Vector Post-Training Quantization (VPTQ) is a novel Post-Training Quantization method that leverages Vector Quantization to high accuracy on LLMs at an extremely low bit-width (<2-bit). VPTQ can ...
Abstract: The large volume of data associated with virtual reality (VR) video presents significant challenges for wireless transmission. This letter proposes an efficient transmission system for VR ...
Abstract: In neural audio coding, latent space quantization is often trained together with the rest of the model. In this work, we investigate the use of algebraic vector quantization (VQ) in a ...
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