Search Results for author: Delfina Sol Martinez Pandiani

Found 5 papers, 2 papers with code

Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme Toxicities

1 code implementation11 Jun 2024 Delfina Sol Martinez Pandiani, Erik Tjong Kim Sang, Davide Ceolin

Second, after observing the existence of unclear definitions of meme toxicity in computational works, we introduce a new taxonomy for categorizing meme toxicity types.

Binary Classification

Situated Ground Truths: Enhancing Bias-Aware AI by Situating Data Labels with SituAnnotate

no code implementations10 Jun 2024 Delfina Sol Martinez Pandiani, Valentina Presutti

In the contemporary world of AI and data-driven applications, supervised machines often derive their understanding, which they mimic and reproduce, through annotations--typically conveyed in the form of words or labels.

Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories

no code implementations21 Aug 2023 Delfina Sol Martinez Pandiani, Valentina Presutti

The field of Computer Vision (CV) is increasingly shifting towards ``high-level'' visual sensemaking tasks, yet the exact nature of these tasks remains unclear and tacit.

Classification Clustering +4

Automatic Modeling of Social Concepts Evoked by Art Images as Multimodal Frames

1 code implementation14 Oct 2021 Delfina Sol Martinez Pandiani, Valentina Presutti

Social concepts referring to non-physical objects--such as revolution, violence, or friendship--are powerful tools to describe, index, and query the content of visual data, including ever-growing collections of art images from the Cultural Heritage (CH) field.

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