Tag · generative-adversarial-network

Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings

Abstract We present a method for generating colored 3D shapes from natural language. To this end, we first learn joint embeddings of freeform text descriptions and colored 3D s...

3d-reconstructiongenerative-adversarial-networknatural-language-processing

Weakly Supervised 3D Reconstruction with Manifold Constraint

Volumetric 3D reconstruction has witnessed a significant progress in performance through the use of deep neural network based methods that address some of the limitations of tra...

generative-adversarial-network3d-reconstruction