Siru Jiang

USE: A Unified Self-Ensembling Framework for Test-Time Prompt Tuning

Siru Jiang, Jian Liang, Ran He, Tieniu Tan

Test-time adaptation (TTA) has emerged as a popular paradigm for improving the performance of vision-language models (e.g., CLIP) on downstream tasks. Among existing CLIP-based TTA methods, Test-Time Prompt Tuning (TPT) is a pioneering work that optimizes textual prompts using mu…Read more