Isotropic multi-scale neuronal reconstruction from high-ratio expansion microscopy with contrastive unsupervised deep generative models.
Gary Han ChangMeng-Yun WuLing-Hui YenDa-Yu HuangYa-Hui LinYi-Ru LuoYa-Ding LiuBin XuKam W. LeongWen-Sung LaiAnn-Shyn ChiangKuo-Chuan WangChin-Hsien LinShih-Luen WangLi-An ChuPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- generative model
- multiscale
- deep belief networks
- semi supervised
- probabilistic model
- discriminative learning
- mixture model
- unsupervised learning
- high resolution
- hierarchical hidden markov models
- discriminative models
- prior knowledge
- sparse coding
- supervised learning
- em algorithm
- weakly supervised
- natural images
- maximum entropy principle
- object categories
- machine learning
- information retrieval
- image segmentation
- deep learning
- latent dirichlet allocation
- topic models
- pairwise
- bag of words
- face recognition
- conditional random fields
- restricted boltzmann machine
- representational power
- active learning
- generative and discriminative models
- expectation maximization