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Future Internet • Vol 15 • No 2
Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies
2023
Conceptual representations of images involving descriptions of entities and their relations are often represented using scene graphs. Such scene graphs can express relational concepts by using sets of triplets ⟨subject—predicate—object⟩. Instead of building d…
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Computer Science

Study of computation

Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines (including the design and implementation of hardware and software).

Algorithms and data structures are central to computer science. The theory of computation concerns abstract models of computation and general classes of problems that can be solved using them. The fields of cryptography and computer security involve studying the means for secure communication and preventing security vulnerabilities. Computer graphics and computational geometry address the generation of images.

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Future Internet • Vol 15 • No 2
Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies
2023
Conceptual representations of images involving descriptions of entities and their relations are often represented using scene graphs. Such scene graphs can express relational concepts by using sets of triplets ⟨subject—predicate—object⟩. Instead of building dedicated models for scene graph generation, our model tends to extract the latent relational information implicitly encoded in image captioning models. We explored dependency parsing to build grammatically sound parse trees from captions. We used detection alg…
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Scene Graph
Theoretical Computer Science
Artificial Intelligence
Line Graph
Programming Language
Rendering (Computer Graphics)
Philosophy
Epistemology