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Filtering by: Keyword Computer Vision Subject Artificial intelligence

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Visual Understanding using Analogical Learning over Qualitative Representations

Description:

Visual understanding is an important area in artificial intelligence. Many researchers have proposed novel deep learning models for this, which have achieved impressive results. However, deep learning models of visual understanding do not model human-like cognition and are still far from human-level ability. Standard deep learning models do not model...

Keyword:

Qualitative Representation, Computer Vision, and Analogical Learning

Subject:

Artificial intelligence

Creator:

Chen, Kezhen

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/16/2023

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_944244 and http://dissertations.umi.com/northwestern:16338
Better Reasoning for Visual Question Answering

Description:

Visual Question Answering (VQA) increasingly attracts industry and academia attention. It requires the model to provide a natural language answer by an image and a related natural language question. Meanwhile, it relates to multidisciplinary research such as natural language understanding, visual information retrieval, and multimodal reasoning. As a multimodality task,...

Keyword:

Reasoning, Artificial Intelligence, Visual Question Answering, and Computer Vision

Subject:

Artificial intelligence and Computer science

Creator:

Xiong, Peixi

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

09/22/2022

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_926174 and http://dissertations.umi.com/northwestern:16204

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