Search Results for author: Prakanshul Saxena

Found 2 papers, 0 papers with code

StyleSplat: 3D Object Style Transfer with Gaussian Splatting

no code implementations12 Jul 2024 Sahil Jain, Avik Kuthiala, Prabhdeep Singh Sethi, Prakanshul Saxena

We then use a nearest-neighbor feature matching loss to finetune the Gaussians of the selected objects, aligning their spherical harmonic coefficients with the style image to ensure consistency and visual appeal.

Object Style Transfer

DiffusionPID: Interpreting Diffusion via Partial Information Decomposition

no code implementations7 Jun 2024 Rushikesh Zawar, Shaurya Dewan, Prakanshul Saxena, Yingshan Chang, Andrew Luo, Yonatan Bisk

Text-to-image diffusion models have made significant progress in generating naturalistic images from textual inputs, and demonstrate the capacity to learn and represent complex visual-semantic relationships.

Denoising

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