[QA] Restructuring Vector Quantization with the Rotation Trick

from Arxiv Papers · host Igor Melnyk

This paper proposes a method to propagate gradients through VQ-VAEs' vector quantization layer, improving reconstruction metrics, codebook utilization, and quantization error across various training paradigms. https://arxiv.org/abs//2410.06424 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

Episode metadata supplied by the publisher feed · Published Oct 10, 2024

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[QA] Restructuring Vector Quantization with the Rotation Trick

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