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cs.LG2023
Multi-Operational Mathematical Derivations in Latent Space
Marco Valentino, Jordan Meadows, Lan Zhang +1
This paper investigates the possibility of approximating multiple mathematical operations in latent space for expression derivation. To this end, we introduce different multi-opera…
cs.LG2021
The Neglected Sibling: Isotropic Gaussian Posterior for VAE
Lan Zhang, Wray Buntine, Ehsan Shareghi
Deep generative models have been widely used in several areas of NLP, and various techniques have been proposed to augment them or address their training challenges. In this paper,…