TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning

TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning

ACM Multimedia (ACM MM), 2019

30 August 2019

Zhi Tang

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Papers citing "TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning"

12 / 12 papers shown

Title
Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification Chun Liu Longwei Yang Zheng Li Wei Yang Zhigang Han Jianzhong Guo Junyong Yu 157 15 0 02 Nov 2023
GBE-MLZSL: A Group Bi-Enhancement Framework for Multi-Label Zero-Shot Learning Ziming Liu Jingcai Guo Xiaocheng Lu Song Guo Peiran Dong Jiewei Zhang VLM 226 9 0 02 Sep 2023
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge GraphsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Filipos Gouidis K. Papoutsakis Theodore Patkos Antonis Argyros Dimitris Plexousakis 163 1 0 22 Jul 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 342 0 0 08 Feb 2023
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning Jiwei Wei Yang Yang Zeyu Ma Jingjing Li Xing Xu Jikang Cheng 147 2 0 26 Dec 2022
Bias-Eliminated Semantic Refinement for Any-Shot LearningIEEE Transactions on Image Processing (IEEE TIP), 2022 Liangjun Feng Chunhui Zhao Xi Li DiffM GAN 144 19 0 10 Feb 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive SurveyProceedings of the IEEE (Proc. IEEE), 2021 Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 505 63 0 18 Dec 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured DataACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021 Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 246 27 0 11 Jun 2021
HOSE-Net: Higher Order Structure Embedded Network for Scene Graph GenerationACM Multimedia (ACM MM), 2020 Meng Wei C. Yuan Xiaoyu Yue Kuo Zhong 267 19 0 12 Aug 2020
MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning Baoquan Zhang Ka-Cheong Leung Yunming Ye Xutao Li 178 1 0 05 Jul 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 404 39 0 18 Jun 2020
Relational Generalized Few-Shot LearningBritish Machine Vision Conference (BMVC), 2019 Xiahan Shi Leonard Salewski Martin Schiegg Zeynep Akata Max Welling 151 27 0 22 Jul 2019