Embedding Projection Meng Ye Yuhong Guo 134 8 0 07 Aug 2018
MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information Hao Yang Qiufeng Wang Jianfei Cai Yew-Soon Ong 90 61 0 28 Feb 2017
Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs Limin Wang Sheng Guo Weilin Huang Yuanjun Xiong Yu Qiao 111 144 0 04 Oct 2016
From Facial Expression Recognition to Interpersonal Relation Prediction Zhanpeng Zhang Ping Luo Chen Change Loy Xiaoou Tang CVBM 66 272 0 21 Sep 2016