Improving Zero Shot Learning Baselines with Commonsense Knowledge

Improving Zero Shot Learning Baselines with Commonsense Knowledge

11 December 2020

Deepanway Ghosal

Navonil Majumder

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Papers citing "Improving Zero Shot Learning Baselines with Commonsense Knowledge"

10 / 10 papers shown

Title
Enhancing Explainability in Multimodal Large Language Models Using Ontological Context Jihen Amara B. König-Ries Sheeba Samuel 89 3 0 27 Sep 2024
Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges Weiguang Zhao Guanyu Yang Rui Zhang Chenru Jiang Chaolong Yang Yuyao Yan Amir Hussain Kaizhu Huang VLM 89 8 0 12 Dec 2023
Geometry-Aware Adaptation for Pretrained Models Nicholas Roberts Xintong Li Dyah Adila Sonia Cromp Tzu-Heng Huang Jitian Zhao Frederic Sala VLM 130 1 0 23 Jul 2023
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal Liu Yan Dongkyu Choi Kenneth Kwok 179 0 0 30 Nov 2022
Disentangled Ontology Embedding for Zero-shot Learning Yuxia Geng Jiaoyan Chen Wen Zhang Yajing Xu Zhuo Chen Jeff Z. Pan Yufen Huang Feiyu Xiong Hua-zeng Chen 110 25 0 08 Jun 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 167 24 0 27 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 264 53 0 18 Dec 2021
Zero-Shot Learning in Named-Entity Recognition with External Knowledge Nguyen Van Hoang Soeren Hougaard Mulvad Yuan Rong Dexter Neo Yong Yue 45 5 0 15 Nov 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 157 20 0 29 Jun 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 225 83 0 26 Feb 2021