Image Restoration

Deep Lucas-Kanade Homography for Multimodal Image Alignment CVPR 2021 Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021 Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging AAAI 2021 Deep Reparametrization of Multi-Frame Super-Resolution and Denoising ICCV 2021 Deep Self-Dissimilarities as Powerful Visual Fingerprints NeurIPS 2021 DeFlow: Learning Complex Image Degradations From Unpaired Data With Conditional Flows CVPR 2021 DeFMO: Deblurring and Shape Recovery of Fast Moving Objects CVPR 2021 Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image ICCV 2021 Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021 Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging ICCV 2021 Depth Completion Using Plane-Residual Representation CVPR 2021 Designing a Practical Degradation Model for Deep Blind Image Super-Resolution ICCV 2021 Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021 Direction-aware Feature-level Frequency Decomposition for Single Image Deraining IJCAI 2021 Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing WACV 2021 Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer CVPR 2021 Dual-Camera Super-Resolution With Aligned Attention Modules ICCV 2021 Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021 Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration CVPR 2021 DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution WACV 2021 Dynamic Attentive Graph Learning for Image Restoration ICCV 2021 Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields ICCV 2021 Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution ICCV 2021 DynaVSR: Dynamic Adaptive Blind Video Super-Resolution WACV 2021 ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation ICCV 2021