Image Restoration

Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors ICLR 2021 A Theory of the Distortion-Perception Tradeoff in Wasserstein Space NeurIPS 2021 ATM: Attentional Text Matting WACV 2021 A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration NeurIPS 2021 Attention-Based Multi-Reference Learning for Image Super-Resolution ICCV 2021 Attention-based Pyramid Dilated Lattice Network for Blind Image Denoising IJCAI 2021 Attention-Guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton CVPR 2021 Auto-Exposure Fusion for Single-Image Shadow Removal CVPR 2021 Automated Symbolic Law Discovery: A Computer Vision Approach AAAI 2021 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021 BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond CVPR 2021 Benefiting From Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution WACV 2021 Blending Anti-Aliasing into Vision Transformer NeurIPS 2021 Blind Deblurring for Saturated Images CVPR 2021 Blur, Noise, and Compression Robust Generative Adversarial Networks CVPR 2021 Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging CVPR 2021 C2N: Practical Generative Noise Modeling for Real-World Denoising ICCV 2021 CANet: A Context-Aware Network for Shadow Removal ICCV 2021 Checkerboard Context Model for Efficient Learned Image Compression CVPR 2021 ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic CVPR 2021 CLCC: Contrastive Learning for Color Constancy CVPR 2021 Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation CVPR 2021 CodedStereo: Learned Phase Masks for Large Depth-of-Field Stereo CVPR 2021 COMISR: Compression-Informed Video Super-Resolution ICCV 2021 Conditional Generation Using Polynomial Expansions NeurIPS 2021