no code implementations • 3 May 2024 • Kaiyuan Chen, Xingzhuo Guo, Yu Zhang, Jianmin Wang, Mingsheng Long
The precision weighting mechanism posits that the brain allocates more attention to signals with lower precision, contributing to the cognitive ability of human brains.
no code implementations • 6 Oct 2023 • Xingzhuo Guo, Junwei Pan, Ximei Wang, Baixu Chen, Jie Jiang, Mingsheng Long
Recent advances in deep foundation models have led to a promising trend of developing large recommendation models to leverage vast amounts of available data.
no code implementations • 19 Sep 2023 • Ximei Wang, Junwei Pan, Xingzhuo Guo, Dapeng Liu, Jie Jiang
Multi-domain learning (MDL) aims to train a model with minimal average risk across multiple overlapping but non-identical domains.
1 code implementation • 2 Feb 2023 • Yang Shu, Xingzhuo Guo, Jialong Wu, Ximei Wang, Jianmin Wang, Mingsheng Long
This paper aims at generalizing CLIP to out-of-distribution test data on downstream tasks.