GitHub

[ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

This repo contains the official code of our ICLR'25 paper: ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. We introduce ViDiT-Q, a quantization ...
INSPIRE

Constrained quantization on symplectic manifolds and quantum distribution functions

A quantization scheme based on the extension of phase space with application of constrained quantization technic is considered. The obtained method is similar to the geometric quantization. For ...
GitHub

[Question]: Other than the examples, how do I know what sort of quantization techniques work Qwen3-32B?

Hi, thanks for the amazing work. I need some help understanding how to choose the layers for specific models, especially those without examples. I am currently looking at Qwen3-32b, which I see only ...
IEEE

Linearized Analysis and Quantization Error Minimization for Mid-Rise TDCs: A Tutorial

Abstract: The mid-rise time-to-digital converter (TDC), e.g., a binary (bang-bang) phase detector and other few-bit TDCs, is commonly used as the phase detector (PD) in a digital phase locked loop ...
IEEE

PoT quantization and rotational update mechanism for optimizing equalization in passive optical networks

Abstract: We propose a low-complexity real-time equalization scheme for passive optical networks (PONs), which provides equalization with similar performance and ultra-low digital signal processing ...
INSPIRE

Frozen formalism and canonical quantization in group field theory

Canonical quantization of gravitational systems is obstructed by the problem of time. Due to diffeomorphism symmetry the Hamiltonian vanishes: dynamics with respect to a background time parameter ...