Visual Object Networks: Image Generation with Disentangled 3D Representation paper:https://arxiv.org/pdf/1812.02725.pdf github:https://github.com/junyanz/VON

A Variational U-Net for Conditional Appearance and Shape Generation /n paper : http://openaccess.thecvf.com/content_cvpr_2018/papers/Esser_A_Variational_U-Net_CVPR_2018_paper.pdf

TextureGAN: Controlling Deep Image Synthesis with Texture Patches /n paper: http://openaccess.thecvf.com/content_cvpr_2018/papers/Xian_TextureGAN_Controlling_Deep_CVPR_2018_paper.pdf

ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes paper : http://openaccess.thecvf.com/content_cvpr_2018/papers/Chen_ROAD_Reality_Oriented_CVPR_2018_paper.pdf

3D-RCNN: Instance-level 3D Object Reconstruction via Render-and-Compare paper : http://openaccess.thecvf.com/content_cvpr_2018/papers/Kundu_3D-RCNN_Instance-Level_3D_CVPR_2018_paper.pdf

Github https://github.com/zhaoxin94/awsome-domain-adaptation

Super-Identity Convolutional Neural Network for Face Hallucination paper : https://arxiv.org/pdf/1811.02328.pdf

Single-Image-Super-Resolution Github:https://github.com/YapengTian/Single-Image-Super-Resolution

Training deep learning based denoisers without ground truth data https://papers.nips.cc/paper/7587-training-deep-learning-based-denoisers-without-ground-truth-data

Video-to-Video Synthesis https://papers.nips.cc/paper/7391-video-to-video-synthesis.pdf

A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes https://arxiv.org/pdf/1812.09953.pdf

3D Scene Parsing via Class-Wise Adaptation https://arxiv.org/pdf/1812.03622.pdf

Towards Accurate Task Accomplishment with Low-Cost Robotic Arms https://arxiv.org/pdf/1812.00725.pdf

Implicit 3D Orientation Learning for 6D Object Detection from RGB Images http://openaccess.thecvf.com/content_ECCV_2018/papers/Martin_Sundermeyer_Implicit_3D_Orientation_ECCV_2018_paper.pdf

VADRA: Visual Adversarial Domain Randomization and Augmentation https://arxiv.org/pdf/1812.00491.pdf

DOMAIN ADAPTATION FOR STRUCTURED OUTPUT VIA DISCRIMINATIVE PATCH REPRESENTATIONS https://arxiv.org/pdf/1901.05427.pdf

Contrastive Adaptation Network for Unsupervised Domain Adaptation https://arxiv.org/pdf/1901.00976.pdf

On Minimum Discrepancy Estimation for Deep Domain Adaptation https://arxiv.org/pdf/1901.00282.pdf

Artistic Object Recognition by Unsupervised Style Adaptation https://arxiv.org/pdf/1812.11139.pdf

Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach https://arxiv.org/pdf/1812.05040.pdf

Deep Visual Domain Adaptation: A Survey https://arxiv.org/pdf/1802.03601v4.pdf

Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training http://openaccess.thecvf.com/content_ECCV_2018/papers/Yang_Zou_Unsupervised_Domain_Adaptation_ECCV_2018_paper.pdf