| USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting | Nov 15, 2024 | 3DGS3D Reconstruction | CodeCode Available | 0 |
| Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation | Apr 18, 2019 | DemosaickingDenoising | CodeCode Available | 0 |
| Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning | Dec 17, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Deep convolutional neural network compression via coupled tensor decomposition | Nov 16, 2020 | Image ReconstructionNeural Network Compression | CodeCode Available | 0 |
| General Phase Regularized Reconstruction using Phase Cycling | Sep 15, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| A Neural Network for Semigroups | Mar 12, 2021 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Slicing the Gaussian Mixture Wasserstein Distance | Apr 11, 2025 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Efficient and accurate inversion of multiple scattering with deep learning | Mar 18, 2018 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks | Jul 13, 2023 | Image ReconstructionInductive Bias | CodeCode Available | 0 |
| DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution | Jun 11, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRI | Mar 13, 2023 | compressed sensingDiagnostic | CodeCode Available | 0 |
| EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity Labels | Jun 11, 2024 | EEGimage-classification | CodeCode Available | 0 |
| Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models | Sep 8, 2023 | Brain DecodingEEG | CodeCode Available | 0 |
| SMUG: Towards robust MRI reconstruction by smoothed unrolling | Mar 14, 2023 | Adversarial Defenseimage-classification | CodeCode Available | 0 |
| Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? | Nov 8, 2018 | CT ReconstructionDeep Learning | CodeCode Available | 0 |
| CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction | Jun 20, 2023 | Image EnhancementImage Reconstruction | CodeCode Available | 0 |
| Targeted Image Reconstruction by Sampling Pre-trained Diffusion Model | Jan 18, 2023 | Image Reconstruction | CodeCode Available | 0 |
| Decoding fMRI Data into Captions using Prefix Language Modeling | Jan 5, 2025 | Brain DecodingImage Captioning | CodeCode Available | 0 |
| Cross Spectral Image Reconstruction Using a Deep Guided Neural Network | Jun 27, 2023 | Data AugmentationImage Reconstruction | CodeCode Available | 0 |
| Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement Systems | Feb 11, 2025 | Image Reconstructionobject-detection | CodeCode Available | 0 |
| Multi-view Gradient Consistency for SVBRDF Estimation of Complex Scenes under Natural Illumination | Feb 25, 2022 | DisentanglementImage Reconstruction | CodeCode Available | 0 |
| Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction | Jul 2, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Generalized Least Squares Kernelized Tensor Factorization | Dec 9, 2024 | Image InpaintingImage Reconstruction | CodeCode Available | 0 |
| Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction | Oct 8, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Reconstruction of three-dimensional porous media using generative adversarial neural networks | Apr 11, 2017 | Computational EfficiencyImage Reconstruction | CodeCode Available | 0 |
