Abstract: The Picture-Wise Just Noticeable Difference (PW-JND) represents the visibility threshold of human vision when viewing distorted images. The PW-JND plays an important role in perceptual image ...

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Abstract: Audio-visual zero-shot learning (ZSL) leverages both video and audio information for model training, aiming to classify new video categories that were not seen during the training. However, ...

Duplicate content can hurt your visibility in AI Search. Fabrice Canel and Krishna Madhavan from Microsoft explained that when content is duplicated, AI systems struggle to interpret signals, which ...

Current AI models fail to recognize ‘relational’ image similarities, such as how the Earth’s layers are similar to a peach, missing a key aspect of how humans perceive images. Comparisons of this kind ...