General Multi-label Image Classification with Transformers

27 November 2020

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

50 / 104 papers shown

Title
Asymmetric Polynomial Loss For Multi-Label Classification Yusheng Huang Jiexing Qi Xinbing Wang Zhouhan Lin 69 9 0 10 Apr 2023
Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging Todd C. Hollon Cheng Jiang Asadur Chowdury Mustafa Nasir-Moin A. Kondepudi ... M. Snuderl S. Camelo-Piragua C. Freudiger Ho Hin Lee D. Orringer 97 94 0 23 Mar 2023
Star-Net: Improving Single Image Desnowing Model With More Efficient Connection and Diverse Feature Interaction Jia-ju Mao Yuan Chang Xuesong Yin Binling Nie 49 1 0 17 Mar 2023
Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening Min Cao Yang Bai Wenwen Qiang Ziqiang Cao Liqiang Nie Min Zhang 73 0 0 14 Mar 2023
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers Chengliang Liu Jie Wen Xiaoling Luo Yong-mei Xu 69 40 0 13 Mar 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 135 52 0 06 Mar 2023
Pushing One Pair of Labels Apart Each Time in Multi-Label Learning: From Single Positive to Full Labels Xiang Li Xinrui Wang Songcan Chen 61 0 0 28 Feb 2023
FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning Shih-Fang Chang Benny Wei-Yun Hsu Tien-Yu Chang Vincent S. Tseng 61 2 0 27 Feb 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Songlin Dong Haoyu Luo Yuhang He Xing Wei Yihong Gong KELM CLL 111 8 0 26 Feb 2023
Adjacent-Level Feature Cross-Fusion With 3-D CNN for Remote Sensing Image Change Detection Y. Ye Mengmeng Wang Liang Zhou Guangyang Lei Jianwei Fan Yao Qin 3DPC 44 40 0 10 Feb 2023
OPORP: One Permutation + One Random Projection Ping Li Xiaoyun Li 84 10 0 07 Feb 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 59 0 0 01 Feb 2023
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains Indel Pal Singh Enjie Ghorbel O. Oyedotun Djamila Aouada 86 8 0 11 Jan 2023
A New Perspective to Boost Vision Transformer for Medical Image Classification Yuexiang Li Yawen Huang Nanjun He Kai Ma Yefeng Zheng ViT MedIm 75 3 0 03 Jan 2023
Adversarial Example Defense via Perturbation Grading Strategy Shaowei Zhu Wanli Lyu Bin Li Z. Yin Bin Luo AAML 66 1 0 16 Dec 2022
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 91 3 0 02 Dec 2022
Mutual Guidance and Residual Integration for Image Enhancement Kun Zhou Kenkun Liu Wenbo Li Xiaoguang Han Jiangbo Lu 67 1 0 25 Nov 2022
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision Jiawei Zhan Jing Liu Wei Tang Guannan Jiang Xi-Zhao Wang ... Tianliang Zhang Wenlong Wu Wei Zhang Chengjie Wang Yuan Xie 90 6 0 23 Nov 2022
Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinement Aryan Mehboudi S. Singhal S. V. Sreenivasan 45 1 0 16 Nov 2022
Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image Generation Xintian Wu Hanbin Zhao Liangli Zheng Shouhong Ding Xi Li 65 15 0 28 Sep 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 79 10 0 14 Sep 2022
A patch-based architecture for multi-label classification from single label annotations Warren Jouanneau Aurélie Bugeau Marc Palyart Nicolas Papadakis Laurent Vézard 71 0 0 14 Sep 2022
Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification Xixi Wang Tianlin Li Bo Jiang Bin Luo 116 46 0 26 Aug 2022
Temporal Saliency Query Network for Efficient Video Recognition Boyang Xia Zhihao Wang Wenhao Wu Haoran Wang Jungong Han 100 16 0 21 Jul 2022
Label2Label: A Language Modeling Framework for Multi-Attribute Learning Wanhua Li Zhexuan Cao Jianjiang Feng Jie Zhou Jiwen Lu VLM 94 27 0 18 Jul 2022
Multi-Label Retinal Disease Classification using Transformers Manuel A. Rodríguez Hasan Al-Marzouqi P. Liatsis MedIm 43 53 0 05 Jul 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 147 50 0 05 Jul 2022
Cross-Modal Transformer GAN: A Brain Structure-Function Deep Fusing Framework for Alzheimer's Disease Ju-dong Pan Shuqiang Wang DiffM 107 11 0 20 Jun 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
Adversarial RAW: Image-Scaling Attack Against Imaging Pipeline Junjian Li Honglong Chen AAML 32 2 0 02 Jun 2022
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement Ning Xu Congyu Qiao Jiaqi Lv Xin Geng Min-Ling Zhang 58 35 0 01 Jun 2022
Multi-Task Learning with Multi-Query Transformer for Dense Prediction Yangyang Xu Xiangtai Li Haobo Yuan Yibo Yang Lefei Zhang ViT 150 49 0 28 May 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu Sheng Huang Fengtao Zhou Luwen Huangfu D. Zeng Bo Liu 71 13 0 23 May 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference Yang Liu Ersi Zhang Lulu Xu Chufan Xiao Xiao-Yu Zhong ... Ming Xu Yongbing Zhang Dongmei Yu C. Yan Peiwu Qin 46 23 0 06 May 2022
Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition Yunqing Hu Xuan Jin Yin Zhang Haiwen Hong Jingfeng Zhang Feihu Yan Yuan He Hui Xue ViT 31 1 0 22 Apr 2022
Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation Jin Yuan Feng Hou Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui SSL OOD 69 20 0 08 Apr 2022
Semantic Representation and Dependency Learning for Multi-Label Image Recognition Tao Pu Lixian Yuan Hefeng Wu Tianshui Chen Ling Tian Liang Lin VLM 59 15 0 08 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 90 32 0 07 Apr 2022
Integrative Few-Shot Learning for Classification and Segmentation Dahyun Kang Minsu Cho VLM 99 61 0 29 Mar 2022
Co-visual pattern augmented generative transformer learning for automobile geo-localization Jian-wen Zhao Qiang Zhai Pengbo Zhao Rui Huang Hong Cheng ViT 74 9 0 17 Mar 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 72 14 0 08 Mar 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 53 32 0 08 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 52 21 0 28 Feb 2022
Visual Transformers with Primal Object Queries for Multi-Label Image Classification V. O. Yazici Joost van de Weijer Longlong Yu ViT 41 1 0 10 Dec 2021
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention Kun Yan Chenbin Zhang Jun Hou Ping Wang Zied Bouraoui Shoaib Jameel Steven Schockaert 61 20 0 02 Dec 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 56 17 0 30 Nov 2021
Spatial-context-aware deep neural network for multi-class image classification Jialu Zhang Qian Zhang Jianfeng Ren Yitian Zhao Jiang-Dong Liu SSeg 47 8 0 24 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
Transformer-based Dual Relation Graph for Multi-label Image Recognition Jiawei Zhao Ke Yan Yifan Zhao Xiaowei Guo Feiyue Huang Jia Li ViT 91 87 0 10 Oct 2021
Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators Cosmin Octavian Pene Amirmasoud Ghiassi Taraneh Younesian Robert Birke Lydia Y. Chen 74 3 0 04 Aug 2021