Why localized control matters in learned deformation models
A practical note on why global latent variables are often too entangled for editable deformation modeling, and how localized control changes the user experience.
Research Blog
Shape analysis, deformation modeling, and 3D generative methods, written with diagrams, equations, and implementation detail.
Featured
Three entry points into the kinds of geometric problems explored here.
A practical note on why global latent variables are often too entangled for editable deformation modeling, and how localized control changes the user experience.
A didactic introduction to functional maps, focused on why the formulation is compact, elegant, and still subtle in practice.
A guided tour of what it really means to interpolate between shapes, and why correspondence, representation, and regularization matter more than the blend itself.
Archive
A growing collection of essays around geometric learning, motion, and 3D representation.
A practical note on why global latent variables are often too entangled for editable deformation modeling, and how localized control changes the user experience.
A didactic introduction to functional maps, focused on why the formulation is compact, elegant, and still subtle in practice.
A guided tour of what it really means to interpolate between shapes, and why correspondence, representation, and regularization matter more than the blend itself.