Latent Diffusion Prior Enhanced Deep Unfolding forSnapshot Spectral Compressive Imagingdoi:10.1007/978-3-031-73414-4_10Snapshot compressive spectral imaging reconstruction aims to reconstruct three-dimensional spatial-spectral images from a single-shot two-dimensional compressed measurement. Existing state-of...
PiTe: Pixel-Temporal Alignment for Large Video-Language Model, https://arxiv.org/abs/2409.07239 Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging , https://github.com/Zongliang-Wu/LADE-DUN PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding ...
但是其实OpenAI 从 clip 这篇论文就说过这种自回归的模型,这种预测性的模型,它的这个训练效率太低了,就是为了让这个训练变得更快速,他们还使用了很多技巧,比如说PCA降维之类的,但因为最后他也没有讲太多的这个结果,对这里我们就不太细说这个自回归的这个 prime 模型,我们主要就是来看一下这个 diffusion prior 长什...
Crystals were obtained by the hanging drop vapor diffusion technique: 2.5 μl of protein sample was mixed with 1 μl of a well solution containing 2.0 m NaCl, 100 mm bis-Tris, pH 6.8. The drop was allowed to equilibrate over a reservoir containing well solution. Prior to data collection,...
首先训练一个diffusion decoder用于逆转clip的image encoder,然后训练了一个prior model用于从给定文本生成clip的image embedding,二者一串就是个文生图新框架。对比了上一代dalle和GLIDE,结论是吊打。 Decoder: 调整了之前GLIDE的结构,把clip emb加入到existing时间步的emb里面去,也把clip emb投影成4个额外的token concat...
Furthermore, we also demonstrate that our model provides a strong multi-view prior and can serve as a base to finetune a multi-view diffusion model that generates multiple consistent views of an object in a feedforward manner and outperforms specialized novel view synthesis methods such as Zero...
The counting process is also characterized as a drift–diffusion process, with a combination of individual and item-level effects. A min counting strategy is assumed to be used, where the counting is initiated from the larger addend to count up\(n_k\)steps to the total, where\(n_k\)is...
However, like their predecessors, these T2I diffusion priors are also parameter-heavy, with around 1 billion parameters. Until recently, ECLIPSE [31] showed that it is possible to compress this 1B parameter of the T2I prior model down to 33M by removing the diffusion modeling. Table 1: A ...
To reduce the concentration, we designed DoBAPO, a modified, lipophilic compound that can enter the cell by passive diffusion as it is commonly used in various transfection methods31,32. The poor water solubility of DoBAPO was overcome by the addition of polysorbate 20 leading to micelle ...
induce epileptiform activity (Schneider and de Lores Arnaiz, 2013). Infusion was conducted over 75 s, with injectors left in place for 60 s to allow for diffusion from cannula tips. Lever Press Training For all experiments, rats were initially trained to press the left lever for sucrose...