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Disentanglement

This is an approach to solve a diverse set of tasks in a data efficient manner by disentangling (or isolating ) the underlying structure of the main problem into disjoint parts of its representations. This disentanglement can be done by focussing on the "transformation" properties of the world(main problem)

Papers

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Showing 881–890 of 1854 papers

TitleStatusHype
A Compact and Semantic Latent Space for Disentangled and Controllable Image EditingCode0
Resetting a fixed broken ELBO—0
Robust Geometry and Reflectance Disentanglement for 3D Face Reconstruction from Sparse-view Images—0
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns—0
VOODOO 3D: Volumetric Portrait Disentanglement for One-Shot 3D Head Reenactment—0
GenDeF: Learning Generative Deformation Field for Video Generation—0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays—0
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing—0
Text Attribute Control via Closed-Loop Disentanglement—0
Benchmarking and Enhancing Disentanglement in Concept-Residual Models—0
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