Image Restoration

Constrained Probabilistic Mask Learning for Task-Specific Undersampled MRI Reconstruction WACV 2024 Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure AAAI 2024 Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World CVPR 2024 Contrastive Learning for Low-Light Raw Denoising (Student Abstract) AAAI 2024 Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval IJCAI 2024 Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model WACV 2024 Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images WACV 2024 Coordinate-Aware Modulation for Neural Fields ICLR 2024 Correlation Matching Transformation Transformers for UHD Image Restoration AAAI 2024 CosAE: Learnable Fourier Series for Image Restoration NeurIPS 2024 CoSeR: Bridging Image and Language for Cognitive Super-Resolution CVPR 2024 COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation NeurIPS 2024 Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening IJCAI 2024 Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation NeurIPS 2024 CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024 CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data CVPR 2024 DDAE: Towards Deep Dynamic Vision BERT Pretraining AAAI 2024 DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor NeurIPS 2024 Deblur-NSFF: Neural Scene Flow Fields for Blurry Dynamic Scenes WACV 2024 DeblurSR: Event-Based Motion Deblurring under the Spiking Representation AAAI 2024 DECDM: Document Enhancement Using Cycle-Consistent Diffusion Models WACV 2024 Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera AAAI 2024 Deep Equilibrium Diffusion Restoration with Parallel Sampling CVPR 2024 DeepLight: Reconstructing High-Resolution Observations of Nighttime Light With Multi-Modal Remote Sensing Data IJCAI 2024 Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network AAAI 2024