Query2Label: A Simple Transformer Way to Multi-Label Classification

22 July 2021

Shilong Liu

Lei Zhang

Xiao Yang

Hang Su

Jun Zhu

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Papers citing "Query2Label: A Simple Transformer Way to Multi-Label Classification"

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Title
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 32 0 0 25 Apr 2025
Learning Object Focused Attention Vivek Trivedy A. Almalki Longin Jan Latecki 36 0 0 10 Apr 2025
Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport Hao Tan Zichang Tan Jun Yu Li A. Liu Jun Wan Zhen Lei VLM 49 0 0 19 Mar 2025
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 31 1 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 24 0 0 31 Dec 2024
Towards Simple and Provable Parameter-Free Adaptive Gradient Methods Yuanzhe Tao Huizhuo Yuan Xun Zhou Yuan Cao Q. Gu ODL 34 0 0 27 Dec 2024
Action Selection Learning for Multi-label Multi-view Action Recognition Trung Thanh Nguyen Yasutomo Kawanishi Takahiro Komamizu Ichiro Ide 31 2 0 04 Oct 2024
Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification Jiexuan Yan Sheng Huang Nankun Mu Luwen Huangfu Bo Liu VLM 25 0 0 15 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 32 1 0 30 Jul 2024
FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis Mikel Williams-Lekuona Georgina Cosma 46 0 0 29 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 33 1 0 23 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 33 4 0 10 Jul 2024
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representation Muhammad Ali Salman Khan VLM 36 15 0 21 Jun 2024
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning Kaicheng Fu Changde Du Xiaoyu Chen Jie Peng Huiguang He CLL 20 0 0 31 May 2024
Task-adaptive Q-Face Haomiao Sun Mingjie He Shiguang Shan Hu Han Xilin Chen CVBM 35 4 0 15 May 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 34 5 0 28 Apr 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate BDL 16 1 0 17 Apr 2024
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition Xi Chen Julien Cumin F. Ramparany Dominique Vaufreydaz 13 2 0 10 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 40 3 0 09 Apr 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 59 12 0 19 Mar 2024
ProPML: Probability Partial Multi-label Learning Lukasz Struski Adam Pardyl Jacek Tabor Bartosz Zieliñski 28 1 0 12 Mar 2024
Towards Zero-shot Human-Object Interaction Detection via Vision-Language Integration Weiying Xue Qi Liu Qiwei Xiong Yuxiao Wang Zhenao Wei Xiaofen Xing Xiangmin Xu VLM 31 2 0 12 Mar 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 32 2 0 04 Feb 2024
ControlCap: Controllable Region-level Captioning Yuzhong Zhao Yue Liu Zonghao Guo Weijia Wu Chen Gong Fang Wan QiXiang Ye 24 5 0 31 Jan 2024
PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition Hao Tan Zichang Tan Jun Li Jun Wan Zhen Lei VLM 25 0 0 31 Jan 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 40 8 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 29 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 44 7 0 12 Dec 2023
Text as Image: Learning Transferable Adapter for Multi-Label Classification Xueling Zhu Jiuxin Cao Jian Liu Dongqi Tang Furong Xu Weijia Liu Jiawei Ge Bo Liu Qingpei Guo Tianyi Zhang VLM 33 2 0 07 Dec 2023
AI-SAM: Automatic and Interactive Segment Anything Model Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang VLM 32 4 0 05 Dec 2023
Object Recognition as Next Token Prediction Kaiyu Yue Borchun Chen Jonas Geiping Hengduo Li Tom Goldstein Ser-Nam Lim 27 9 0 04 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 28 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 21 1 0 26 Nov 2023
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification Umar Marikkar Sara Atito Muhammad Awais Adam Mahdi MedIm ViT 35 8 0 13 Nov 2023
Learning to recognize occluded and small objects with partial inputs H. Zunair A. Ben Hamza 21 1 0 27 Oct 2023
Open-Set Image Tagging with Multi-Grained Text Supervision Xinyu Huang Yi-Jie Huang Youcai Zhang Weiwei Tian Rui Feng Yuejie Zhang Yanchun Xie Yaqian Li Lei Zhang VLM 25 28 0 23 Oct 2023
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning Zhiming Qian VLM SSL 14 0 0 11 Oct 2023
Multi-label affordance mapping from egocentric vision Lorenzo Mur-Labadia Jose J. Guerrero Ruben Martinez-Cantin EgoV 26 14 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 21 2 0 28 Aug 2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery Qiang Li Qiuyang Ma Weizhi Nie Anan Liu OffRL 28 0 0 26 Aug 2023
Multi-Label Knowledge Distillation Penghui Yang Ming-Kun Xie Chen-Chen Zong Lei Feng Gang Niu Masashi Sugiyama Sheng-Jun Huang 30 10 0 12 Aug 2023
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Dongkyu Kim ViT MedIm 21 11 0 08 Aug 2023
Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Lei Ma Dengdi Sun Lei Wang Hai Zhao Bin Luo VLM 34 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 22 15 0 18 Jul 2023
M3PT: A Multi-Modal Model for POI Tagging Jingsong Yang Guanzhou Han Deqing Yang Jingping Liu Yanghua Xiao Xiang Xu Baohua Wu Shenghua Ni 48 3 0 16 Jun 2023
Unlocking Insights into Business Trajectories with Transformer-based Spatio-temporal Data Analysis Muhammad Arslan C. Cruz 19 1 0 07 Jun 2023
Recognize Anything: A Strong Image Tagging Model Youcai Zhang Xinyu Huang Jinyu Ma Zhaoyang Li Zhaochuan Luo ... Tong Luo Yaqian Li Siyi Liu Yandong Guo Lei Zhang VLM 24 224 0 06 Jun 2023
Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance Weizhi Nie Chen Zhang Dan Song Lina Zhao Yunpeng Bai Keliang Xie Anan Liu 23 4 0 02 Jun 2023
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition Peng Xia Di Xu Ming Hu Lie Ju Zongyuan Ge VLM 16 10 0 08 May 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier SSL 79 6 0 05 May 2023