Author

Kyle Spence

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#machine learning Conference Open access Sep 2026

STEPS: Scene Text Editing with Preserved Style Using Diffusion and Contrastive Style Encoding

We introduce Scene Text Editing with Preserved Style (STEPS), a novel diffusion model architecture for quality text replacement in images. Scene Text Editing (STE), also known as Visual Text Editing, consists of changing the textual content in an image while conserving the original style, e.g. font, colors, orientation...

Nicolas Thiébaut, Nameer Hirschkind, Xiao Yu et al. · Pacific-Asia Conference on K... · 0 citations

Preprint Aug 2026

BLARM: Animating 3D Objects from Video via Blending Latent Rigid Motion Primitives

We introduce BLARM, a feed-forward method for video-driven 3D mesh animation. Given a monocular video and a static object mesh, BLARM predicts a temporally coherent animated mesh whose motion follows the video. Rather than relying on explicit rigs or directly regressing high-dimensional vertex motion, we represent anim...

Pradyumn Goyal, Yizhak Ben-Shabat, Hsueh-Ti Derek Liu et al. · 0 citations