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20222026
most citedTowards Weakly-Supervised Text Spotting using a Multi-Task Transformer

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cs.LG2026

Truncate Bad, Upweight Good: BoN-Style Distillation via Rank-Based Classification

Yarin Bar, Yaniv Romano

Inference-time selection methods, such as Best-of-N, improve generation by sampling a pool of candidates and selecting the top-ranked completion according to a reward model. Distil…

cs.LG2026

Testing For Distribution Shifts with Conditional Conformal Test Martingales

Shalev Shaer, Yarin Bar, Drew Prinster +1

We propose a sequential test for detecting arbitrary distribution shifts that allows conformal test martingales (CTMs) to work under a fixed, reference-conditional setting. Existin…