@article{nsvqmitigatingcodebookcollapsebystabiliz, title = {NSVQ: Mitigating Codebook Collapse by Stabilizing Encoder Drift in Vector Quantization}, author = {Hao Lu and Yongxin Guo and Onur Koyun and Zhengjie Zhu and Abbas Alili and Metin N. Gurcan}, year = {2026}, eprint = {2606.11363}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.11363}, }