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Karran Pandey

2 accepted papers

2025

Motion Modes: What Could Happen Next?

CVPR 2025poster

Predicting diverse object motions from a single static image remains challenging, as current video generation models often entangle object movement with camera motion and other scene changes. While recent methods can predict specific motions from motion arrow input, they rely on synthetic data and p…

Cited by 1SourcePDFScholar
2024

Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D

CVPR 2024highlight

Diffusion handles is a novel approach to enable 3D object edits on diffusion images requiring only existing pre-trained diffusion models depth estimation without any fine-tuning or 3D object retrieval. The edited results remain plausible photo-real and preserve object identity. Diffusion handles add…

Cited by 20SourcePDFScholar