| Two-stream Decoder Feature Normality Estimating Network for Industrial Anomaly Detection | Feb 20, 2023 | Anomaly DetectionDecoder | —Unverified | 0 |
| UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification | Jan 1, 2025 | Image ReconstructionSelf-Supervised Learning | —Unverified | 0 |
| Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction | Oct 6, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion | Jan 12, 2021 | Image ReconstructionMulti Focus Image Fusion | —Unverified | 0 |
| UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation | Aug 13, 2021 | DecoderImage Reconstruction | —Unverified | 0 |
| Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces | Dec 12, 2020 | Image ReconstructionInverse Rendering | —Unverified | 0 |
| Uncertainty Analysis in SPECT Reconstruction based on Probabilistic Programming | Aug 19, 2020 | Image ReconstructionProbabilistic Programming | —Unverified | 0 |
| Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz | May 12, 2023 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| Uncertainty Quantification for Deep Unrolling-Based Computational Imaging | Jul 2, 2022 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry | Oct 30, 2024 | AstronomyImage Reconstruction | —Unverified | 0 |
| UnDEMoN 2.0: Improved Depth and Ego Motion Estimation through Deep Image Sampling | Nov 27, 2018 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Understanding Untrained Deep Models for Inverse Problems: Algorithms and Theory | Feb 25, 2025 | Image Reconstruction | —Unverified | 0 |
| Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution | Mar 4, 2025 | Dataset GenerationImage Reconstruction | —Unverified | 0 |
| UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity | Aug 14, 2023 | AllBrain Decoding | —Unverified | 0 |
| Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation | Jul 19, 2020 | Image ReconstructionOrgan Segmentation | —Unverified | 0 |
| Unified Supervised-Unsupervised (SUPER) Learning for X-ray CT Image Reconstruction | Oct 6, 2020 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Uniformly Sampled Polar and Cylindrical Grid Approach for 2D, 3D Image Reconstruction using Algebraic Algorithm | Aug 27, 2022 | Image Reconstruction | —Unverified | 0 |
| Universal Generative Modeling in Dual-domain for Dynamic MR Imaging | Dec 15, 2022 | Image Reconstruction | —Unverified | 0 |
| Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction | Dec 11, 2024 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning | Mar 15, 2022 | Contrastive LearningDisentanglement | —Unverified | 0 |
| Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling | Apr 27, 2024 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN | Jul 7, 2020 | Computed Tomography (CT)Disentanglement | —Unverified | 0 |
| Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement | May 17, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Self-supervised Deep Unrolled Reconstruction Using Regularization by Denoising | May 7, 2022 | Deep LearningDenoising | —Unverified | 0 |
| GAN Inversion for Image Editing via Unsupervised Domain Adaptation | Nov 22, 2022 | Domain AdaptationImage Reconstruction | —Unverified | 0 |
