Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations

12 September 2024

Narendra Ahuja

Papers citing "Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations"

36 / 36 papers shown

Title
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 104 6 0 24 Apr 2024
Piecewise-Linear Manifolds for Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 110 4 0 22 Mar 2024
Vision-by-Language for Training-Free Compositional Image Retrieval Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata CoGe 92 61 0 13 Oct 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 81 24 0 03 Aug 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing Guo Xiaoguang Li Xiang Wang Song Wang VLM 75 32 0 31 Jul 2023
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels Zixuan Ding Ao Wang Hui Chen Qiaosheng Zhang Pengzhang Liu Yongjun Bao Weipeng P. Yan Jungong Han 60 28 0 23 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 100 60 0 23 Nov 2022
Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification Renrui Zhang Zhang Wei Rongyao Fang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 125 317 0 19 Jul 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 98 125 0 20 Jun 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Liang Lin 103 41 0 04 Mar 2022
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Mengde Xu Zheng Zhang Fangyun Wei Yutong Lin Yue Cao Han Hu Xiang Bai VLM 129 226 0 29 Dec 2021
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels Tianshui Chen Tao Pu Hefeng Wu Yuan Xie Liang Lin 77 59 0 21 Dec 2021
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs Christoph Schuhmann Richard Vencu Romain Beaumont R. Kaczmarczyk Clayton Mullis Aarush Katta Theo Coombes J. Jitsev Aran Komatsuzaki VLM MLLM CLIP 243 1,444 0 03 Nov 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 324 1,050 0 09 Oct 2021
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 281 224 0 24 Sep 2021
Robust fine-tuning of zero-shot models Mitchell Wortsman Gabriel Ilharco Jong Wook Kim Mike Li Simon Kornblith ... Raphael Gontijo-Lopes Hannaneh Hajishirzi Ali Farhadi Hongseok Namkoong Ludwig Schmidt VLM 161 739 0 04 Sep 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition Ke Zhu Jianxin Wu 88 138 0 05 Aug 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 79 60 0 23 Jun 2021
Multi-Label Learning from Single Positive Labels Elijah Cole Oisin Mac Aodha Titouan Lorieul Pietro Perona Dan Morris Nebojsa Jojic 83 114 0 17 Jun 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 999 29,926 0 26 Feb 2021
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 92 542 0 29 Sep 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 84 155 0 20 Sep 2020
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition Bin-Bin Gao Hong-Yu Zhou 50 115 0 03 Jul 2020
Orderless Recurrent Models for Multi-label Classification V. O. Yazici Abel Gonzalez-Garcia Arnau Ramisa Bartlomiej Twardowski Joost van de Weijer SSL 95 93 0 22 Nov 2019
Multi-Label Classification with Label Graph Superimposing Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma Shilei Wen 77 169 0 21 Nov 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 260 3,505 0 30 Sep 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 78 289 0 20 Aug 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 115 1,001 0 07 Apr 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 84 233 0 26 Feb 2019
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 205 1,370 0 02 May 2018
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 137 3,775 0 15 Aug 2017
Semantic Regularisation for Recurrent Image Annotation Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 83 104 0 16 Nov 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 98 1,163 0 15 Apr 2016
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels Ishan Misra C. L. Zitnick Margaret Mitchell Ross B. Girshick NoLa 66 219 0 22 Dec 2015
Learning Visual Features from Large Weakly Supervised Data Armand Joulin Laurens van der Maaten Allan Jabri Nicolas Vasilache SSL 109 408 0 06 Nov 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,875 0 01 May 2014