StreamAdapter: Efficient Test Time Adaptation from Contextual Streams
Under Review
StreamAdapter directly maps context into model parameter updates at test time without backpropagation, achieving in-context learning like test time adaptation capabilities without requiring explicit documentation or demonstrations in the context.
Under Review.
Author: Dilxat Muhtar*, Yelong Shen*, Yaming Yang, Xiaodong Liu, Yadong Lu, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Xueliang Zhang, Jianfeng Gao, Weizhu Chen, and Qi Zhang.