Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive
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Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey

18 December 2021

Papers citing "Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey"

10 / 10 papers shown

Title
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 30 1 0 01 Apr 2025
Reading ability detection using eye-tracking data with LSTM-based few-shot learning Nanxi Li Hongjiang Wang Zehui Zhan 26 0 0 13 Sep 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho R. Hoehndorf Yuan He Ian Horrocks 38 4 0 16 Jun 2024
CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning Haojian Huang Xiaozhen Qiao Zhuo Chen Haodong Chen Bingyu Li Zhe Sun Mulin. Chen Xuelong Li 24 10 0 15 Apr 2024
BERTMap: A BERT-based Ontology Alignment System Yuan He Jiaoyan Chen Denvar Antonyrajah Ian Horrocks 27 81 0 05 Dec 2021
Ontology-based n-ball Concept Embeddings Informing Few-shot Image Classification Mirantha Jayathilaka Tingting Mu U. Sattler 12 9 0 19 Sep 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 169 402 0 10 Sep 2021
Learning Visual Models using a Knowledge Graph as a Trainer Sebastian Monka Lavdim Halilaj Stefan Schmid Achim Rettinger 15 16 0 17 Feb 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 160 841 0 17 May 2016