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06/06/2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory
Large language models (LLMs) with memory are computationally universal. ...
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05/02/2023
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
We abstract the features (i.e. learned representations) of multi-modal d...
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06/21/2021
Improving Multi-Modal Learning with Uni-Modal Teachers
Learning multi-modal representations is an essential step towards real-w...
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06/08/2021
What Makes Multimodal Learning Better than Single (Provably)
The world provides us with data of multiple modalities. Intuitively, mod...
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09/24/2020