3 citations · 4 across the 3 of their papers we have counts for
3 papers
RAVEN: Multitask Retrieval Augmented Vision-Language Learning
Varun Nagaraj Rao, Siddharth Choudhary, Aditya Deshpande +2
The scaling of large language models to encode all the world's knowledge in model parameters is unsustainable and has exacerbated resource barriers. Retrieval-Augmented Generation…
Authoring image decompositions with generative models
Jason Rock, Theerasit Issaranon, Aditya Deshpande +1
We show how to extend traditional intrinsic image decompositions to incorporate further layers above albedo and shading. It is hard to obtain data to learn a multi-layer decomposit…
CDVAE: Co-embedding Deep Variational Auto Encoder for Conditional Variational Generation
Jiajun Lu, Aditya Deshpande, David Forsyth
Problems such as predicting a new shading field (Y) for an image (X) are ambiguous: many very distinct solutions are good. Representing this ambiguity requires building a condition…