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cs.CV2024
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
Avideep Mukherjee, Soumya Banerjee, Piyush Rai +1
Diffusion-based models demonstrate impressive generation capabilities. However, they also have a massive number of parameters, resulting in enormous model sizes, thus making them u…
cs.CV2021
Attentive Contractive Flow with Lipschitz-constrained Self-Attention
Avideep Mukherjee, Badri Narayan Patro, Vinay P. Namboodiri
Normalizing flows provide an elegant method for obtaining tractable density estimates from distributions by using invertible transformations. The main challenge is to improve the e…