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20102024
most citedDelta-encoder: an effective sample synthesis method for few-shot object recognition

289 citations · 1.7k across the 90 of their papers we have counts for

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cs.CV2024

Sample- and Parameter-Efficient Auto-Regressive Image Models

Elad Amrani, Leonid Karlinsky, Alex Bronstein

We introduce XTRA, a vision model pre-trained with a novel auto-regressive objective that significantly enhances both sample and parameter efficiency compared to previous auto-regr…