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20242026
most citedLRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation

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cs.CV2026

Mix-QVLA: Task-Evidence-Aware Mixed-Precision Quantization of Vision-Language-Action Models

Navin Ranjan, Andreas Savakis

We propose Mix-QVLA, a task-evidence-aware mixed-precision PTQ framework for VLA models. Mix-QVLA anchors each quantized variant to the full-precision action-token reference decisi…