Bk-sdm: A lightweight, fast, and cheap version of stable diffusion
Abstract Text-to-image (T2I) generation with Stable Diffusion models (SDMs) involves high
computing demands due to billion-scale parameters. To enhance efficiency, recent studies …
computing demands due to billion-scale parameters. To enhance efficiency, recent studies …
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models
The high computational cost and slow inference time are major obstacles to deploying the
video diffusion model (VDM) in practical applications. To overcome this, we introduce a new …
video diffusion model (VDM) in practical applications. To overcome this, we introduce a new …
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
Existing text-to-image (T2I) diffusion models face several limitations, including large model
sizes, slow runtime, and low-quality generation on mobile devices. This paper aims to …
sizes, slow runtime, and low-quality generation on mobile devices. This paper aims to …
Diffusion Models in Low-Level Vision: A Survey
Deep generative models have garnered significant attention in low-level vision tasks due to
their generative capabilities. Among them, diffusion model-based solutions, characterized by …
their generative capabilities. Among them, diffusion model-based solutions, characterized by …
Adversarial Diffusion Compression for Real-World Image Super-Resolution
Real-world image super-resolution (Real-ISR) aims to reconstruct high-resolution images
from low-resolution inputs degraded by complex, unknown processes. While many Stable …
from low-resolution inputs degraded by complex, unknown processes. While many Stable …
[图书][B] Computer Vision-ECCV 2024: 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXIV.
A Leonardis - 2024 - books.google.com
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes
the refereed proceedings of the 18th European Conference on Computer Vision, ECCV …
the refereed proceedings of the 18th European Conference on Computer Vision, ECCV …