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Learning Representations via Graph-structured Networks
Introduce a series of effective graph-structured networks, including non-local neural networks, spatial generalized propagation networks, etc.
graph-neural-networks graph-structured-networks non-local-neural-networks spatial-generalized-propagation-networks
Epipolar Transformers
Differentiable "epipolar transformer", which enables the 2D detector to leverage 3D-aware features to improve 2D pose estimation.
pose-estimation 3d epipoplar transformers
3D Photography using Context-aware Layered Depth Inpainting
A multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view.
3d image-generation inpainting design
AI for 3D Generative Design
Making the design process faster and more efficient by generating 3D objects from natural language descriptions.
natural-language-processing 3d variational-autoencoders computer-vision
Beyond the Pixel Plane: Sensing and Learning in 3d
Recent deep learning techniques that enable 3D object classification and semantic segmentation.
3d autonomous-vehicles semantic-segmentation object-classification
3D Ken Burns Effect from a Single Image
Implementation of 3D Ken Burns Effect from a Single Image using PyTorch.
ken-burns-effect 3d image-processing computer-vision
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