Improving Pairwise Ranking for Multi-label Image Classification

11 April 2017

Papers citing "Improving Pairwise Ranking for Multi-label Image Classification"

32 / 32 papers shown

Title
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 63 25 0 28 May 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 42 8 0 29 Jan 2024
AudioFormer: Audio Transformer learns audio feature representations from discrete acoustic codes Zhaohui Li Haitao Wang Xinghua Jiang 42 1 0 14 Aug 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Z. Su Jiehua Zhang Tianpeng Liu Zhen Liu Shuanghui Zhang M. Pietikäinen Li Liu 32 2 0 13 Apr 2023
GaussianMLR: Learning Implicit Class Significance via Calibrated Multi-Label Ranking V. B. Yesilkaynak Emine Dari Alican Mertan Gözde B. Ünal 27 0 0 07 Mar 2023
Complementary to Multiple Labels: A Correlation-Aware Correction Approach Yi Gao Miao Xu Min-Ling Zhang 19 0 0 25 Feb 2023
A survey and taxonomy of loss functions in machine learning Lorenzo Ciampiconi A. Elwood Marco Leonardi A. Mohamed A. Rozza MU FaML 11 27 0 13 Jan 2023
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 38 13 0 27 Nov 2022
Rank-based Decomposable Losses in Machine Learning: A Survey Shu Hu Xin Wang Siwei Lyu 40 32 0 18 Jul 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 32 55 0 09 May 2022
GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction Kareem M. Metwaly Aerin Kim E. Branson V. Monga 43 7 0 07 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
Meta-Learning for Multi-Label Few-Shot Classification Christian Simon Piotr Koniusz Mehrtash Harandi 20 25 0 26 Oct 2021
Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification Jianzhe Lin Tianze Yu Z. J. Wang 24 10 0 06 Sep 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 40 30 0 24 Aug 2021
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 21 108 0 17 Jun 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 23 60 0 19 Mar 2021
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification Hichame Yessou Gencer Sumbul Begüm Demir 19 31 0 29 Sep 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 21 153 0 20 Sep 2020
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 24 287 0 20 Aug 2019
Deep Multi Label Classification in Affine Subspaces T. Kurmann Pablo Márquez-Neila Sebastian Wolf Raphael Sznitman 15 5 0 10 Jul 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 36 43 0 08 Jun 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 31 227 0 25 Apr 2019
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology Ke Yan Yifan Peng V. Sandfort M. Bagheri Zhiyong Lu Ronald M. Summers MedIm 27 68 0 09 Apr 2019
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems Ahmed Taha Yi-Ting Chen Teruhisa Misu Abhinav Shrivastava L. Davis 19 17 0 07 Feb 2019
Boosting Standard Classification Architectures Through a Ranking Regularizer Ahmed Taha Yi-Ting Chen Teruhisa Misu Abhinav Shrivastava L. Davis 12 17 0 24 Jan 2019
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems Ahmed Taha Yi-Ting Chen Xitong Yang Teruhisa Misu L. Davis UQCV 28 9 0 23 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
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks Qian Wang Ning Jia T. Breckon UQCV 14 10 0 20 Nov 2018
ML-Net: multi-label classification of biomedical texts with deep neural networks Jingcheng Du Qingyu Chen Yifan Peng Yang Xiang Cui Tao Zhiyong Lu 12 137 0 13 Nov 2018
Tagging like Humans: Diverse and Distinct Image Annotation Baoyuan Wu Weidong Chen Peng Sun Wen Liu Guohao Li Siwei Lyu VLM 36 47 0 31 Mar 2018
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 30 332 0 28 Oct 2017