Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches

Intelligent Systems in Industrial Applications - Studies in Computational Intelligence ◽

10.1007/978-3-030-67148-8_5 ◽

2021 ◽

pp. 59-68

Author(s):

Anna Saranti ◽

Simon Streit ◽

Heimo Müller ◽

Deepika Singh ◽

Andreas Holzinger

Keyword(s):

Concept Learning ◽

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Visual concept learning system based on lexical elements and feature key points conjunction

Scientific and technical journal of information technologies mechanics and optics ◽

10.17586/2226-1494-2016-16-4-689-696 ◽

2016 ◽

pp. 689-696 ◽

Author(s):

V.I. Filatov ◽

A.S. Potapov

Keyword(s):

Concept Learning ◽

Learning System ◽

Visual Concept ◽

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Regularized Semi-supervised Latent Dirichlet Allocation for Visual Concept Learning

Lecture Notes in Computer Science - Advances in Multimedia Modeling ◽

10.1007/978-3-642-17832-0_38 ◽

2011 ◽

pp. 403-412 ◽

Author(s):

Liansheng Zhuang ◽

Lanbo She ◽

Jingjing Huang ◽

Jiebo Luo ◽

Nenghai Yu

Keyword(s):

Concept Learning ◽

Latent Dirichlet Allocation ◽

Visual Concept ◽

Dirichlet Allocation

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Learning Everything about Anything: Webly-Supervised Visual Concept Learning

2014 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2014.412 ◽

2014 ◽

Author(s):

Santosh K. Divvala ◽

Ali Farhadi ◽

Carlos Guestrin

Keyword(s):

Concept Learning ◽

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Automatic Visual Concept Learning for Social Event Understanding

IEEE Transactions on Multimedia ◽

10.1109/tmm.2015.2393635 ◽

2015 ◽

Vol 17 (3) ◽

pp. 346-358 ◽

Author(s):

Xiaoshan Yang ◽

Tianzhu Zhang ◽

Changsheng Xu ◽

M. Shamim Hossain

Keyword(s):

Concept Learning ◽

Visual Concept ◽

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Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game

10.18653/v1/p18-1243 ◽

2018 ◽

Author(s):

Haichao Zhang ◽

Haonan Yu ◽

Wei Xu

Keyword(s):

Language Acquisition ◽

Concept Learning ◽

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On the pooling of positive examples with ontology for visual concept learning

Proceedings of the 19th ACM international conference on Multimedia - MM '11 ◽

10.1145/2072298.2071934 ◽

2011 ◽

Author(s):

Shiai Zhu ◽

Chong-Wah Ngo ◽

Yu-Gang Jiang

Keyword(s):

Concept Learning ◽

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Salient Feature Selection for Visual Concept Learning

Advances in Multimedia Information Processing - PCM 2005 - Lecture Notes in Computer Science ◽

10.1007/11581772_54 ◽

2005 ◽

pp. 617-628 ◽

Author(s):

Feng Xu ◽

Lei Zhang ◽

Yu-Jin Zhang ◽

Wei-Ying Ma

Keyword(s):

Feature Selection ◽

Concept Learning ◽

Salient Feature ◽

Visual Concept ◽

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Discrete Memory Addressing Variational Autoencoder for Visual Concept Learning

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206745 ◽

2020 ◽

Author(s):

Yanze Min ◽

Hang Su ◽

Jun Zhu ◽

Bo Zhang

Keyword(s):

Concept Learning ◽

Visual Concept ◽

Variational Autoencoder

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Sampling and Ontologically Pooling Web Images for Visual Concept Learning

IEEE Transactions on Multimedia ◽

10.1109/tmm.2012.2190387 ◽

2012 ◽

Vol 14 (4) ◽

pp. 1068-1078 ◽

Author(s):

Shiai Zhu ◽

Chong-Wah Ngo ◽

Yu-Gang Jiang

Keyword(s):

Concept Learning ◽

Visual Concept ◽

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Multimodal Visual Concept Learning with Weakly Supervised Techniques

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2018.00516 ◽

2018 ◽

Author(s):

Giorgos Bouritsas ◽

Petros Koutras ◽

Athanasia Zlatintsi ◽

Petros Maragos

Keyword(s):

Concept Learning ◽

Visual Concept ◽

Weakly Supervised

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