| Representing Flow Fields with Divergence-Free Kernels for Reconstruction | Apr 2, 2025 | Computational EfficiencyData Compression | —Unverified | 0 |
| An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU function | Mar 31, 2025 | Data CompressionMath | CodeCode Available | 0 |
| Nonlinear Multiple Response Regression and Learning of Latent Spaces | Mar 27, 2025 | Data CompressionLEMMA | —Unverified | 0 |
| UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach | Mar 24, 2025 | Data Compression | CodeCode Available | 2 |
| SeisRDT: Latent Diffusion Model Based On Representation Learning For Seismic Data Interpolation And Reconstruction | Mar 17, 2025 | Data CompressionRepresentation Learning | —Unverified | 0 |
| Highly Efficient Direct Analytics on Semantic-aware Time Series Data Compression | Mar 17, 2025 | Data CompressionOutlier Detection | —Unverified | 0 |
| Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network | Mar 13, 2025 | Brain Computer InterfaceData Compression | —Unverified | 0 |
| Lossy Neural Compression for Geospatial Analytics: A Review | Mar 3, 2025 | Data CompressionEarth Observation | —Unverified | 0 |
| Quantum autoencoders for image classification | Feb 21, 2025 | ClassificationData Compression | —Unverified | 0 |
| Guaranteed Conditional Diffusion: 3D Block-based Models for Scientific Data Compression | Feb 18, 2025 | Data CompressionDecoder | —Unverified | 0 |
| Solving Optimal Power Flow on a Data-Budget: Feature Selection on Smart Meter Data | Feb 10, 2025 | Data Compressionfeature selection | —Unverified | 0 |
| Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels | Feb 6, 2025 | Data CompressionImage Reconstruction | —Unverified | 0 |
| Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions | Jan 27, 2025 | Data CompressionManagement | —Unverified | 0 |
| Efficient Bearing Sensor Data Compression via an Asymmetrical Autoencoder with a Lifting Wavelet Transform Layer | Jan 20, 2025 | Data CompressionDecoder | —Unverified | 0 |
| Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals | Jan 18, 2025 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Artificial Intelligence in Creative Industries: Advances Prior to 2025 | Jan 6, 2025 | Data Compressionmultimodal generation | —Unverified | 0 |
| Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization | Jan 5, 2025 | Data CompressionQuantization | CodeCode Available | 0 |
| Foundation Model for Lossy Compression of Spatiotemporal Scientific Data | Dec 22, 2024 | Data CompressionSuper-Resolution | —Unverified | 0 |
| L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression | Dec 21, 2024 | Data CompressionText Compression | CodeCode Available | 1 |
| Quantum Implicit Neural Compression | Dec 19, 2024 | Data CompressionImage Compression | —Unverified | 0 |
| Learned Data Compression: Challenges and Opportunities for the Future | Dec 14, 2024 | CPUData Compression | —Unverified | 0 |
| Solving High-dimensional Inverse Problems Using Amortized Likelihood-free Inference with Noisy and Incomplete Data | Dec 5, 2024 | Data Compressionparameter estimation | —Unverified | 0 |
| Multi-Scale Node Embeddings for Graph Modeling and Generation | Dec 5, 2024 | Community DetectionData Compression | —Unverified | 0 |
| Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling | Dec 2, 2024 | Data Compression | CodeCode Available | 0 |
| Construction of generalized samplets in Banach spaces | Dec 1, 2024 | Data Compression | —Unverified | 0 |
