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Shihong Liu

3 accepted papers

2024

A Local-Ascending-Global Learning Strategy for Brain-Computer Interface

AAAI 2024technical

Neuroscience research indicates that the interaction among different functional regions of the brain plays a crucial role in driving various cognitive tasks. Existing studies have primarily focused on constructing either local or global functional connectivity maps within the brain, often lacking an…

Cited by 9SourcePDFScholar
2024

Language Models as Black-Box Optimizers for Vision-Language Models

CVPR 2024poster

Vision-language models (VLMs) pre-trained on web-scale datasets have demonstrated remarkable capabilities on downstream tasks when fine-tuned with minimal data. However many VLMs rely on proprietary data and are not open-source which restricts the use of white-box approaches for fine-tuning. As such…