Adversarial Net Papers

The classic Generative Adversarial Networks

2D Object Detection Papers

Deep Learning 2D Object Detection

2D Semantic Segmentation Papers

Awesome-Semantic-Segmentation

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Older Papers

1701.07274：DEEP REINFORCEMENT LEARNING: AN OVERVIEW
1604.07379/cvpr2016：Context Encoders: Feature Learning by Inpainting
1607.07539：Semantic Image Inpainting with Deep Generative Models
1609.04802：Photo-Realistic Single Image Super-Resolution Using a GAN
1611.09969：High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
1612.00005：Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
1701.00160：NIPS 2016 Tutorial: Generative Adversarial Networks
1703.06211：Deformable Convolutional Networks
1703.06870：Mask R-CNN
1711.10925/Deep_Image_Prior：Deep Image Prior
1804.07723：Image Inpainting for Irregular Holes Using Partial Convolutions
1712.04646：Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions
1611.05271：DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification

1608.00207：LEARNING DEEP REPRESENTATION FROM COARSE TO FINE FOR FACE ALIGNMENT
1604.02878：Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
1408.3967：Learning Deep Representation for Face Alignment with Auxiliary Attributes
1406.4773：Deep Learning Face Representation by Joint Identification-Verification

1505.04597：U-Net: Convolutional Networks for Biomedical Image Segmentation
1611.07004：Image-to-Image Translation with Conditional Adversarial Networks
1803.05619：Fast End-to-End Trainable Guided Filter

SAN_CVPR2018：Style Aggregated Network for Facial Landmark Detection
1805.10483_CVPR2018：Look at Boundary: A Boundary-Aware Face Alignment Algorithm
1603.06937_ECCV2016：Stacked Hourglass Networks for Human Pose Estimation
1603.09065：Structured Feature Learning for Pose Estimation
DMP_CVPR16：End-to-End Learning of Deformable Mixture of Parts and Deep CNN for Human Pose Estimation
1707.02439：Self Adversarial Training for Human Pose Estimation
1705.00389：Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation

1502.03167_BN：Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
1607.06450_LN：Layer Normalization
1607.08022_IN：Instance Normalization: The Missing Ingredient for Fast Stylization
1803.08494_GN：Group Normalization
1806.10779_SN：Differentiable Learning-to-Normalize via Switchable Normalization