LASAGNA produces layered images with integrated visual effects in a single pass, enabling drift-free edits via alpha compositing while releasing a 48K dataset and a 242-sample benchmark.
ObjectClear: Complete object removal via object-effect attention,
3 Pith papers cite this work. Polarity classification is still indexing.
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WorldAct activates monolithic 3D worlds into interactive scenes via multimodal agent-guided decomposition, geometrically aligned mesh reconstruction, and 3D inpainting.
ShowMak3r reconstructs dynamic TV show scenes from video using 3D actor localization, shot matching, and expression fitting to enable new camera views and scene edits.
citing papers explorer
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A Unified and Controllable Framework for Layered Image Generation with Visual Effects
LASAGNA produces layered images with integrated visual effects in a single pass, enabling drift-free edits via alpha compositing while releasing a 48K dataset and a 242-sample benchmark.
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WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes
WorldAct activates monolithic 3D worlds into interactive scenes via multimodal agent-guided decomposition, geometrically aligned mesh reconstruction, and 3D inpainting.
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ShowMak3r: Compositional TV Show Reconstruction
ShowMak3r reconstructs dynamic TV show scenes from video using 3D actor localization, shot matching, and expression fitting to enable new camera views and scene edits.