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2025 1

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CTA: Cross-Task Alignment for Better Test Time Training

cs.CV · 2025-07-07 · conditional · novelty 6.0

CTA aligns a SimCLR-trained encoder to a frozen supervised encoder, then adapts only the self-supervised encoder at test time, improving corrupted-image classification over prior test-time training methods.

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  • CTA: Cross-Task Alignment for Better Test Time Training cs.CV · 2025-07-07 · conditional · none · ref 7

    CTA aligns a SimCLR-trained encoder to a frozen supervised encoder, then adapts only the self-supervised encoder at test time, improving corrupted-image classification over prior test-time training methods.