| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer | Sep 15, 2023 | Data CompressionDecoder | —Unverified | 0 |
| Bandwidth-efficient Inference for Neural Image Compression | Sep 6, 2023 | Data CompressionImage Compression | —Unverified | 0 |
| SymED: Adaptive and Online Symbolic Representation of Data on the Edge | Sep 6, 2023 | Anomaly DetectionData Compression | —Unverified | 0 |
| Streaming Compression of Scientific Data via weak-SINDy | Aug 29, 2023 | Data Compression | —Unverified | 0 |
| CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical Images | Aug 24, 2023 | Data CompressionImage Compression | CodeCode Available | 0 |
| Data Compression and Inference in Cosmology with Self-Supervised Machine Learning | Aug 18, 2023 | Data Compression | CodeCode Available | 0 |
| Approximating Human-Like Few-shot Learning with GPT-based Compression | Aug 14, 2023 | Data CompressionFew-Shot Learning | —Unverified | 0 |
| Event-based Vision for Early Prediction of Manipulation Actions | Jul 26, 2023 | Action RecognitionData Compression | CodeCode Available | 0 |
| Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection | Jul 10, 2023 | Anomaly DetectionAudio Compression | —Unverified | 0 |
| Invertible Low-Dimensional Modelling of X-ray Absorption Spectra for Potential Applications in Spectral X-ray Imaging | Jul 10, 2023 | Data Compression | —Unverified | 0 |
| LeCo: Lightweight Compression via Learning Serial Correlations | Jun 27, 2023 | Data Compression | —Unverified | 0 |
| Sparse wavelet-based solutions for the M/EEG inverse problem | Jun 27, 2023 | Data CompressionEEG | —Unverified | 0 |
| SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera | Jun 25, 2023 | Data Compression | —Unverified | 0 |
| Samplet basis pursuit: Multiresolution scattered data approximation with sparsity constraints | Jun 16, 2023 | Data CompressionSurface Reconstruction | —Unverified | 0 |
| Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC | Jun 7, 2023 | Data Compression | —Unverified | 0 |
| Compressed Sensing: A Discrete Optimization Approach | Jun 5, 2023 | compressed sensingData Compression | CodeCode Available | 0 |
| Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning | May 28, 2023 | Data Compression | CodeCode Available | 0 |
| Reinforcement Learning with Simple Sequence Priors | May 26, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Universal Weak Coreset | May 26, 2023 | ClusteringConstrained Clustering | —Unverified | 0 |
| Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces | May 18, 2023 | CPUData Compression | —Unverified | 0 |
| Bayesian Renormalization | May 17, 2023 | Data Compression | CodeCode Available | 0 |
| Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization | May 4, 2023 | Data CompressionDiversity | —Unverified | 0 |
| Advanced Medical Image Representation for Efficient Processing and Transfer in Multisite Clouds | Apr 29, 2023 | Data Compression | —Unverified | 0 |
| Accelerate Support Vector Clustering via Spectrum-Preserving Data Compression | Apr 19, 2023 | ClusteringData Compression | —Unverified | 0 |
| Crossword: A Semantic Approach to Data Compression via Masking | Apr 3, 2023 | Data CompressionDecoder | —Unverified | 0 |
| SnakeVoxFormer: Transformer-based Single Image\ Reconstruction with Run Length Encoding | Mar 28, 2023 | 3D Object ReconstructionData Compression | —Unverified | 0 |
| Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures | Mar 25, 2023 | Data CompressionModel Optimization | —Unverified | 0 |
| Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation | Mar 15, 2023 | Data CompressionSemantic Communication | —Unverified | 0 |
| Fast Trajectory End-Point Prediction with Event Cameras for Reactive Robot Control | Feb 27, 2023 | Data Compression | —Unverified | 0 |
| Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme | Feb 27, 2023 | Bayesian InferenceData Compression | —Unverified | 0 |