Visual Concept Embedding

Visual Concept Embedding is a computational representation that encodes the meaning of visual concepts in a continuous vector space, distinguished by its integration of semantic knowledge with perceptual features to enable reasoning about visual content.

Publications

3.4K

Citations

197

Authors

Institutions

Publications per year

2017–2026

Parents

Visual Semantics

Publications

An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Rinon Gal, Yuval Alaluf, Yuval Atzmon et al. · arXiv (Cornell University) · 2022 · 468 citations · Full text

Computing, Visualization, Conceptual Art +12

THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images

Martin N. Hebart, Adam H. Dickter, Alexis Kidder et al. · PLoS ONE · 2019 · 300 citations · Full text

Computing, Computer Science, Neuroscience +17

Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics

Douwe Kiela, Léon Bottou · 2014 · 236 citations · Full text

Computing, Computer Science, Computer Vision +16

Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection

Chenchen Zhu, Fangyi Chen, Uzair Ahmed et al. · 2021 · 236 citations

Computing, Computer Science, Computer Vision +16

Learning Grounded Meaning Representations with Autoencoders

Carina Silberer, Mirella Lapata · 2014 · 227 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 52

Authors

197

JM
Jiayuan Mao
Tsinghua University, China
3 publications · 92 citations
3
h-index
JF
Jianping Fan
University of North Carolina at Charlotte, United States
3 publications · 110 citations
3
h-index
WY
Wan Y. Kwok
National Institute of Mental Health, United States
2 publications · 339 citations
2
h-index
RC
Riquan Chen
Sun Yat-sen University, China
2 publications · 101 citations
2
h-index
LS
Larry S. Davis
University of Maryland, College Park, United States
2 publications · 240 citations
2
h-index

1–5 of 197

Institutions

1–8 of 85

Venues

arXiv (Cornell University)
Repository · 7 publications · 588 citations
7
h-index
bioRxiv (Cold Spring Harbor Laboratory)
Repository · 2 publications · 51 citations
2
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 2 publications · 99 citations
2
h-index
ArXiv.org
Repository · 2 publications · 32 citations
2
h-index
ACM Transactions on Multimedia Computing Communications and Applications
TOMCCAP · 1 publications · 11 citations
1
h-index

1–5