Results 11 to 20 of about 80,625 (289)
Plug-and-Play Diffusion Distillation [PDF]
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Diffusion models have shown tremendous results in image generation. However, due to the iterative nature of the diffusion process and its reliance on classifier-free guidance, inference times are slow. In this paper, we propose a new distillation approach for guided diffusion models in which an external lightweight guide model is trained while the ...
Yi-Ting Hsiao +6 more
core +4 more sources
Equivariant Plug-and-Play Image Reconstruction [PDF]
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Plug-and-play algorithms constitute a popular framework for solving inverse imaging problems that rely on the implicit definition of an image prior via a denoiser. These algorithms can leverage powerful pre-trained denoisers to solve a wide range of imaging tasks, circumventing the necessity to train models on a per-task basis.
Terris, Matthieu +3 more
openaire +7 more sources
, 2021 We present an efficient model to retrieve data from a database by implementing plug-and-play queries using the query guards. The model is efficient in the sense that it saves time when writing a query and promotes query portability and reuse. A plug-and-play query is a freestanding query that can couple to any data socket and self determine whether it ...
Swami, Shubham
openaire +3 more sources
A plug and play artificial intelligent architecture for smart local energy systems integration
, 2021 For smart local energy systems (SLES) to be truly 'smart' they must be capable of managing complex interactions between data, users and the physical devices which make up the network, while also meeting the key criteria of flexibility, scalability, and ...
Morris, Euan, McArthur, Stephen
core +2 more sources
Distributed Dynamic Quantile Solver With Plug-and-Play Operation
IEEE Access, 2021 In this paper, we propose a continuous-time distributed algorithm for the dynamic quantile problem. The problem is to find the quantile of time-varying signals in a network of agents, each of which having the signal of its own.
Jeong Mo Seong +3 more
doaj +1 more source
Tube-based coalitional MPC with plug-and-play features [PDF]
, 2023 This paper presents a distributed setting of model predictive control (MPC) to manage linear multi-agent systems consisting of coupled subsystems. Specifically, local controllers can work in coalitions to improve performance and handle plug-and-play ...
Camacho, Eduardo F. +9 more
core +3 more sources
‘Plug-and-play’ plasmonic metafibers for ultrafast fibre lasers
Light: Advanced Manufacturing, 2022 Metafibers expand the functionalities of conventional optical fibres to unprecedented nanoscale light manipulations by integrating metasurfaces on the fibre tips, becoming an emerging light-coupling platform for both the nanoscience and fibre optics ...
Lei Zhang +23 more
doaj +1 more source
Plug-and-play macroscopes [PDF]
Communications of the ACM, 2011 Compose "dream tools" from continuously evolving bundles of software to make sense of complex scientific data sets.
openaire +1 more source
On the Contractivity of Plug-and-Play Operators
IEEE Signal Processing Letters, 2023 In plug-and-play (PnP) regularization, the proximal operator in algorithms such as ISTA and ADMM is replaced by a powerful denoiser. This formal substitution works surprisingly well in practice. In fact, PnP has been shown to give state-of-the-art results for various imaging applications.
Chirayu D. Athalye +2 more
openaire +3 more sources
Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN Regularization
, 2021 Due to the importance in many military and civilian applications, hyperspectral anomaly detection has attracted remarkable interest. Low-rank representation (LRR)-based anomaly detectors use the low-rank property to represent background pixels, and ...
Jia, Sen +11 more
core +1 more source