Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition

20 September 2020

Hefeng Wu

Papers citing "Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition"

50 / 64 papers shown

Title
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels Haoxian Ruan Zhihua Xu Zhijing Yang Yongyi Lu Jinghui Qin Tianshui Chen VLM 73 0 0 14 Dec 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations Samyak Rawlekar Shubhang Bhatnagar Narendra Ahuja VLM 31 1 0 12 Sep 2024
Towards Few-Shot Learning in the Open World: A Review and Beyond Hui Xue Yuexuan An Yongchun Qin Wenqian Li Yixin Wu Yongjuan Che Pengfei Fang Minling Zhang OffRL 56 1 0 19 Aug 2024
Dynamic Correlation Learning and Regularization for Multi-Label Confidence Calibration Tianshui Chen Weihang Wang Tao Pu Jinghui Qin Zhijing Yang Jie Liu Liang Lin 29 6 0 09 Jul 2024
Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classification Chak Fong Chong Jielong Guo Xu Yang Wei Ke Yapeng Wang VLM 32 0 0 24 May 2024
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 40 5 0 24 Apr 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 42 2 0 19 Mar 2024
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels Chak Fong Chong Xinyi Fang Jielong Guo Yapeng Wang Wei Ke C. Lam Sio-Kei Im 31 1 0 30 Jan 2024
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition Yuefang Gao Yuhao Xie Zeke Zexi Hu Tianshui Chen Liang Lin CVBM 28 3 0 20 Jan 2024
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition Hefeng Wu Guangzhi Ye Ziyang Zhou Ling Tian Qing Wang Liang Lin 26 3 0 13 Jan 2024
Language-Guided Transformer for Federated Multi-Label Classification I-Jieh Liu Ci-Siang Lin Fu-En Yang Yu-Chiang Frank Wang 34 4 0 12 Dec 2023
Learning Scene Context Without Images Amirreza Rouhi David Han VLM 25 0 0 18 Nov 2023
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search Hefeng Wu Weifeng Chen Zhibin Liu Tianshui Chen Zhiguang Chen Liang Lin 28 11 0 15 Nov 2023
Learning to recognize occluded and small objects with partial inputs H. Zunair A. Ben Hamza 29 1 0 27 Oct 2023
SketchBodyNet: A Sketch-Driven Multi-faceted Decoder Network for 3D Human Reconstruction Fei Wang Kongzhang Tang Hefeng Wu Baoquan Zhao Hao Cai Teng Zhou 3DH 3DV 23 2 0 10 Oct 2023
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph Generation Tao Pu Tianshui Chen Hefeng Wu Yongyi Lu Liangjie Lin ViT 42 13 0 23 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 28 2 0 28 Aug 2023
Understanding Self-attention Mechanism via Dynamical System Perspective Zhongzhan Huang Mingfu Liang Jinghui Qin Shan Zhong Liang Lin 29 15 0 19 Aug 2023
RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Tianshui Chen Wenping Wang Ping Luo 41 16 0 14 Aug 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 34 21 0 03 Aug 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing-Wu Guo Xiaoguang Li Xiang Wang Song Wang VLM 18 30 0 31 Jul 2023
Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Lei Ma Dengdi Sun Lei Wang Hai Zhao Bin Luo VLM 42 6 0 19 Jul 2023
Semantic Contrastive Bootstrapping for Single-positive Multi-label Recognition Cheng Chen Yifan Zhao Jia Li 33 5 0 15 Jul 2023
Positive Label Is All You Need for Multi-Label Classification Zhixiang Yuan Kai Zhang Tao Huang NoLa 13 5 0 28 Jun 2023
Sample-Efficient Learning of Novel Visual Concepts Sarthak Bhagat Simon Stepputtis Joseph Campbell Katia P. Sycara 51 8 0 15 Jun 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 30 2 0 31 May 2023
MASK-CNN-Transformer For Real-Time Multi-Label Weather Recognition Shengchao Chen Ting Shu Huani Zhao Yuan Yan Tang ViT 37 15 0 28 Apr 2023
Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition Yanan Wu Songhe Feng Yang Wang 28 10 0 21 Apr 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 24 27 0 23 Mar 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 19 7 0 11 Jan 2023
Multi-Stage Spatio-Temporal Aggregation Transformer for Video Person Re-identification Ziyi Tang Ruimao Zhang Zhanglin Peng Jinrui Chen Liang Lin 33 18 0 02 Jan 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
Multi-Label Continual Learning using Augmented Graph Convolutional Network Kaile Du Fan Lyu Linyan Li Fuyuan Hu Wei Feng Fenglei Xu Xuefeng Xi Hanjing Cheng CLL 33 13 0 27 Nov 2022
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 28 57 0 23 Nov 2022
Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision Jiawei Zhan Xiaozhong Liu Wei Tang Guannan Jiang Xi-Zhao Wang ... Tianliang Zhang Wenlong Wu Wei Zhang Chengjie Wang Yuan Xie 33 6 0 23 Nov 2022
Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels Tao Pu Q. Lao Hefeng Wu Tianshui Chen Liang Lin 23 2 0 15 Nov 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution Yukai Shi Hao Li Senyang Zhang Zhi Yang Xiao Wang SupR 18 14 0 26 Jul 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 36 119 0 20 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 33 19 0 06 Jun 2022
Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Yukai Shi Zhijing Yang Liang Lin 31 10 0 26 May 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels Tianshui Chen Tao Pu Lingbo Liu Yukai Shi Zhijing Yang Liang Lin 52 17 0 23 May 2022
Semantic Representation and Dependency Learning for Multi-Label Image Recognition Tao Pu Lixian Yuan Hefeng Wu Tianshui Chen Ling Tian Liang Lin VLM 23 15 0 08 Apr 2022
AGCN: Augmented Graph Convolutional Network for Lifelong Multi-label Image Recognition Kaile Du Fan Lyu Fuyuan Hu Linyan Li Wei Feng Fenglei Xu Qiming Fu CLL 21 18 0 10 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 31 30 0 08 Mar 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels Tao Pu Tianshui Chen Hefeng Wu Liang Lin 38 38 0 04 Mar 2022
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels Tianshui Chen Tao Pu Hefeng Wu Yuan Xie Liang Lin 19 57 0 21 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 10 19 0 02 Dec 2021
Unconstrained Face Sketch Synthesis via Perception-Adaptive Network and A New Benchmark Lin Nie Lingbo Liu Zhengtao Wu Wenxiong Kang CVBM 3DV 27 11 0 02 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
Transformer-based Dual Relation Graph for Multi-label Image Recognition Jiawei Zhao Ke Yan Yifan Zhao Xiaowei Guo Feiyue Huang Jia Li ViT 20 84 0 10 Oct 2021