DORA uses an online RL agent to adaptively merge tokens in Vision Transformers, reporting better accuracy-efficiency trade-offs than static baselines on ImageNet and OOD sets.
Benchmarking neural network robustness to common corruptions and perturbations
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DORA: Dynamic Online Reinforcement Agent for Token Merging in Vision Transformers
DORA uses an online RL agent to adaptively merge tokens in Vision Transformers, reporting better accuracy-efficiency trade-offs than static baselines on ImageNet and OOD sets.