Search Results for author: Prasad Gabbur

Found 2 papers, 1 papers with code

Improved DDIM Sampling with Moment Matching Gaussian Mixtures

no code implementations8 Nov 2023 Prasad Gabbur

For example on ImageNet 256x256, using 10 sampling steps, we achieve a FID of 6. 94 and IS of 207. 85 with a GMM kernel compared to 10. 15 and 196. 73 respectively with a Gaussian kernel.

Denoising

Probabilistic Attention for Interactive Segmentation

1 code implementation NeurIPS 2021 Prasad Gabbur, Manjot Bilkhu, Javier Movellan

We provide a probabilistic interpretation of attention and show that the standard dot-product attention in transformers is a special case of Maximum A Posteriori (MAP) inference.

Interactive Segmentation Segmentation +1

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