Meta-Learning for Multi-Label Few-Shot Classification

Meta-Learning for Multi-Label Few-Shot Classification

26 October 2021

Christian Simon

Mehrtash Harandi

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Papers citing "Meta-Learning for Multi-Label Few-Shot Classification"

18 / 18 papers shown

Title
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation Dustin Carrión-Ojeda Stefan Roth Simone Schaub-Meyer 55 0 0 31 Jul 2025
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning Chun-Mei Feng Kai-An Yu Xinxing Xu Salman Khan Rick Siow Mong Goh Wangmeng Zuo Yong Liu VLM 194 0 0 12 Jun 2025
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 257 5 0 17 Sep 2024
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt Xiangyu Wu Qingjun Jiang Yang Yang Yifeng Wu Qingguo Chen Jianfeng Lu VLM VPVLM 120 11 0 11 May 2024
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning Shuo Yang Zirui Shang Yongqi Wang Derong Deng Hongwei Chen Qiyuan Cheng Xinxiao Wu VLM 106 9 0 02 Mar 2024
Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks Christian Simon Sen He Juan-Manuel Perez-Rua Mengmeng Xu Amine Benhalloum Tao Xiang 129 2 0 24 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 94 2 0 07 Dec 2023
Task-Distributionally Robust Data-Free Meta-Learning Zixuan Hu Li Shen Zhenyi Wang Yongxian Wei Baoyuan Wu Chun Yuan Dacheng Tao OOD 100 1 0 23 Nov 2023
Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Aroof Aimen Arsh Verma Makarand Tapaswi N. C. Krishnan 119 1 0 08 Sep 2023
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction Jiaying Gong Wei-Te Chen Hoda Eldardiry VLM 106 8 0 16 Aug 2023
Exploiting Field Dependencies for Learning on Categorical Data Zhibin Li Piotr Koniusz Lu Zhang D. Pagendam Peyman Moghadam 75 5 0 18 Jul 2023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning Zixuan Hu Li Shen Zhenyi Wang Baoyuan Wu Chun Yuan Dacheng Tao 219 11 0 28 May 2023
Transductive Few-shot Learning with Prototype-based Label Propagation by Iterative Graph Refinement Hao Zhu Piotr Koniusz 167 46 0 23 Apr 2023
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning Zixuan Hu Li Shen Zhenyi Wang Tongliang Liu Chun Yuan Dacheng Tao 172 6 0 20 Mar 2023
Texts as Images in Prompt Tuning for Multi-Label Image Recognition Zixian Guo Bowen Dong Zhilong Ji Jinfeng Bai Yiwen Guo W. Zuo VLM VPVLM 150 71 0 23 Nov 2022
Few-shot Keypoint Detection with Uncertainty Learning for Unseen Species Changsheng Lu Piotr Koniusz 148 42 0 12 Dec 2021
Contextualizing Meta-Learning via Learning to Decompose Han-Jia Ye Da-Wei Zhou Lanqing Hong Zhenguo Li Xiu-Shen Wei De-Chuan Zhan 117 8 0 15 Jun 2021
Match Them Up: Visually Explainable Few-shot Image Classification Bowen Wang Liangzhi Li Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara FAtt 97 29 0 25 Nov 2020