General Multi-label Image Classification with Transformers

27 November 2020

Papers citing "General Multi-label Image Classification with Transformers"

50 / 104 papers shown

Title
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning Songlin Dong Yuhang He Zhengdong Zhou Haoyu Luo Xing Wei Alex C. Kot Yihong Gong CLL 113 2 0 01 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 56 1 0 31 Dec 2024
Towards Simple and Provable Parameter-Free Adaptive Gradient Methods Yuanzhe Tao Huizhuo Yuan Xun Zhou Yuan Cao Q. Gu ODL 66 0 0 27 Dec 2024
LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges Chin-Wei Huang Mu-Yi Shen Kuan-Chang Shih Shih-Chih Lin Chi-Yu Chen Po-Chih Kuo 76 0 0 16 Nov 2024
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation Chong Wang Fengbei Liu Yuanhong Chen Helen Frazer Gustavo Carneiro 118 2 0 07 Nov 2024
Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification Jiexuan Yan Sheng Huang Nankun Mu Luwen Huangfu Bo Liu VLM 58 0 0 15 Aug 2024
Multi-label Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning Xin Zuo Yu Sheng Jifeng Shen Yongwei Shan 45 0 0 01 Aug 2024
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 79 1 0 30 Jul 2024
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 73 0 0 26 Jul 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 64 1 0 23 Jul 2024
Dynamic Correlation Learning and Regularization for Multi-Label Confidence Calibration Tianshui Chen Weihang Wang Tao Pu Jinghui Qin Zhijing Yang Jie Liu Liang Lin 57 6 0 09 Jul 2024
A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends Xiang Li Jiexi Liu Xinrui Wang Songcan Chen AI4TS 93 0 0 10 Jun 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network Sizhe Zheng Pan Gao Peng Zhou Jie Qin 69 4 0 30 May 2024
What Makes Good Few-shot Examples for Vision-Language Models? Zhaojun Guo Jinghui Lu Xuejing Liu Rui Zhao ZhenXing Qian Fei Tan VLM 97 0 0 22 May 2024
ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal Zhuohao Li Guoyang Xie Guannan Jiang Zhichao Lu 106 3 0 29 Apr 2024
Out-of-distribution Detection in Medical Image Analysis: A survey Zesheng Hong Yubiao Yue Yubin Chen Lele Cong Huanjie Lin ... Jialong Xu Xiaoqi Yang Hechang Chen Zhenzhang Li Sihong Xie OOD 73 7 0 28 Apr 2024
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training Ming-Kun Xie Jia-Hao Xiao Pei Peng Gang Niu Masashi Sugiyama Sheng-Jun Huang 63 3 0 09 Apr 2024
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation Qi Bi Shaodi You Theo Gevers 87 1 0 29 Mar 2024
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment Angchi Xu Wei-Shi Zheng 83 5 0 28 Mar 2024
Predicting Species Occurrence Patterns from Partial Observations Hager Radi Abdelwahed Mélisande Teng David Rolnick 47 1 0 26 Mar 2024
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei VLM 71 0 0 31 Jan 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 130 11 0 29 Jan 2024
Language-Guided Transformer for Federated Multi-Label Classification I-Jieh Liu Ci-Siang Lin Fu-En Yang Yu-Chiang Frank Wang 119 4 0 12 Dec 2023
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise Hwanjun Song Minseok Kim Jae-Gil Lee 89 11 0 12 Dec 2023
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography Xiao Ma Zetian Zhang Zexuan Ji Kun Huang Na Su Songtao Yuan Qiang Chen 37 1 0 12 Dec 2023
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 202 14 0 04 Dec 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image Classification Lei Wang Yibing Zhan Leilei Ma Dapeng Tao Liang Ding Chen Gong 72 1 0 26 Nov 2023
Learning Scene Context Without Images Amirreza Rouhi David Han VLM 71 0 0 18 Nov 2023
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification Umar Marikkar Sara Atito Muhammad Awais Adam Mahdi MedIm ViT 76 8 0 13 Nov 2023
Learning to recognize occluded and small objects with partial inputs H. Zunair A. Ben Hamza 80 1 0 27 Oct 2023
Neural Collapse in Multi-label Learning with Pick-all-label Loss Pengyu Li Xiao Li Yutong Wang Qing Qu 67 9 0 24 Oct 2023
Heterogenous Memory Augmented Neural Networks Zihan Qiu Zhen Liu Shuicheng Yan Shanghang Zhang Jie Fu 57 0 0 17 Oct 2023
Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification Tianjun Ke Haoqun Cao Zenan Ling Feng Zhou UQCV 64 8 0 16 Oct 2023
An evaluation of pre-trained models for feature extraction in image classification Erick da Silva Puls M. V. Todescato J. Carbonera CLIP VLM 33 10 0 03 Oct 2023
Alzheimer's Disease Prediction via Brain Structural-Functional Deep Fusing Network Qiankun Zuo Ning Zhong Shuqiang Wang DiffM 87 24 0 28 Sep 2023
Multi-label affordance mapping from egocentric vision Lorenzo Mur-Labadia Jose J. Guerrero Ruben Martinez-Cantin EgoV 60 15 0 05 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 64 2 0 28 Aug 2023
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images R. Dibo Andrey V. Galichin P. Astashev Dmitry V. Dylov Oleg Y. Rogov 49 4 0 24 Aug 2023
Vision Transformer Adapters for Generalizable Multitask Learning Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann ViT 84 8 0 23 Aug 2023
Multi-Label Knowledge Distillation Penghui Yang Ming-Kun Xie Chen-Chen Zong Lei Feng Gang Niu Masashi Sugiyama Sheng-Jun Huang 82 10 0 12 Aug 2023
Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Lei Ma Dengdi Sun Lei Wang Hai Zhao Bin Luo VLM 82 6 0 19 Jul 2023
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification Miaoge Li Dongsheng Wang Xinyang Liu Zequn Zeng Ruiying Lu Bo Chen Mingyuan Zhou VLM OT 103 15 0 18 Jul 2023
Positive Label Is All You Need for Multi-Label Classification Zhixiang Yuan Kai Zhang Tao Huang NoLa 90 6 0 28 Jun 2023
Blockwise Feature Interaction in Recommendation Systems Weijie Zhao Ping Li 65 1 0 28 Jun 2023
Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections Ping Li Weijie Zhao Chao Wang Qi Xia Alice Wu Lijun Peng 49 2 0 13 Jun 2023
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers Junrui Xiao Zhikai Li Lianwei Yang Qingyi Gu MQ ViT 95 2 0 24 May 2023
CNN-based Dendrite Core Detection from Microscopic Images of Directionally Solidified Ni-base Alloys Xiaoguang Li 57 0 0 21 May 2023
Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning Ming-Kun Xie Jianxiong Xiao Hao-Zhe Liu Gang Niu Masashi Sugiyama Sheng-Jun Huang 99 21 0 04 May 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition Yanan Wu Songhe Feng Yang Wang 53 11 0 21 Apr 2023
PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition Xinwen Fan Yukang Zhang Yang Lu Hanzi Wang ViT 76 31 0 14 Apr 2023