| Homotopic Gradients of Generative Density Priors for MR Image Reconstruction | Aug 14, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| How to Calibrate Your Event Camera | May 26, 2021 | Camera CalibrationImage Reconstruction | CodeCode Available | 1 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 |
| Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations | Jan 1, 2024 | AttributeImage Reconstruction | CodeCode Available | 1 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes | Feb 28, 2023 | Image ReconstructionVocal Bursts Valence Prediction | CodeCode Available | 1 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding | Feb 25, 2023 | Brain DecodingImage Generation | CodeCode Available | 1 |
| Image Compression with Recurrent Neural Network and Generalized Divisive Normalization | Sep 5, 2021 | DecoderImage Compression | CodeCode Available | 1 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow | Dec 12, 2021 | DemosaickingDenoising | CodeCode Available | 1 |
| BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction | Dec 22, 2023 | cross-modal alignmentEEG | CodeCode Available | 1 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | Oct 27, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Digging into Uncertainty in Self-supervised Multi-view Stereo | Aug 30, 2021 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 |
| An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation | Oct 27, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Learning Multiscale Convolutional Dictionaries for Image Reconstruction | Nov 25, 2020 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| Auto-Encoding Morph-Tokens for Multimodal LLM | May 3, 2024 | Image ReconstructionMORPH | CodeCode Available | 1 |
| Anatomical feature-prioritized loss for enhanced MR to CT translation | Oct 14, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| k-t CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image Reconstruction | Oct 17, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 1 |
| k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations | Jul 22, 2019 | Image Reconstruction | CodeCode Available | 1 |
| LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models | Jul 8, 2025 | DenoisingDiagnostic | CodeCode Available | 1 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 |
| Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? | Jan 17, 2022 | GAN image forensicsImage Generation | CodeCode Available | 1 |
| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
| Learning Affinity-Aware Upsampling for Deep Image Matting | Nov 29, 2020 | Image MattingImage Reconstruction | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR) | Dec 7, 2019 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder | May 4, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction | Feb 1, 2021 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| A Neural-Network-Based Convex Regularizer for Inverse Problems | Nov 22, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer | Apr 28, 2022 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine | Oct 12, 2022 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Deep Bayesian Inversion | Nov 14, 2018 | Decision MakingImage Reconstruction | CodeCode Available | 1 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction | Mar 5, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation | May 25, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization | Apr 1, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
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| A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction | Dec 22, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| MINER: Multiscale Implicit Neural Representations | Feb 7, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels | Mar 15, 2023 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | CodeCode Available | 1 |
| MIST: Multiple Instance Spatial Transformer | Jun 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties | Mar 10, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 |
