Image Restoration

Unprocessing Images for Learned Raw Denoising CVPR 2019 Unsupervised Adversarial Image Reconstruction ICLR 2019 Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning CVPR 2019 Unsupervised Domain-Specific Deblurring via Disentangled Representations CVPR 2019 Using Unknown Occluders to Recover Hidden Scenes CVPR 2019 Vision-Infused Deep Audio Inpainting ICCV 2019 Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution ICCV 2019 What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ICCV 2019 When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images CVPR 2019 Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019 World From Blur CVPR 2019 Zoom to Learn, Learn to Zoom CVPR 2019 Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR 2018 Adversarial Regularizers in Inverse Problems NeurIPS 2018 A High-Quality Denoising Dataset for Smartphone Cameras CVPR 2018 A Normalized Convolutional Neural Network for Guided Sparse Depth Upsampling IJCAI 2018 Aperture Supervision for Monocular Depth Estimation CVPR 2018 A Real-time Augmented Reality Surgical System for Overlaying Stiffness Information RSS 2018 A Revised Underwater Image Formation Model CVPR 2018 Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR 2018 Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR 2018 Burst Denoising With Kernel Prediction Networks CVPR 2018 Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification IJCAI 2018 Classification-Driven Dynamic Image Enhancement CVPR 2018 CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition CVPR 2018