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Found 10 papers, 2 papers with code
LatentPaint: Image Inpainting in Latent Space with Diffusion Models
Image inpainting is generally done using either a domain-specific (preconditioned) model or a generic model that is postconditioned at inference time.
Network-Free, Unsupervised Semantic Segmentation With Synthetic Images
We derive a method that yields highly accurate semantic segmentation maps without the use of any additional neural network, layers, manually annotated training data, or supervised training.
Near Perfect GAN Inversion
To edit a real photo using Generative Adversarial Networks (GANs), we need a GAN inversion algorithm to identify the latent vector that perfectly reproduces it.
Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features
We present a method for finding paths in a deep generative model's latent space that can maximally vary one set of image features while holding others constant.
Detail Me More: Improving GAN's Photo-Realism of Complex Scenes
Generative models can synthesize photo-realistic images of a single object.
Semantic Video CNNs through Representation Warping
A key insight of this work is that fast optical flow methods can be combined with many different CNN architectures for improved performance and end-to-end training.
Video Propagation Networks
We propose a 'Video Propagation Network' that processes video frames in an adaptive manner.
Ranked #72 on
Semi-Supervised Video Object Segmentation
on DAVIS 2016
Efficient 2D and 3D Facade Segmentation using Auto-Context
This paper introduces a fast and efficient segmentation technique for 2D images and 3D point clouds of building facades.
Superpixel Convolutional Networks using Bilateral Inceptions
We introduce a new 'bilateral inception' module that can be inserted in existing CNN architectures and performs bilateral filtering, at multiple feature-scales, between superpixels in an image.
A MRF Shape Prior for Facade Parsing With Occlusions
We present a new shape prior formalism for segmentation of rectified facade images.
