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
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 40 16 0 04 May 2023
A vector quantized masked autoencoder for speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier 29 20 0 21 Apr 2023
How you feelin'? Learning Emotions and Mental States in Movie Scenes D. Srivastava A. Singh Makarand Tapaswi 32 10 0 12 Apr 2023
Language-aware Multiple Datasets Detection Pretraining for DETRs Jing Hao Song Chen Xiaodi Wang Shumin Han ObjD 23 3 0 07 Apr 2023
Category Query Learning for Human-Object Interaction Classification Chi Xie Fangao Zeng Yue Hu Shuang Liang Yichen Wei VLM 26 20 0 24 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 53 2 0 15 Mar 2023
Tag2Text: Guiding Vision-Language Model via Image Tagging Xinyu Huang Youcai Zhang Jinyu Ma Weiwei Tian Rui Feng Yuejie Zhang Yaqian Li Yandong Guo Lei Zhang CLIP MLLM VLM 3DV 63 74 0 10 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 82 51 0 06 Mar 2023
Enhancing Classification with Hierarchical Scalable Query on Fusion Transformer S. K. Sahoo Sathish Chalasani Abhishek Joshi K. N. Iyer 27 2 0 28 Feb 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Songlin Dong Haoyu Luo Yuhang He Xing Wei Yihong Gong KELM CLL 32 7 0 26 Feb 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models Xinyue Shen Y. Qu Michael Backes Yang Zhang 24 32 0 20 Feb 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 11 0 0 01 Feb 2023
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection Libo Zhang Lutao Jiang Ruyi Ji Hengrui Fan 13 22 0 19 Nov 2022
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid Feng Wang Sarai Mizrachi Moran Beladev Guy Nadav Gil Amsalem Karen Lastmann Assaraf Hadas Harush Boker VLM 22 13 0 02 Nov 2022
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity Kaicheng Fu Changde Du Shengpei Wang Huiguang He 14 5 0 26 Oct 2022
Food Ingredients Recognition through Multi-label Learning Rameez Ismail Zhaorui Yuan 30 0 0 24 Oct 2022
Rethinking the Learning Paradigm for Facial Expression Recognition Weijie Wang N. Sebe Bruno Lepri 36 2 0 30 Sep 2022
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks Zhiyang Chen Yousong Zhu Zhaowen Li Fan Yang Wei Li ... Chaoyang Zhao Liwei Wu Rui Zhao Jinqiao Wang Ming Tang VLM VOS 70 15 0 28 Sep 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 26 9 0 14 Sep 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 30 8 0 30 Aug 2022
Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification Xixi Wang Tianlin Li Bo Jiang Bin Luo 32 42 0 26 Aug 2022
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features Shichao Xu Yikang Li Jenhao Hsiao C. Ho Zhuang Qi 14 7 0 19 Aug 2022
Temporal Saliency Query Network for Efficient Video Recognition Boyang Xia Zhihao Wang Wenhao Wu Haoran Wang Jungong Han 48 15 0 21 Jul 2022
Label2Label: A Language Modeling Framework for Multi-Attribute Learning Wanhua Li Zhexuan Cao Jianjiang Feng Jie Zhou Jiwen Lu VLM 25 25 0 18 Jul 2022
IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-training Xinyu Huang Youcai Zhang Ying Cheng Weiwei Tian Ruiwei Zhao Rui Feng Yuejie Zhang Yaqian Li Yandong Guo Xuanyang Zhang VLM 21 14 0 12 Jul 2022
A Deep Model for Partial Multi-Label Image Classification with Curriculum Based Disambiguation Feng Sun Ming-Kun Xie Sheng-Jun Huang 13 6 0 06 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 75 49 0 05 Jul 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu Sheng Huang Fengtao Zhou Luwen Huangfu D. Zeng Bo Liu 17 13 0 23 May 2022
Diverse Imagenet Models Transfer Better Niv Nayman A. Golbert Asaf Noy Tan Ping Lihi Zelnik-Manor 27 0 0 19 Apr 2022
Acknowledging the Unknown for Multi-label Learning with Single Positive Labels Donghao Zhou Pengfei Chen Qiong Wang Guangyong Chen Pheng-Ann Heng 17 28 0 30 Mar 2022
Multi-label Transformer for Action Unit Detection Gauthier Tallec Edouard Yvinec Arnaud Dapogny Kévin Bailly ViT 25 15 0 23 Mar 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 22 13 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 28 30 0 08 Mar 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 24 637 0 20 Feb 2022
Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lin Liang Zhe Gan Lijuan Wang Yezhou Yang Zicheng Liu ViT VLM 21 86 0 09 Dec 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 17 17 0 30 Nov 2021
ML-Decoder: Scalable and Versatile Classification Head T. Ridnik Gilad Sharir Avi Ben-Cohen Emanuel Ben-Baruch Asaf Noy VLM 30 102 0 25 Nov 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 19 1,636 0 15 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 32 38 0 21 Oct 2021
Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification Jianzhe Lin Tianze Yu Z. J. Wang 16 10 0 06 Sep 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 32 30 0 24 Aug 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 181 687 0 22 Apr 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 979 0 27 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 208 1,019 0 26 Mar 2018