Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification

20 February 2017

Wanli Ouyang

Papers citing "Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification"

50 / 53 papers shown

Title
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 36 0 0 25 Apr 2025
Cross-Modal Consistency Learning for Sign Language Recognition Kepeng Wu Zecheng Li Weichao Zhao Hezhen Hu Wengang Zhou SLR 47 0 0 16 Mar 2025
Image Classification with Deep Reinforcement Active Learning Mingyuan Jiu Xuguang Song H. Sahbi Shupan Li Yan Chen Wei Guo Lihua Guo Mingliang Xu VLM 29 0 0 31 Dec 2024
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 33 1 0 23 Jul 2024
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification Gexin Huang Chenfei Wu Mingjie Li Xiaojun Chang Ling-Hao Chen Ying Sun Shen Zhao Xiaodan Liang Liang Lin MedIm 37 0 0 05 Jun 2024
$How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance$ How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance Hongkang Li Shuai Zhang Yihua Zhang Meng Wang Sijia Liu Pin-Yu Chen 41 4 0 12 Mar 2024
SegNet: A Segmented Deep Learning based Convolutional Neural Network Approach for Drones Wildfire Detection Aditya V. Jonnalagadda Hashim A. Hashim 34 18 0 29 Feb 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 40 8 0 29 Jan 2024
Analysis and Detection against Network Attacks in the Overlapping Phenomenon of Behavior Attribute Jiang Xie Shuhao Li Yongzheng Zhang Peishuai Sun Hongbo Xu AAML 27 16 0 13 Sep 2023
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition Ruijie Yao Sheng Jin Lumin Xu Wang Zeng Wentao Liu Chao Qian Ping Luo Ji Wu 28 2 0 28 Aug 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 29 8 0 08 Jul 2023
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade Zefan Cai Xin Zheng Tianyu Liu Xu Wang H. Meng Jiaqi Han Gang Yuan Binghuai Lin Baobao Chang Yunbo Cao 26 4 0 24 May 2023
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 36 3 0 02 Dec 2022
Multi-Label Continual Learning using Augmented Graph Convolutional Network Kaile Du Fan Lyu Linyan Li Fuyuan Hu Wei Feng Fenglei Xu Xuefeng Xi Hanjing Cheng CLL 33 13 0 27 Nov 2022
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision Jiawei Zhan Xiaozhong Liu Wei Tang Guannan Jiang Xi-Zhao Wang ... Tianliang Zhang Wenlong Wu Wei Zhang Chengjie Wang Yuan Xie 33 6 0 23 Nov 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 75 49 0 05 Jul 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 36 119 0 20 Jun 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) A. Vaswani Gaurav Aggarwal Praneeth Netrapalli N. Hegde 22 4 0 17 Jun 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu Sheng Huang Fengtao Zhou Luwen Huangfu D. Zeng Bo Liu 22 13 0 23 May 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Zhongchao Shi Xin Geng Jianping Fan Yong Rui ViT 31 30 0 08 Mar 2022
Visual Transformers with Primal Object Queries for Multi-Label Image Classification V. O. Yazici Joost van de Weijer Longlong Yu ViT 21 1 0 10 Dec 2021
Spatial-context-aware deep neural network for multi-class image classification Jialu Zhang Qian Zhang Jianfeng Ren Yitian Zhao Jiang-Dong Liu SSeg 16 8 0 24 Nov 2021
Meta-Learning for Multi-Label Few-Shot Classification Christian Simon Piotr Koniusz Mehrtash Harandi 18 25 0 26 Oct 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 35 30 0 24 Aug 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 29 134 0 05 Aug 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 24 187 0 22 Jul 2021
Fine-Grained AutoAugmentation for Multi-Label Classification Y. Wang Hesen Chen Fangyi Zhang Yaohua Wang Xiuyu Sun Ming Lin Hao Li 26 2 0 12 Jul 2021
Pedestrian Attribute Recognition in Video Surveillance Scenarios Based on View-attribute Attention Localization Wei-Chen Chen Xin-Yi Yu Linlin Ou 30 15 0 11 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 100 33 0 03 Jun 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 18 60 0 19 Mar 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 24 7 0 03 Jan 2021
Deep Semantic Dictionary Learning for Multi-label Image Classification Feng Zhou Sheng Huang Yun Xing VLM 18 71 0 23 Dec 2020
The Emerging Trends of Multi-Label Learning Weiwei Liu Haobo Wang Xiaobo Shen Ivor W. Tsang 38 252 0 23 Nov 2020
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images Pablo Messina Pablo Pino Denis Parra Alvaro Soto Cecilia Besa S. Uribe Marcelo andía C. Tejos Claudia Prieto Daniel Capurro MedIm 36 62 0 20 Oct 2020
Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph Jingkang Yang Weirong Chen Xue Jiang Xiaopeng Yan Huabin Zheng Wayne Zhang NoLa 27 13 0 12 Oct 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 15 153 0 20 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 24 101 0 08 Sep 2020
Why Attentions May Not Be Interpretable? Bing Bai Jian Liang Guanhua Zhang Hao Li Kun Bai Fei-Yue Wang FAtt 20 56 0 10 Jun 2020
Towards Precise End-to-end Weakly Supervised Object Detection Network Ke Yang Dongsheng Li Y. Dou WSOD 24 128 0 27 Nov 2019
Learning Category Correlations for Multi-label Image Recognition with Graph Networks Qing Li Xiaojiang Peng Yu Qiao Qiang Peng 34 22 0 28 Sep 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 16 990 0 07 Apr 2019
Wasserstein Barycenter Model Ensembling Pierre L. Dognin Igor Melnyk Youssef Mroueh Jerret Ross Cicero Nogueira dos Santos Tom Sercu 27 24 0 13 Feb 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 21 13 0 18 Jan 2019
Low-Cost Transfer Learning of Face Tasks T. John Isha Dua V. Balasubramanian C. V. Jawahar CLIP CVBM VLM 13 0 0 09 Jan 2019
ELASTIC: Improving CNNs with Dynamic Scaling Policies Huiyu Wang Aniruddha Kembhavi Ali Farhadi Alan Yuille Mohammad Rastegari 122 57 0 13 Dec 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 23 392 0 28 Nov 2018
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks Qian Wang Ning Jia T. Breckon UQCV 6 10 0 20 Nov 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 23 106 0 09 Jul 2018
Crowd Counting using Deep Recurrent Spatial-Aware Network Lingbo Liu Hongjun Wang Guanbin Li Wanli Ouyang Liang Lin HAI 19 190 0 02 Jul 2018