Search Results for author: Manjie Xu

Found 3 papers, 2 papers with code

MEWL: Few-shot multimodal word learning with referential uncertainty

1 code implementation1 Jun 2023 Guangyuan Jiang, Manjie Xu, Shiji Xin, Wei Liang, Yujia Peng, Chi Zhang, Yixin Zhu

To fill in this gap, we introduce the MachinE Word Learning (MEWL) benchmark to assess how machines learn word meaning in grounded visual scenes.

To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts

no code implementations1 Dec 2022 Yu-Zhe Shi, Manjie Xu, Wenjuan Han, Yixin Zhu

If scientific discovery is one of the main driving forces of human progress, insight is the fuel for the engine, which has long attracted behavior-level research to understand and model its underlying cognitive process.

On the Complexity of Bayesian Generalization

1 code implementation20 Nov 2022 Yu-Zhe Shi, Manjie Xu, John E. Hopcroft, Kun He, Joshua B. Tenenbaum, Song-Chun Zhu, Ying Nian Wu, Wenjuan Han, Yixin Zhu

Specifically, at the $representational \ level$, we seek to answer how the complexity varies when a visual concept is mapped to the representation space.

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