扩散模型中的class-conditional image synthesis是指在生成图像时，同时指定图像的类别。例如，可以指定生成...
| ImageNet | Class-conditional Image Synthesis | LDM-VQ-8 (200 DDIM steps, eta=1) | 7.77(7.76)* /15.82** | 201.56(209.52)* /78.82** | 0.84* / 0.65** | 0.35* / 0.63** | https://ommer-lab.com/files/latent-diffusion/cin.zip | *: w/ guiding, classifier_scale 10 **: w/o...
We present a method for projecting an input image into the space of a class-conditional generative neural network. We propose a method that optimizes for transformation to counteract the model biases in generative neural networks. Specifically, we demons
Left-hand column: ρ = 0 9 (ambient);the second, third and fourth columns show the effect of assign-ing large values to a selection of individual lighting parameters.Results in each column share the same set of lighting parameters.method of synthesising realistic images that may be used to...
class-conditional image synthesis 是一种可以生成具有特定类别特征的图像的方法。class-conditional image ...
Conditional Image Synthesis with Auxiliary Classifier GANs. In Proceedings of the International Conference on Machine Learning, Sydney, Australia, 6–11 August 2017; Volume 70, pp. 2642–2651. [Google Scholar] Nguyen, A.; Clune, J.; Bengio, Y.; Dosovitskiy, A.; Yosinski, J. Plug & play...
Full size image Fig. 2 Bias jitter plots for the combinations with sensitivity = LLHH and varying specificities ([Math Processing Error]\unicode[Times]x03C0=0.5, [Math Processing Error]\unicode[Times]x03C9=0.5, [Math Processing Error]nobs=2000). The grey points represent median bias, and...
Image Synthesis with Semantic Diffusion Guidance》就尝试使用了其他信息，其中包括在多模态领域应用比较广...
只是呢，图像生成领域应该是沿袭了以前的称呼，把这些nlp里面称之为prompt的东西还是叫成class-condition ...