6 citations · 6 across the 6 of their papers we have counts for
3 papers · 1 filter
Pristine Models
Anirudh Sundara Rajan, Krishna Kumar Singh, Richard Zhang +1
Training on broad, unfiltered data enables high-quality image generation, but can also teach models concepts that should not be generated; restricting the training data ensures saf…
From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing
Anirudh Sundara Rajan, Krishna Kumar Singh, Yong Jae Lee
Modern image editing models produce realistic results but struggle with abstract, multi step instructions (e.g., ``make this advertisement more vegetarian-friendly''). Prior agent…
Reasoning-Augmented Representations for Multimodal Retrieval
Jianrui Zhang, Anirudh Sundara Rajan, Brandon Han +3
Universal Multimodal Retrieval (UMR) seeks any-to-any search across text and vision, yet modern embedding models remain brittle when queries require latent reasoning (e.g., resolvi…