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 ...
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 ...
Abstract: Quantization has enabled the widespread implementation of deep learning algorithms on resource-constrained Internet of Things (IoT) devices, which compresses neural networks by reducing the ...
The quantization of classical theories that admit more than one Hamiltonian description is considered. This is done from a geometrical viewpoint, both at the quantization level (geometric quantization ...
Artificial Intelligence (AI) has seen tremendous growth, transforming industries from healthcare to finance. However, as organizations and researchers develop more advanced models, they face ...
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 ...
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