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Zero-Shot Learning with Common Sense Knowledge Graphs
18 June 2020
Nihal V. Nayak
Stephen H. Bach
VLM
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Papers citing
"Zero-Shot Learning with Common Sense Knowledge Graphs"
15 / 15 papers shown
Hierarchical Material Recognition from Local Appearance
Matthew Beveridge
Shree K. Nayar
466
3
0
28 May 2025
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
Xusheng Cao
Haori Lu
Linlan Huang
Fei Yang
Xialei Liu
Ming-Ming Cheng
CLL
KELM
326
1
0
24 Mar 2025
Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification
Wenjia Xu
Jiuniu Wang
Zhiwei Wei
M. Peng
Yirong Wu
236
27
0
03 Feb 2024
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Filipos Gouidis
K. Papoutsakis
Theodore Patkos
Antonis Argyros
Dimitris Plexousakis
300
1
0
22 Jul 2023
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models
Findings (Findings), 2022
Martha Lewis
Nihal V. Nayak
Peilin Yu
Qinan Yu
Jack Merullo
Stephen H. Bach
Ellie Pavlick
VLM
OCL
CoGe
565
105
0
20 Dec 2022
A survey on knowledge-enhanced multimodal learning
Artificial Intelligence Review (Artif Intell Rev), 2022
Maria Lymperaiou
Giorgos Stamou
557
28
0
19 Nov 2022
Understanding Substructures in Commonsense Relations in ConceptNet
Ke Shen
Mayank Kejriwal
NAI
237
2
0
03 Oct 2022
Disentangled Action Recognition with Knowledge Bases
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zhekun Luo
Shalini Ghosh
Devin Guillory
Keizo Kato
Trevor Darrell
Huijuan Xu
202
9
0
04 Jul 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
Neural Information Processing Systems (NeurIPS), 2022
Alessio Mazzetto
Cristina Menghini
A. Yuan
E. Upfal
Stephen H. Bach
VLM
243
2
0
25 May 2022
Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification
European Conference on Computer Vision (ECCV), 2022
Kai Yi
Xiaoqian Shen
Yunhao Gou
Mohamed Elhoseiny
291
29
0
02 Mar 2022
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Computer Vision and Pattern Recognition (CVPR), 2022
Xudong Wang
Zhi-Li Wu
Long Lian
Stella X. Yu
371
144
0
05 Jan 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
Proceedings of the IEEE (Proc. IEEE), 2021
Jiaoyan Chen
Yuxia Geng
Zhuo Chen
Jeff Z. Pan
Yuan He
Wen Zhang
Ian Horrocks
Hua-zeng Chen
713
77
0
18 Dec 2021
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
Wasu Top Piriyakulkij
Cristina Menghini
Ross Briden
Nihal V. Nayak
Jeffrey Zhu
Elaheh Raisi
Stephen H. Bach
VLM
459
1
0
08 Nov 2021
Benchmarking Knowledge-driven Zero-shot Learning
Journal of Web Semantics (Web Semantics), 2021
Yuxia Geng
Jiaoyan Chen
Zhuang Xiang
Zhuo Chen
Jeff Z. Pan
Juan Li
Zonggang Yuan
Huajun Chen
VLM
350
21
0
29 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021
Yang Hu
Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
341
27
0
11 Jun 2021
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