| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
| DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transform | Jun 3, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model | Jun 2, 2024 | Image Reconstruction | CodeCode Available | 4 |
| Exploiting Frequency Correlation for Hyperspectral Image Reconstruction | Jun 2, 2024 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| Streaming quanta sensors for online, high-performance imaging and vision | Jun 2, 2024 | Image Reconstruction | —Unverified | 0 |
| Texture-guided Coding for Deep Features | May 30, 2024 | Feature Compressionfeature selection | —Unverified | 0 |
| Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network | May 30, 2024 | Image ReconstructionSemantic Communication | —Unverified | 0 |
| Dual-Path Multi-Scale Transformer for High-Quality Image Deraining | May 28, 2024 | Image ReconstructionRain Removal | —Unverified | 0 |
| Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework | May 28, 2024 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba | May 27, 2024 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method | May 27, 2024 | 4kImage Reconstruction | CodeCode Available | 1 |
| Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction | May 23, 2024 | AnatomyDeep Learning | —Unverified | 0 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 |
| Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models | May 22, 2024 | compressed sensingDenoising | CodeCode Available | 0 |
| Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications | May 22, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry | May 22, 2024 | Image Reconstruction | —Unverified | 0 |
| Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product | May 20, 2024 | Image Reconstruction | —Unverified | 0 |
| Infrared Image Super-Resolution via Lightweight Information Split Network | May 17, 2024 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision | May 17, 2024 | Autonomous DrivingDecoder | —Unverified | 0 |
| Towards Task-Compatible Compressible Representations | May 16, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 0 |
| IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model | May 16, 2024 | Image EnhancementImage Reconstruction | CodeCode Available | 2 |
| Semantic Communication via Rate Distortion Perception Bottleneck | May 16, 2024 | Image ReconstructionSemantic Communication | —Unverified | 0 |
| Spurious reconstruction from brain activity | May 16, 2024 | Brain DecodingHallucination | CodeCode Available | 0 |
| Enhancing Image Privacy in Semantic Communication over Wiretap Channels leveraging Differential Privacy | May 15, 2024 | Image ReconstructionSemantic Communication | —Unverified | 0 |
| Learning A Spiking Neural Network for Efficient Image Deraining | May 10, 2024 | Image ReconstructionRain Removal | CodeCode Available | 2 |
