| Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel | Oct 16, 2024 | ClassificationImage Reconstruction | —Unverified | 0 |
| A Primal-dual algorithm for image reconstruction with ICNNs | Oct 16, 2024 | Image Reconstruction | —Unverified | 0 |
| Deep unrolled primal dual network for TOF-PET list-mode image reconstruction | Oct 15, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Anatomical feature-prioritized loss for enhanced MR to CT translation | Oct 14, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| HART: Efficient Visual Generation with Hybrid Autoregressive Transformer | Oct 14, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 9 |
| Quantum Neural Network for Accelerated Magnetic Resonance Imaging | Oct 12, 2024 | Image Reconstruction | —Unverified | 0 |
| Co-learning Single-Step Diffusion Upsampler and Downsampler with Two Discriminators and Distillation | Oct 10, 2024 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction | Oct 8, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach | Oct 8, 2024 | Data CompressionFacial Landmark Detection | —Unverified | 0 |
| Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information | Oct 7, 2024 | Image Reconstruction | —Unverified | 0 |
| Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction | Oct 6, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images | Oct 5, 2024 | Image Reconstruction | —Unverified | 0 |
| Unsupervised Prior Learning: Discovering Categorical Pose Priors from Videos | Oct 4, 2024 | Animal Pose EstimationDecision Making | —Unverified | 0 |
| SC-CDM: Enhancing Quality of Image Semantic Communication with a Compact Diffusion Model | Oct 3, 2024 | Image ReconstructionSemantic Communication | —Unverified | 0 |
| An Efficient Inference Frame for SMLM (Single-Molecule Localization Microscopy) | Oct 3, 2024 | Deep LearningGPU | CodeCode Available | 0 |
| Anti-biofouling Lensless Camera System with Deep Learning based Image Reconstruction | Oct 2, 2024 | Image Reconstruction | —Unverified | 0 |
| ImageFolder: Autoregressive Image Generation with Folded Tokens | Oct 2, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 3 |
| Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network | Sep 30, 2024 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Focus On What Matters: Separated Models For Visual-Based RL Generalization | Sep 29, 2024 | Image ReconstructionReinforcement Learning (RL) | —Unverified | 0 |
| Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction | Sep 29, 2024 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| Photon Inhibition for Energy-Efficient Single-Photon Imaging | Sep 26, 2024 | Edge DetectionImage Reconstruction | —Unverified | 0 |
| PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging | Sep 26, 2024 | Image Reconstruction | —Unverified | 0 |
| MaskBit: Embedding-free Image Generation via Bit Tokens | Sep 24, 2024 | Conditional Image GenerationImage Generation | CodeCode Available | 2 |
| Compressive radio-interferometric sensing with random beamforming as rank-one signal covariance projections | Sep 23, 2024 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound | Sep 21, 2024 | Image Reconstruction | —Unverified | 0 |
| Deep Unfolded Approximate Message Passing for Quantitative Acoustic Microscopy Image Reconstruction | Sep 20, 2024 | Image Reconstruction | —Unverified | 0 |
| Invertible ResNets for Inverse Imaging Problems: Competitive Performance with Provable Regularization Properties | Sep 20, 2024 | Image Reconstruction | —Unverified | 0 |
| ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer | Sep 20, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance | Sep 18, 2024 | Image Reconstruction | —Unverified | 0 |
| Edge-based Denoising Image Compression | Sep 17, 2024 | DenoisingImage Compression | —Unverified | 0 |
| Self-Supervised Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography | Sep 17, 2024 | Image Reconstruction | CodeCode Available | 1 |
| Comparing DWI image quality of deep-learning-reconstructed EPI with RESOLVE in breast lesions at 3.0T: a pilot study | Sep 15, 2024 | Image Reconstruction | —Unverified | 0 |
| Joint image reconstruction and segmentation of real-time cardiac MRI in free-breathing using a model based on disentangled representation learning | Sep 13, 2024 | Image ReconstructionRepresentation Learning | —Unverified | 0 |
| Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction | Sep 12, 2024 | DeblurringDenoising | —Unverified | 0 |
| Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction | Sep 10, 2024 | Deep LearningImage Reconstruction | —Unverified | 0 |
| DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks | Sep 10, 2024 | Contrastive LearningImage Reconstruction | CodeCode Available | 2 |
| Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation | Sep 6, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 4 |
| Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models | Sep 4, 2024 | DecoderImage Reconstruction | —Unverified | 0 |
| Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors | Sep 4, 2024 | AttributeDataset Generation | —Unverified | 0 |
| MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling | Sep 4, 2024 | Depth EstimationDepth Prediction | —Unverified | 0 |
| UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate | Sep 3, 2024 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 |
| VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters | Aug 30, 2024 | Image ReconstructionTime Series | CodeCode Available | 3 |
| Sparse Signal Reconstruction for Overdispersed Low-photon Count Biomedical Imaging Using _p Total Variation | Aug 29, 2024 | Image Reconstruction | —Unverified | 0 |
| Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation | Aug 27, 2024 | Image GenerationImage Reconstruction | —Unverified | 0 |
| FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting | Aug 26, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Batch-FPM: Random batch-update multi-parameter physical Fourier ptychography neural network | Aug 25, 2024 | Computational EfficiencyGPU | —Unverified | 0 |
| Optimal OnTheFly Feedback Control of Event Sensors | Aug 23, 2024 | Event-based visionImage Reconstruction | —Unverified | 0 |
| General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model | Aug 23, 2024 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement | Aug 20, 2024 | Image ReconstructionSemantic Segmentation | CodeCode Available | 0 |
| Unsupervised Change Detection Based on Image Reconstruction Loss with Segment Anything | Aug 18, 2024 | Change DetectionImage Reconstruction | CodeCode Available | 1 |
