| Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis | Jan 6, 2024 | Data Compression | —Unverified | 0 |
| FFCA-Net: Stereo Image Compression via Fast Cascade Alignment of Side Information | Dec 28, 2023 | Data CompressionDecoder | —Unverified | 0 |
| On Robust Wasserstein Barycenter: The Model and Algorithm | Dec 25, 2023 | Computational EfficiencyData Compression | —Unverified | 0 |
| Compact 3D Scene Representation via Self-Organizing Gaussian Grids | Dec 19, 2023 | 3DGS | CodeCode Available | 3 |
| IntraSeismic: a coordinate-based learning approach to seismic inversion | Dec 17, 2023 | Data CompressionSeismic Imaging | —Unverified | 0 |
| Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface | Dec 15, 2023 | Data Compression | —Unverified | 0 |
| Explainable Trajectory Representation through Dictionary Learning | Dec 13, 2023 | Data CompressionDictionary Learning | —Unverified | 0 |
| Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functions | Dec 12, 2023 | Data CompressionSubgraph Counting | CodeCode Available | 0 |
| Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data | Dec 11, 2023 | Data CompressionDensity Estimation | —Unverified | 0 |
| MoEC: Mixture of Experts Implicit Neural Compression | Dec 3, 2023 | Data CompressionMixture-of-Experts | —Unverified | 0 |
| Learning from similar systems and online data-driven LQR using iterative randomised data compression | Nov 22, 2023 | Data Compression | —Unverified | 0 |
| White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? | Nov 22, 2023 | AllData Compression | CodeCode Available | 3 |
| Convolve and Conquer: Data Comparison with Wiener Filters | Nov 11, 2023 | Data CompressionImputation | CodeCode Available | 0 |
| AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training | Nov 10, 2023 | Data Compression | —Unverified | 0 |
| Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression | Nov 8, 2023 | Data CompressionVideo Compression | —Unverified | 0 |
| Hopfield-Enhanced Deep Neural Networks for Artifact-Resilient Brain State Decoding | Nov 6, 2023 | BenchmarkingData Compression | CodeCode Available | 1 |
| Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral Transform | Oct 27, 2023 | Data Compression | CodeCode Available | 0 |
| SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering | Oct 23, 2023 | ClusteringData Compression | —Unverified | 0 |
| Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data | Oct 23, 2023 | Data Compression | CodeCode Available | 0 |
| Mirage: Model-Agnostic Graph Distillation for Graph Classification | Oct 14, 2023 | BenchmarkingClassification | CodeCode Available | 0 |
| A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression | Oct 4, 2023 | Data CompressionFault Diagnosis | —Unverified | 0 |
| ECNR: Efficient Compressive Neural Representation of Time-Varying Volumetric Datasets | Oct 2, 2023 | Data Compression | —Unverified | 0 |
| RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations | Sep 29, 2023 | Data CompressionQuantization | CodeCode Available | 1 |
| Context-Aware Neural Video Compression on Solar Dynamics Observatory | Sep 19, 2023 | Data CompressionVideo Compression | —Unverified | 0 |
| Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization | Sep 18, 2023 | Data CompressionVideo Summarization | —Unverified | 0 |
