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Grzegorz Gruszczynski

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Preprint Aug 2026

Training Crossroads for Recurrent Vision Transformers: Recurrence, Neural ODEs, and Deep Supervision

It is found that standard ViTs remain preferable when FLOPs are the primary constraint, whereas recurrent ViTs offer a better accuracy--parameter trade-off under memory constraints, whereas naive recurrence collapses to near-random performance.

Grzegorz Gruszczynski, P. Olszowiec, Michal Byra et al. · 1 citation

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