Search Results for author: Divyansh Jha

Found 2 papers, 2 papers with code

AI Art Neural Constellation: Revealing the Collective and Contrastive State of AI-Generated and Human Art

1 code implementation4 Feb 2024 Faizan Farooq Khan, Diana Kim, Divyansh Jha, Youssef Mohamed, Hanna H Chang, Ahmed Elgammal, Luba Elliott, Mohamed Elhoseiny

Our comparative analysis is based on an extensive dataset, dubbed ``ArtConstellation,'' consisting of annotations about art principles, likability, and emotions for 6, 000 WikiArt and 3, 200 AI-generated artworks.

Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation

1 code implementation20 Apr 2021 Divyansh Jha, Kai Yi, Ivan Skorokhodov, Mohamed Elhoseiny

By generating representations of unseen classes based on their semantic descriptions, e. g., attributes or text, generative ZSL attempts to differentiate unseen from seen categories.

Attribute Image Generation +1

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