GitHub

pmf_model_origin.py

self.U = 0.1*self.random_state.rand(np.size(R, 0), latent_size) self.V = 0.1*self.random_state.rand(np.size(R, 1), latent_size) loss = np.sum(self.I*(self.R-np.dot ...
GitHub

PMF: Progressively Modality Freezing for Multi-Modal Entity Alignment

We presented the Progressive Modality Freezing (PMF) model to advance Multi-Modal Entity Alignment. By measuring and evaluating the relevance of various modalities, PMF progressively freezes features ...
IEEE

Point-Mass Filtering With Boundary Flow and Its Application to Terrain Referenced Navigation

Abstract: Point-mass filter (PMF) is a numerical Bayesian filtering algorithm that estimates the probability density of state variables using a deterministically defined grid on state space. An ...
IEEE

Self-Supervised Poisson-Gaussian Denoising

Abstract: We extend the blindspot model for self-supervised de-noising to handle Poisson-Gaussian noise and introduce an improved training scheme that avoids hyperparameters and adapts the denoiser to ...