Diffusion Embedder is a simple recipe to train text encoders directly from diffusion LMs without the need of any transformation step. Diffusion LMs naturally possess bidirectional attention, which is ...

Abstract: Accurate segmentation of neurons in 3D fluorescence microscopy images is essential for advancing neuroscience. Prevalent methods split a volume into patches and process each patch separately ...

Abstract: Model fusion aims to integrate several deep neural network (DNN) models' knowledge into one by fusing parameters, and it has promising applications, such as improving the generalization of ...