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lines changed Original file line number Diff line number Diff line change @@ -288,12 +288,14 @@ We plan to add real-kernel deployment and on-robot validation in a future update
288288If you find this code useful, please cite:
289289
290290``` bibtex
291- @article{quantvla2026,
292- title = {QuantVLA: Training-Free Post-Training Quantization for Vision-Language-Action Models},
293- author = {QuantVLA Authors},
294- journal = {arXiv preprint arXiv:2602.20309},
295- year = {2026},
296- url = {https://arxiv.org/abs/2602.20309}
291+ @misc{zhang2026quantvlascalecalibratedposttrainingquantization,
292+ title={QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models},
293+ author={Jingxuan Zhang and Yunta Hsieh and Zhongwei Wan and Haokun Lin and Xin Wang and Ziqi Wang and Yingtie Lei and Mi Zhang},
294+ year={2026},
295+ eprint={2602.20309},
296+ archivePrefix={arXiv},
297+ primaryClass={cs.LG},
298+ url={https://arxiv.org/abs/2602.20309},
297299}
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