Investigate to which extent purely synthetic data could be leveraged to teach Significance of the order of the words in a sentence. Non-object words (e.g., attributes, actions, relations, states, etc.), orÄifficulty in performing compositional reasoning such as understanding the Language Concepts (VLC) that go 'beyond nouns' such as the meaning of For example, their difficulty to understand Visual However, recent works have uncovered a fundamental Performance in many applications, enabling replacing a fixed set of supportedĬlasses with zero-shot open vocabulary reasoning over (almost arbitrary) Download a PDF of the paper titled Going Beyond Nouns With Vision & Language Models Using Synthetic Data, by Paola Cascante-Bonilla and 10 other authors Download PDF Abstract: Large-scale pre-trained Vision & Language (VL) models have shown remarkable
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