论文链接:Neural Diffusion Processes 源码链接:github.com/vdutor/neura 论文总结 动机 这篇文章的主要动机是提出并介绍一种新型的生成模型——神经扩散过程(NDPs)。NDPs旨在解决现有方法在学习和建模函数分布方面的局限性,特别是在处理超出高斯过程(GPs)能力范围的复杂函数时。 主要贡献点及实现方法 神经扩散过程(ND...
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Latent Diffusion for Neural Spiking Data [paper] [arxiv] [paper with code] Spiking Transformer with Experts Mixture [paper] Autonomous Driving with Spiking Neural Networks [paper] [arxiv] [paper with code] [code] Rethinking the Dynamics of Spiking Neural Networks [paper] Spiking Graph Neu...
All recordings were pre-processed using the CatGT tool (B. Karsh,https://billkarsh.github.io/SpikeGLX/#catgt) to common average reference (CAR) recorded voltage traces per-probe and to zero out any transient electrical artifacts remaining after CAR (command-line option: -gfix=0.40,0.10,0.02...
Diffusion involving atom transport from one location to another governs many important processes and behaviors such as precipitation and phase nucleation. The inherent chemical complexity in compositionally complex materials poses challenges for mod
Computational models for cognitive processes often involve drift-diffusion approaches (Ratcliff 1978; Ratcliff and McKoon 2007), cognitive architectures such as ACT-R (Anderson et al. 2004), automata theory (Hopcroft and Ullman 1979), dynamical systems (van Gelder 1998; Kelso 1995; Rabinovich and...
Code availability The code and downscaled data relative to the presented work is archived at the following GitHub https://github.com/fmerizzi/ERA5-to-CERRA-via-Diffusion-Models/. We also provide the full list of the environmental libraries and respective versions....
Download the h5 file (too large to upload to Github): https://drive.google.com/open?id=19yICdtSbU_YkQBRxJ2if9KJwUL1oY5xs 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:30 Help deeplizard add video timestamps - See ...
For ϵˆθ, we use an off-the-shelf latent diffusion model [53], finetuned to condition on CLIP image embeddings [47]1. We found that CLIP contains a represen- 1https://github.com/justinpinkney/stable-diffusion Figure 5. Datasets: Top-left: VizDoom [...
2prime/ODE-DLgithub.com/2prime/ODE-DL/blob/master/Paperlist.md Deep Learning And ODE A very early paper using differential equation to design residual like network Chen Y, Yu W, Pock T. On learning optimized reaction diffusion processes for effective image restoration CVPR2015 ...