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most citedLaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections

7 citations · 12 across the 24 of their papers we have counts for

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cs.CV2026

Architectural Sampling: Test-Time Scaling via Computational Diversity in Frozen Vision-Language Models

Akshit Singh, Shyam Marjit, Wei Lin +2

Test-time scaling often seeks better answers by sampling multiple responses from a frozen model, yet conventional temperature sampling generates every candidate along the same fixe…