Dimensional Collapse in VQVAEs: Evidence and Remedies

Item #:

085713-5693

Details

DOI: https://doi.org/10.52202/085713-5693
Author(s): Jiayou Zhang, Yifan Shen, Guangyi Chen, Le Song, Eric Xing
Pages: 189370-189402 (33 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-5693
Author(s): Jiayou Zhang, Yifan Shen, Guangyi Chen, Le Song, Eric Xing
Pages: 189370-189402 (33 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)