Can Test-Time Memory Evolution Outperform Test-Time Training for Scientific Discovery?
TTME is introduced, a plug-and-play test-time adaptation method that continually updates the external memory by distilling the experience to guide subsequent discovery without updating model weights, and established as an effective and computationally efficient alternative to TTT in the evaluated discovery settings.
Yepeng Liu, Sheng-Mai Chen, Xuandong Zhao et al.
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