Duygu Ceylan

Generative image editing sliders now offer a smooth, predictable perceptual journey, eliminating jarring jumps and imperceptible stretches.

Geometry-aware object motion can now be achieved with minimal supervision, preserving identity and realism even under significant spatial displacements.

Forget geometric LODs: tokenizing 3D shapes by semantic salience unlocks SOTA reconstruction and efficient autoregressive generation with 10x-1000x fewer tokens.