- (12/2020) Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
- (11/2020) Image Inpainting with Learnable Feature Imputation
- (09/2020) Texture Memory-Augmented Deep Patch-Based Image Inpainting
- (10/2019) Free-Form Image Inpainting with Gated Convolution
- gated convolution to learn dynamic feature selection
- patch-based GAN discriminator (SN-PatchGAN)
- (05/2019) Coherent Semantic Attention for Image Inpainting
- (01/2019) EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning
- (12/2018) Image Inpainting for Irregular Holes Using Partial Convolutions
- inpainting independent of the hole initialization values and without any additional post- processing
- inpainting with irregular masks: partial convolution layer
- (10/2018) Image Inpainting via Generative Multi-column Convolutional Neural Networks
- generator with multiple parallel encoder-decoder branches
- ID-MRF regularization in training phrase to address semantic structure matching
- confidence driven reconstruction loss
- (04/2018) Shift-Net: Image Inpainting via Deep Feature Rearrangement
- shift-connection layer: connect encoder feature of known regions to decoder features of missing regions
- (03/2018) Generative Image Inpainting with Contextual Attention
- coarse-to-fine network architecture
- contextual attention to attento to related features from spatially distant locations.
- WGANS + spatially discounted reconstruction loss.
- great literature review (including spatial attention)
- (03/2018) Patch-Based Image Inpainting with Generative Adversarial Networks
- global GAN + patch GAN (Image-to-image translation with conditional adversarial networks)
- great literature review of image inpainting
- (11/2017) Deep Image Prior
- (07/2017) Globally and Locally Consistent Image Completion
- completion network + global context discriminator + local context discriminator
- (07/2017) Semantic Image Inpainting with Deep Generative Models
- (11/2016) High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
- context-encoder architecture; content loss/constraint + local textual constraint
- (11/2016) Context Encoders: Feature Learning by Inpainting
- encoder-decoder architecture; channel-wise fully connected layer; reconstruction loss + adverserial loss
- (10/2014) Mask-specific inpainting with deep neural networks
- (09/2014) Deep Convolutional Neural Network for Image Deconvolution
- (07/2009) PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing
- (07/2007) Scene Completion Using Millions of Photographs
- (2003) Learning how to inpaint from global image statistics
- (2001) Image Quilting for Texture Synthesis and Transfer
- (2001) Filling-In by Joint Interpolation of Vector Fields and Gray Levels
- (2001) Simultaneous structure and texture image inpainting
- (2000) Image inpainting