explore-exploit 1large language models 1mathematical reasoning 1prompt sampling 1reinforcement learning 1
From the 1 of 4 linked papers with an AI index.
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2026
Local Margin Restoration for Test-Time Adaptation of Vision-Language Models
Yan Huang, Guowei Wang, Xu Wang +2
Vision-language models (VLMs) such as CLIP exhibit remarkable zero-shot capabilities, yet their performance frequently degrades sharply under unexpected test-time distribution shif…
cs.CV2025
Effortless Active Labeling for Long-Term Test-Time Adaptation
Guowei Wang, Changxing Ding
Long-term test-time adaptation (TTA) is a challenging task due to error accumulation. Recent approaches tackle this issue by actively labeling a small proportion of samples in each…